SlideShare a Scribd company logo
1 of 48
Download to read offline
Vassileva, ICDA-3 2019, Lisbon
Patient exposure monitoring in
medical imaging: why and how?
Jenia Vassileva, Ph.D.
Radiation Protection Specialist
Radiation Protection of Patients Unit
International Atomic Energy Agency, Vienna, Austria
Vassileva, ICDA-3 2019, Lisbon
Objectives
To learn about the main features of a system for recording,
collecting, and analizing dosimetric data
To become familiar with different analytical uses of collected
dose data
To understand how patient exposure monitoring fits into the
framework of continuous optimization of medical imaging



Vassileva, ICDA-3 2019, Lisbon
Goal and Strategy
GOAL
What and why we
would like to achieve
STRATEGY
How we will achieve
the goal
PLAN
What actions we will take to
fulfil the strategy and succeed
Vassileva, ICDA-3 2019, Lisbon
Effective
diagnosis
Effective
treatment
Positive effect
on patient
health and life
The goal of medical practice
Vassileva, ICDA-3 2019, Lisbon
Effective
diagnosis:
•right diagnosis
•timely diagnosis
•minimum risks
The goal of diagnostic imaging practice
✓ Imaging modality
✓ Equipment: availability, performance, operation
✓ Human factor: knowledge, skills, attitude
✓ Patient history and clinical information
✓ Economic factors
Vassileva, ICDA-3 2019, Lisbon
Effective
diagnosis:
•right diagnosis
•timely diagnosis
•minimum risks
The goal of diagnostic imaging practice
Radiation protection perspective:
Optimization of protection: Keeping the
exposure of patients to the minimum
necessary to achieve the required
diagnostic or interventional objective.
Vassileva, ICDA-3 2019, Lisbon
Diagnostic accuracyVisualization capability
Medical imaging objective: effective diagnosis
Image
production
Image
interpretation
Vassileva, ICDA-3 2019, Lisbon
Medical imaging objective: effective diagnosis
Diagnostic accuracy
depends on:
✓ knowledge and experience;
✓ availability of patient history;
✓ availability of other clinical
information;
✓ diagnostic criteria;
✓ viewing conditions
Visualization capability
=Image quality
=Useful diagnostic content
depends on:
✓ imaging modality;
✓ equipment:
✓ availability;
✓ performance;
✓ operation
Vassileva, ICDA-3 2019, Lisbon
Radiation risk
Risk of ionizing radiation
depends on:
✓imaging modality;
✓equipment:
✓ design;
✓ performance;
✓ operation;
✓human factor:
✓ education and training
✓ safety culture
Vassileva, ICDA-3 2019, Lisbon
Patient
dose
Image
Contrast
SNR
Image quality and patient dose
Photon energy, keV
Attenuationcoefficient
bone
muscle
fat
Vassileva, ICDA-3 2019, Lisbon
• Optimisation of protection is not minimisation of dose
• Too low a radiation dose could be as bad as too high a radiation
dose, in that the consequence could be that the images obtained
are not of suitable diagnostic quality.
• It is of paramount importance that the medical exposure leads to the
required outcome.
Optimization of protection (International BSS)
Vassileva, ICDA-3 2019, Lisbon
Optimization of protection (International BSS)
Registrants and licensees and radiological medical practitioners
shall ensure that protection and safety is optimized for each
medical exposure
Components to consider:
1.Design considerations for equipment
2.Operational considerations
3.Dosimetry of patients
4.Diagnostic Reference Levels (DRLs)
5.Calibration
6.Quality assurance
7.Dose constraints (for carers and comforters)
Monitoring patient dose
is a key requirement
toward optimization
Vassileva, ICDA-3 2019, Lisbon
Registrants and licensees shall ensure that:
• Dosimetry of patients is performed and documented …, to
determine typical doses to patients for common diagnostic and
for image guided interventional procedures;
• Local assessments… are made at approved intervals for those
radiological procedures for which DRLs have been established;
• A review is conducted to determine whether the optimization of
protection for patients is adequate if typical doses exceed the
relevant DRL, or they fall substantially below the relevant DRL and
the exposures do not provide useful diagnostic information …
• Records are maintained of dosimetry of patients and local
assessments and reviews made with regard to DRLs
Optimization of protection (International BSS)
13
Vassileva, ICDA-3 2019, Lisbon
Goal and Strategy
GOAL
What and why we
would like to achieve
STRATEGY
How we will achieve
the goal
PLAN
What actions we will take to
fulfil the strategy and succeed
Vassileva, ICDA-3 2019, Lisbon
Terminology
15
•Patient exposure
data
•Exposure
monitoring
•Recording patient
exposure data
•Collecting patient
exposure data
•Tracking patient
exposure data
•Managing patient
exposure data
A process including the mechanism and the operational elements related to
collecting, interpreting, and acting upon quantities associated with clinical
imaging operation
A process of documenting patient exposure data manually or electronically
A process of gathering patient exposure data into a common system. The
term can be used synonymously as recording and collecting together
An analysis process of ascertaining and monitoring temporal trends in
individual or collective stored data
A process of oversight through exposure data recording, tracking, and
analysis towards improvement of radiation protection and patient care
A collection of metrics characterizing patient exposure to ionizing radiation
including both modality-centric and patient-centric quantities
Vassileva, ICDA-3 2019, Lisbon
Patient dose metrics
16
Application Dose quantity Dose unit
•Plain radiography,
including dental
•Mammography
•Fluoroscopy &
fluoroscopy guided
interventional
procedures
•Computed tomography
•Nuclear medicine
Entrance surface air kerma, Ke
Kerma-area product, PKA
mGy
μGy.m2
Incident air kerma, Ki
Mean glandular dose, MGD
mGy
mGy
Kerma-area product, PKA
Cumulative air kerma at the
interventional reference point
Gy.cm2
mGy
CT air kerma index, C
Air kerma-length product, LKP
mGy
mGy.cm
Administered activity MBq
Vassileva, ICDA-3 2019, Lisbon
Entrance surface air kerma, Ke
Unit: Gy
Direct measurement with TLD
Calculation from the tube output
Ke = Ki. B
В – Backscatter factor (1,2 – 1,4)
Dose quantities: Radiography
Vassileva, ICDA-3 2019, Lisbon
Kerma-area product (KAP)
Unit: Gy·m2 (µGy.m2 = cGy.cm2)
Transparent ionization chamber
Dose quantities: Radiography and fluoroscopy
18
Vassileva, ICDA-3 2019, Lisbon
Cumulative air kerma at the
interventional reference
point
Dose quantities: Fluoroscopy
Unit: mGy
Vassileva, ICDA-3 2019, Lisbon
Dose quantities: Computed tomography
20
Computed-tomography air
kerma index, C
Unit: mGy
Air kerma-length product, LKP
Unit: mGy.cm
Vassileva, ICDA-3 2019, Lisbon
Computed-tomography air
kerma index, C
10 cm ionization chamber
Measurement in air or
in a phantom: 16 cm for head
and 32 cm for body
Dose quantities: Computed tomography
Vassileva, ICDA-3 2019, Lisbon
RECORDING COLLECTING ANALYZING
Storing
(archive)
Sub-
archives Storing
Patient exposure data workflow
22
Vassileva, ICDA-3 2019, Lisbon
• Facility (modality) level
• Multi-facility
• Hospital
• A region in the country
• Country
• Region of more countries
• International
Patient exposure monitoring strategy
23
Hospital A Hospital B Hospital C
Hospital E
Hospital FHospital Z
Vassileva, ICDA-3 2019, Lisbon
Patient exposure monitoring strategy
24
Monitoring at population level
(group)
Tracking at individual level
Hospital A Hospital B Hospital C
Hospital E
Hospital FHospital Z
Vassileva, ICDA-3 2019, Lisbon
Exposure monitoring at population level
25
• For group of patients
• No need of patient ID
• Measurable dose quantities (modality specific)
Monitoring at population level
(group)
Used for:
– Optimization
– Benchmarking
– Trends over time
– Quality assurance
Vassileva, ICDA-3 2019, Lisbon
• Consistent with the general tendency of patient-centered (personalised) health care
• Unique patient identifier is critical
• Dose metrics related to individual radiation risk (?): ideally to account for patient size,
age; gender; morphology; biokinetics (NM) …
Exposure tracking at individual level
26
Tracking at individual level
Quantities related to individual
risk: organ doses, effective
dose (?) or other risk index?
•Who will have access?
•Education of users
Vassileva, ICDA-3 2019, Lisbon
Individual tracking for
justification and
optimization
Referral guidelines,
CDS, Justification;
Epidemiology, Research
Patient exposure monitoring strategy
At population level (group of patients) For individual patients
Patient data, procedure data and
modality specific dose indices (KAP, CTDIvol, DLP,
CD, PSD, ..), plus IQ indices
Frequencies
(number) of
procedures
Patient
identification
(ID)
DRL; Typical dose
levels; Alert levels
Optimization of
patient protection
and imaging practice
Organ doses
Effective dose
(or other risk index)
Population doses
(trends,
comparison)
Organ doses
Effective dose
(or other risk index)
Vassileva, ICDA-3 2019, Lisbon
RECORDING
1. Manual recording (at modality):
- Paper
- Into RIS
2. Electronic recording of radiation exposure
details in a standard format (at modality):
• Non-DICOM dose objects
- Modality Performed Procedure Step (MPPS) to HIS/RIS
- Image “header” attributes
- Bitmap (graphic) images in PACS and Optical character
recognition (OCR) conversion
• DICOM object:
- For each radiation event
- Collected in a unique object (DICOM Radiation Dose Structured
Report): Includes patient demographics, study information,
imaging technique, geometry and dose metrics
Storing
(archive)
Patient exposure monitoring workflow
28
Vassileva, ICDA-3 2019, Lisbon
Data to be recorded
• Level 1 (Minimum requirements):
The first order data are relevant to characterize the exposure and contain information that
can be easily derived from the patient and exam records in the RIS and dosimetric
quantities that the equipment can provide (calculated or measured).
• Level 2 (Standard requirements):
The second order data contain more capillary information. In particular data for the single
irradiation events are included for every modality. Scope of this set of data is to refine the
exposure conditions in order to estimate single patient dose. The level of accuracy in the
calculations depends on the amount of information collected.
• Level 3 (Advanced requirements):
The third order of data is used for the optimization and includes derived dosimetric data
(e.g.: organ doses including peak skin dose for IR), information linked.
29
Vassileva, ICDA-3 2019, Lisbon
Data to be recorded (example: Radiography)
30
• Level 1:
- Number and type (e.g. AP/PA/Lat) of radiographic projections
- Per projection:
- KAP value
- If KAP meter is not available:
kV, mAs, Source-detector distance, Tube output, ESAK (calculated or measured)
• Level 2:
- kV; mAs; Source-detector distance; Source-patient distance; Entrance surface air kerma; Exposure time;
Filtration; Field size; Grid; Film-screen combination speed, or Exposure index and Deviation Index (for CR/DR)
• Level 3:
- Focal spot size; Post-processing settings
- AEC (Y/N; chamber location)
- Matrix size; Pixel size; Bit stored
- Organ dose
- Image quality
KAP
ESAK
Vassileva, ICDA-3 2019, Lisbon
Patient exposure monitoring workflow
31
•Collection of data from
different dose objects
• Different patients/ X-ray unit/
modality/ facility/ region/ country……
• Using standardized templates
(reflecting the purpose of the
collection
•Means
• Electronic
• Manual (paper)
•Stored for further processing
RECORDING COLLECTING
Storing
(archive)
Sub-
archives
Vassileva, ICDA-3 2019, Lisbon
Exposure data collection
• Definition of the group (classification)
▪ Examination parameters
▪ Patient parameters
▪ Acquisition parameters
32
Vassileva, ICDA-3 2019, Lisbon
Exposure data collection
• Definition of the group (classification)
▪ Examination parameters
• the modality (i.e., CT, radiography, etc.),
• the procedure (e.g., abdominal CT, chest
radiography)
• sub-procedure (e.g., PA or lateral view),
• the clinical indication targeted for the examination
(e.g., liver lesions)
• the complexity of procedure
33
Vassileva, ICDA-3 2019, Lisbon
Exposure data collection
• Definition of the group
(classification)
▪ Examination parameters
▪ Patient parameters
• the patient type (e.g., adult, pediatric,
inpatient, outpatient, emergency patients,
etc.)
• patient characteristics (e.g., gender, age,
weight, body mass index, diameter
34
Vassileva, ICDA-3 2019, Lisbon
Exposure data collection
• Definition of the group (classification)
▪ Examination parameters
▪ Patient parameters
▪ Acquisition parameters
• specific imaging system used to acquire the
images (make and model, software version)
• the room used to perform the examination
• the timing of the examination (e.g. shift, period
of year, etc)
• the radiographer/ technologist who performed
• the specific imaging protocol invoked in the data
acquisition.
35
Vassileva, ICDA-3 2019, Lisbon
Patient exposure monitoring workflow
36
RECORDING COLLECTING ANALYZING
Storing
(archive)
Sub-
archives Storing
• Statistical analysis
• Trends (per protocol, per group, per facility,….)
• Temporal changes
• Population analysis (DRLs, collective dose to population,
epidemiological studies, research….)
• Individual tracking, etc
Vassileva, ICDA-3 2019, Lisbon
Analysis: Establishing DRLs and typical doses
• For DRL setting: Representative survey
–Wide-spread in terms of various types and size of facilities
(rural, urban, private, public), equipment, and geographical locations.
–A snap shot of current practice in the country or region is obtained, reflecting
both good and poor practices, for that particular imaging procedure.
–The DRL is typically the rounded 75th percentile of the distribution of typical
(median) doses for the room or facility
–Excludes high dose ‘tail’ of distribution
37
Vassileva, ICDA-3 2019, Lisbon
Analysis: Establishing DRLs and typical doses
• National/ regional dose registries
38
Vassileva, ICDA-3 2019, Lisbon
Analysis: Benchmarking against DRLs
39
Courtesy K. Kanal
Vassileva, ICDA-3 2019, Lisbon
Analysis: Identifying and investigating
over-exposure and under-exposure
40
Courtesy E. Samei, DUMC
Vassileva, ICDA-3 2019, Lisbon
Analysis: Inter-system variability
41
D.Frush; E. Samei, CT Radiation Dose
Monitoring: Current State and New
Prospects, Medscape Radiology, 2015
CT scanner 1
CT scanner 2
Vassileva, ICDA-3 2019, Lisbon
Patient exposure monitoring software
• Commercial and open source
• To provide standardized and validated data for transfer to
vendor neutral archieves
42
Interoperability among modalities:
• The IHE profile serves as an
implementation guide for vendors
• REM profile ensures interoperability
among modalities, PACS, dose report
systems and even national archives.
Vassileva, ICDA-3 2019, Lisbon
Patient radiation exposure monitoring
Ideally, exposure monitoring need to be integrated with the
general patient information systems (Electronic Health Records,
EHR):
• Patient related data
• Images
• Imaging reports
• Exposure related quantities
and connected to the electronic referral and clinical decision
support (CDS) systems.
43
Vassileva, ICDA-3 2019, Lisbon
Patient Organizations ordering
radiology services
Users of exposure monitoring systems
Equipment vendors
(for maintenance and
development)
44
Research
institutions
Radiation
protection
authority
Medical physicist in charge
of patient exposure data
management
Specific needs of different users  Specific rights for extracting and analysing
the patient exposure data  Specific platform (dashboard) for each group with
particular features, objectives and desired outputs.
Radiographers having a
specified role in data
management
Referring
physician
Health
Authority
Radiology department
and/or hospitals providing
radiology services
IT expert services of the
hospital (for maintenance
and development)
Radiological professional
responsible for procedures
Vassileva, ICDA-3 2019, Lisbon
Challenges: Data quality and accuracy
•Calibration and checks of the dosimetric information provided by the
equipment (integrated dosimeters and software that calculates, displays and
report dose metrics)
•Verification of the data transmitted to the archives
(PACS, RIS, Dose Tracking System, Dose Registry).
•Verification of data analysis
•QA program
‐ Clearly defined responsibilities
‐ Role of the facility’s medical physicists working with the equipment/ dose
monitoring software vendor
‐ Training of all users - initial and continuous
‐ Regular reports: at least annually
45
Vassileva, ICDA-3 2019, Lisbon
Challenges
• Classification (coding) problems:
Need of standardization of examination nomenclature
• Data collection parameters:
Statistical requirements, representativenes, sample sizes, etc.
• Patient group definition:
Distinction of paedaitric examinations, age, weight or size based grouping of
patients; Availability of patient weight
• Information management (IT) problems:
Data protection, access control, privacy and confidentiality regulations, use of
cloud computers, ethical considerations
46
Vassileva, ICDA-3 2019, Lisbon
Conclusions
• Patient dose monitoring is a key requirement toward optimization.
• It is an objective tool for impovement of radiation protection, but can serve
also the wider goal of optimizing healthcare resources.
• For most effective use, the exposure management should be integrated into
the electronic health care management systems.
• Human and technologic resources are necessary.
• The automatic exposure management system is a tool to
facilitate the efficient collection and distribution of dose
information, but it needs systematic QC for validation of
data recording, transfer, collection and analysis.
• The team work is crucial for defining the strategy and
implementation plans
47
Vassileva, ICDA-3 2019, Lisbon j.vassileva@iaea.org
Thank YOU!
Visit us at
https://www.iaea.org/resources/rpop

More Related Content

What's hot

RADIATION MONITORING DEVICES.pptx
RADIATION MONITORING DEVICES.pptxRADIATION MONITORING DEVICES.pptx
RADIATION MONITORING DEVICES.pptxDrSushmitaKoduru
 
Quality assurance of treatment planning system by Rahim Gohar
Quality assurance of treatment planning system by Rahim GoharQuality assurance of treatment planning system by Rahim Gohar
Quality assurance of treatment planning system by Rahim GoharRahim Gohar
 
Thermoplastic mask in Radiation Therapy
Thermoplastic mask in Radiation TherapyThermoplastic mask in Radiation Therapy
Thermoplastic mask in Radiation TherapyTalluri Anil Kumar
 
Brachytherapy dosimetry
Brachytherapy dosimetryBrachytherapy dosimetry
Brachytherapy dosimetrySabari Kumar
 
Measurement of absorbed dose
Measurement of absorbed doseMeasurement of absorbed dose
Measurement of absorbed dosePurvi Rathod
 
Radiation safety in diagnostic nuclear medicine
Radiation safety in diagnostic nuclear medicineRadiation safety in diagnostic nuclear medicine
Radiation safety in diagnostic nuclear medicineSGPGIMS
 
Beam modification-in-radiotherapy-
Beam modification-in-radiotherapy- Beam modification-in-radiotherapy-
Beam modification-in-radiotherapy- Sathish Kumar
 
CTDI (Computed Tomography Dose Index
CTDI (Computed Tomography Dose IndexCTDI (Computed Tomography Dose Index
CTDI (Computed Tomography Dose IndexVivek Elangovan
 
TISSUE PHANTOM RATIO - THE PHOTON BEAM QUALITY INDEX
TISSUE PHANTOM RATIO - THE PHOTON BEAM QUALITY INDEXTISSUE PHANTOM RATIO - THE PHOTON BEAM QUALITY INDEX
TISSUE PHANTOM RATIO - THE PHOTON BEAM QUALITY INDEXVictor Ekpo
 
proton therapy
proton therapyproton therapy
proton therapydinadawi
 
Dose Constraints In Imrt
Dose Constraints In ImrtDose Constraints In Imrt
Dose Constraints In Imrtfondas vakalis
 
Radiation protection Overview
Radiation protection  OverviewRadiation protection  Overview
Radiation protection Overviewlidgor
 
Radiation protection in nuclear medicine.ppt 2
Radiation protection in nuclear medicine.ppt 2Radiation protection in nuclear medicine.ppt 2
Radiation protection in nuclear medicine.ppt 2Rad Tech
 
Radiation Dose Units and Dose Limits- Avinesh Shrestha
Radiation Dose Units and Dose Limits- Avinesh ShresthaRadiation Dose Units and Dose Limits- Avinesh Shrestha
Radiation Dose Units and Dose Limits- Avinesh ShresthaAvinesh Shrestha
 

What's hot (20)

RADIATION MONITORING DEVICES.pptx
RADIATION MONITORING DEVICES.pptxRADIATION MONITORING DEVICES.pptx
RADIATION MONITORING DEVICES.pptx
 
Quality assurance of treatment planning system by Rahim Gohar
Quality assurance of treatment planning system by Rahim GoharQuality assurance of treatment planning system by Rahim Gohar
Quality assurance of treatment planning system by Rahim Gohar
 
Thermoplastic mask in Radiation Therapy
Thermoplastic mask in Radiation TherapyThermoplastic mask in Radiation Therapy
Thermoplastic mask in Radiation Therapy
 
Brachytherapy dosimetry
Brachytherapy dosimetryBrachytherapy dosimetry
Brachytherapy dosimetry
 
Measurement of absorbed dose
Measurement of absorbed doseMeasurement of absorbed dose
Measurement of absorbed dose
 
Radiation safety in diagnostic nuclear medicine
Radiation safety in diagnostic nuclear medicineRadiation safety in diagnostic nuclear medicine
Radiation safety in diagnostic nuclear medicine
 
radiation protection in ct
radiation protection in ctradiation protection in ct
radiation protection in ct
 
Dosimetry concepts and dosimeters
Dosimetry concepts and dosimetersDosimetry concepts and dosimeters
Dosimetry concepts and dosimeters
 
PET-MRI BASIC PRINCIPAL
PET-MRI BASIC PRINCIPAL                                                 PET-MRI BASIC PRINCIPAL
PET-MRI BASIC PRINCIPAL
 
Beam modification-in-radiotherapy-
Beam modification-in-radiotherapy- Beam modification-in-radiotherapy-
Beam modification-in-radiotherapy-
 
CTDI (Computed Tomography Dose Index
CTDI (Computed Tomography Dose IndexCTDI (Computed Tomography Dose Index
CTDI (Computed Tomography Dose Index
 
TISSUE PHANTOM RATIO - THE PHOTON BEAM QUALITY INDEX
TISSUE PHANTOM RATIO - THE PHOTON BEAM QUALITY INDEXTISSUE PHANTOM RATIO - THE PHOTON BEAM QUALITY INDEX
TISSUE PHANTOM RATIO - THE PHOTON BEAM QUALITY INDEX
 
proton therapy
proton therapyproton therapy
proton therapy
 
OSLD Prsentation
OSLD PrsentationOSLD Prsentation
OSLD Prsentation
 
RADIOTHERAPY CALCULATION
RADIOTHERAPY CALCULATIONRADIOTHERAPY CALCULATION
RADIOTHERAPY CALCULATION
 
Dose Constraints In Imrt
Dose Constraints In ImrtDose Constraints In Imrt
Dose Constraints In Imrt
 
Dosimetry 2
Dosimetry  2Dosimetry  2
Dosimetry 2
 
Radiation protection Overview
Radiation protection  OverviewRadiation protection  Overview
Radiation protection Overview
 
Radiation protection in nuclear medicine.ppt 2
Radiation protection in nuclear medicine.ppt 2Radiation protection in nuclear medicine.ppt 2
Radiation protection in nuclear medicine.ppt 2
 
Radiation Dose Units and Dose Limits- Avinesh Shrestha
Radiation Dose Units and Dose Limits- Avinesh ShresthaRadiation Dose Units and Dose Limits- Avinesh Shrestha
Radiation Dose Units and Dose Limits- Avinesh Shrestha
 

Similar to Patient exposure monitoring in medical imaging: Why and how?

12:25 Vano - Decreasing X-ray exposure in CTO procedures
12:25 Vano - Decreasing X-ray exposure in CTO procedures12:25 Vano - Decreasing X-ray exposure in CTO procedures
12:25 Vano - Decreasing X-ray exposure in CTO proceduresEuro CTO Club
 
Detection Of Covid-19 From Chest X-Rays
Detection Of Covid-19 From Chest X-RaysDetection Of Covid-19 From Chest X-Rays
Detection Of Covid-19 From Chest X-RaysIRJET Journal
 
Proposed Model for Chest Disease Prediction using Data Analytics
Proposed Model for Chest Disease Prediction using Data AnalyticsProposed Model for Chest Disease Prediction using Data Analytics
Proposed Model for Chest Disease Prediction using Data Analyticsvivatechijri
 
Workshop_22_Medical_physics_5.pdf
Workshop_22_Medical_physics_5.pdfWorkshop_22_Medical_physics_5.pdf
Workshop_22_Medical_physics_5.pdfcullenpeyton
 
Patient Dose Audit in Computed Tomography at Cancer Institute of Guyana
Patient Dose Audit in Computed Tomography at Cancer Institute of GuyanaPatient Dose Audit in Computed Tomography at Cancer Institute of Guyana
Patient Dose Audit in Computed Tomography at Cancer Institute of GuyanaRamzee Small
 
How Centers Can​ Thrive in the Modern Era
How Centers Can​ Thrive in the Modern EraHow Centers Can​ Thrive in the Modern Era
How Centers Can​ Thrive in the Modern EraSGRT Community
 
How Centers Can​ Thrive in the Modern Era
How Centers Can​ Thrive in the Modern EraHow Centers Can​ Thrive in the Modern Era
How Centers Can​ Thrive in the Modern EraRachaelSmith830794
 
Deep Learning for Pneumonia Diagnosis: A Comprehensive Analysis of CNN and Tr...
Deep Learning for Pneumonia Diagnosis: A Comprehensive Analysis of CNN and Tr...Deep Learning for Pneumonia Diagnosis: A Comprehensive Analysis of CNN and Tr...
Deep Learning for Pneumonia Diagnosis: A Comprehensive Analysis of CNN and Tr...IRJET Journal
 
REVIEW ON COVID DETECTION USING X-RAY AND SYMPTOMS
REVIEW ON COVID DETECTION USING X-RAY AND SYMPTOMSREVIEW ON COVID DETECTION USING X-RAY AND SYMPTOMS
REVIEW ON COVID DETECTION USING X-RAY AND SYMPTOMSIRJET Journal
 
AN EFFECTIVE APPROACH TO PREDICT COVID-19 USING DEEP LEARNING ALGORITHMS VIA ...
AN EFFECTIVE APPROACH TO PREDICT COVID-19 USING DEEP LEARNING ALGORITHMS VIA ...AN EFFECTIVE APPROACH TO PREDICT COVID-19 USING DEEP LEARNING ALGORITHMS VIA ...
AN EFFECTIVE APPROACH TO PREDICT COVID-19 USING DEEP LEARNING ALGORITHMS VIA ...IRJET Journal
 
Structure and development of a clinical decision support system: application ...
Structure and development of a clinical decision support system: application ...Structure and development of a clinical decision support system: application ...
Structure and development of a clinical decision support system: application ...komalicarol
 
Assessing Radiation Protection Knowledge In Diagnostic Radiography In The Rep...
Assessing Radiation Protection Knowledge In Diagnostic Radiography In The Rep...Assessing Radiation Protection Knowledge In Diagnostic Radiography In The Rep...
Assessing Radiation Protection Knowledge In Diagnostic Radiography In The Rep...Sheila Sinclair
 
Dose Evaluation and Reporting
Dose Evaluation and Reporting Dose Evaluation and Reporting
Dose Evaluation and Reporting Carestream
 
Detection of Lung Cancer using SVM Classification
Detection of Lung Cancer using SVM ClassificationDetection of Lung Cancer using SVM Classification
Detection of Lung Cancer using SVM ClassificationIRJET Journal
 
Covid 19 Health Prediction using Supervised Learning with Optimization
Covid 19 Health Prediction using Supervised Learning with OptimizationCovid 19 Health Prediction using Supervised Learning with Optimization
Covid 19 Health Prediction using Supervised Learning with Optimizationijtsrd
 
Imia australia2007-mobil saude-ll-nov2006
Imia australia2007-mobil saude-ll-nov2006Imia australia2007-mobil saude-ll-nov2006
Imia australia2007-mobil saude-ll-nov2006Rui Gomes
 
X-Ray Disease Identifier
X-Ray Disease IdentifierX-Ray Disease Identifier
X-Ray Disease IdentifierIRJET Journal
 
IRJET- Intelligent Prediction of Lung Cancer Via MRI Images using Morphologic...
IRJET- Intelligent Prediction of Lung Cancer Via MRI Images using Morphologic...IRJET- Intelligent Prediction of Lung Cancer Via MRI Images using Morphologic...
IRJET- Intelligent Prediction of Lung Cancer Via MRI Images using Morphologic...IRJET Journal
 

Similar to Patient exposure monitoring in medical imaging: Why and how? (20)

12:25 Vano - Decreasing X-ray exposure in CTO procedures
12:25 Vano - Decreasing X-ray exposure in CTO procedures12:25 Vano - Decreasing X-ray exposure in CTO procedures
12:25 Vano - Decreasing X-ray exposure in CTO procedures
 
Detection Of Covid-19 From Chest X-Rays
Detection Of Covid-19 From Chest X-RaysDetection Of Covid-19 From Chest X-Rays
Detection Of Covid-19 From Chest X-Rays
 
Proposed Model for Chest Disease Prediction using Data Analytics
Proposed Model for Chest Disease Prediction using Data AnalyticsProposed Model for Chest Disease Prediction using Data Analytics
Proposed Model for Chest Disease Prediction using Data Analytics
 
Workshop_22_Medical_physics_5.pdf
Workshop_22_Medical_physics_5.pdfWorkshop_22_Medical_physics_5.pdf
Workshop_22_Medical_physics_5.pdf
 
Patient Dose Audit in Computed Tomography at Cancer Institute of Guyana
Patient Dose Audit in Computed Tomography at Cancer Institute of GuyanaPatient Dose Audit in Computed Tomography at Cancer Institute of Guyana
Patient Dose Audit in Computed Tomography at Cancer Institute of Guyana
 
Ecr2015 c 0137
Ecr2015 c 0137Ecr2015 c 0137
Ecr2015 c 0137
 
How Centers Can​ Thrive in the Modern Era
How Centers Can​ Thrive in the Modern EraHow Centers Can​ Thrive in the Modern Era
How Centers Can​ Thrive in the Modern Era
 
How Centers Can​ Thrive in the Modern Era
How Centers Can​ Thrive in the Modern EraHow Centers Can​ Thrive in the Modern Era
How Centers Can​ Thrive in the Modern Era
 
Deep Learning for Pneumonia Diagnosis: A Comprehensive Analysis of CNN and Tr...
Deep Learning for Pneumonia Diagnosis: A Comprehensive Analysis of CNN and Tr...Deep Learning for Pneumonia Diagnosis: A Comprehensive Analysis of CNN and Tr...
Deep Learning for Pneumonia Diagnosis: A Comprehensive Analysis of CNN and Tr...
 
REVIEW ON COVID DETECTION USING X-RAY AND SYMPTOMS
REVIEW ON COVID DETECTION USING X-RAY AND SYMPTOMSREVIEW ON COVID DETECTION USING X-RAY AND SYMPTOMS
REVIEW ON COVID DETECTION USING X-RAY AND SYMPTOMS
 
AN EFFECTIVE APPROACH TO PREDICT COVID-19 USING DEEP LEARNING ALGORITHMS VIA ...
AN EFFECTIVE APPROACH TO PREDICT COVID-19 USING DEEP LEARNING ALGORITHMS VIA ...AN EFFECTIVE APPROACH TO PREDICT COVID-19 USING DEEP LEARNING ALGORITHMS VIA ...
AN EFFECTIVE APPROACH TO PREDICT COVID-19 USING DEEP LEARNING ALGORITHMS VIA ...
 
Structure and development of a clinical decision support system: application ...
Structure and development of a clinical decision support system: application ...Structure and development of a clinical decision support system: application ...
Structure and development of a clinical decision support system: application ...
 
Assessing Radiation Protection Knowledge In Diagnostic Radiography In The Rep...
Assessing Radiation Protection Knowledge In Diagnostic Radiography In The Rep...Assessing Radiation Protection Knowledge In Diagnostic Radiography In The Rep...
Assessing Radiation Protection Knowledge In Diagnostic Radiography In The Rep...
 
Dose Evaluation and Reporting
Dose Evaluation and Reporting Dose Evaluation and Reporting
Dose Evaluation and Reporting
 
Detection of Lung Cancer using SVM Classification
Detection of Lung Cancer using SVM ClassificationDetection of Lung Cancer using SVM Classification
Detection of Lung Cancer using SVM Classification
 
Covid 19 Health Prediction using Supervised Learning with Optimization
Covid 19 Health Prediction using Supervised Learning with OptimizationCovid 19 Health Prediction using Supervised Learning with Optimization
Covid 19 Health Prediction using Supervised Learning with Optimization
 
Imia australia2007-mobil saude-ll-nov2006
Imia australia2007-mobil saude-ll-nov2006Imia australia2007-mobil saude-ll-nov2006
Imia australia2007-mobil saude-ll-nov2006
 
Ebook OPTIMAX
Ebook OPTIMAXEbook OPTIMAX
Ebook OPTIMAX
 
X-Ray Disease Identifier
X-Ray Disease IdentifierX-Ray Disease Identifier
X-Ray Disease Identifier
 
IRJET- Intelligent Prediction of Lung Cancer Via MRI Images using Morphologic...
IRJET- Intelligent Prediction of Lung Cancer Via MRI Images using Morphologic...IRJET- Intelligent Prediction of Lung Cancer Via MRI Images using Morphologic...
IRJET- Intelligent Prediction of Lung Cancer Via MRI Images using Morphologic...
 

More from Eduardo Medina Gironzini

Protección Radiológica en Radiología Intervencionista en niños
Protección Radiológica en Radiología Intervencionista en niñosProtección Radiológica en Radiología Intervencionista en niños
Protección Radiológica en Radiología Intervencionista en niñosEduardo Medina Gironzini
 
Aportes de la Sociedad Peruana de Radioprotección para mejorar la protección ...
Aportes de la Sociedad Peruana de Radioprotección para mejorar la protección ...Aportes de la Sociedad Peruana de Radioprotección para mejorar la protección ...
Aportes de la Sociedad Peruana de Radioprotección para mejorar la protección ...Eduardo Medina Gironzini
 
La Red Latinoamericana de Proteccion Radiologica en Medicina
La Red Latinoamericana de Proteccion Radiologica en MedicinaLa Red Latinoamericana de Proteccion Radiologica en Medicina
La Red Latinoamericana de Proteccion Radiologica en MedicinaEduardo Medina Gironzini
 
Historia y aportes de la FRALC para mejorar la protección radiológica en Amér...
Historia y aportes de la FRALC para mejorar la protección radiológica en Amér...Historia y aportes de la FRALC para mejorar la protección radiológica en Amér...
Historia y aportes de la FRALC para mejorar la protección radiológica en Amér...Eduardo Medina Gironzini
 
Herramientas y técnicas para la Gestión del Conocimiento Nuclear
Herramientas y técnicas para la Gestión del Conocimiento NuclearHerramientas y técnicas para la Gestión del Conocimiento Nuclear
Herramientas y técnicas para la Gestión del Conocimiento NuclearEduardo Medina Gironzini
 
Optimizar la protección radiológica del paciente o inferir riesgos de radiaci...
Optimizar la protección radiológica del paciente o inferir riesgos de radiaci...Optimizar la protección radiológica del paciente o inferir riesgos de radiaci...
Optimizar la protección radiológica del paciente o inferir riesgos de radiaci...Eduardo Medina Gironzini
 
Retos futuros en la Protección Radiológica del Paciente
Retos futuros en la Protección Radiológica del PacienteRetos futuros en la Protección Radiológica del Paciente
Retos futuros en la Protección Radiológica del PacienteEduardo Medina Gironzini
 
Registro de exposiciones médicas en América Latina: su importancia y la visió...
Registro de exposiciones médicas en América Latina: su importancia y la visió...Registro de exposiciones médicas en América Latina: su importancia y la visió...
Registro de exposiciones médicas en América Latina: su importancia y la visió...Eduardo Medina Gironzini
 
Protección Radiológica Operacional en PET/CT
Protección Radiológica Operacional en PET/CTProtección Radiológica Operacional en PET/CT
Protección Radiológica Operacional en PET/CTEduardo Medina Gironzini
 
Protección Radiológica en Radiología Pediátrica
Protección Radiológica en Radiología PediátricaProtección Radiológica en Radiología Pediátrica
Protección Radiológica en Radiología PediátricaEduardo Medina Gironzini
 
Requisitos de las Normas Básicas Internacionales de Seguridad en las Exposici...
Requisitos de las Normas Básicas Internacionales de Seguridad en las Exposici...Requisitos de las Normas Básicas Internacionales de Seguridad en las Exposici...
Requisitos de las Normas Básicas Internacionales de Seguridad en las Exposici...Eduardo Medina Gironzini
 
Protección Radiológica en Radiología Dental
Protección Radiológica en Radiología DentalProtección Radiológica en Radiología Dental
Protección Radiológica en Radiología DentalEduardo Medina Gironzini
 
Protección Radiológica del Paciente y Control de Calidad en Mamografía
Protección Radiológica del Paciente y Control de Calidad en MamografíaProtección Radiológica del Paciente y Control de Calidad en Mamografía
Protección Radiológica del Paciente y Control de Calidad en MamografíaEduardo Medina Gironzini
 
Diagnóstico y tratamiento de las lesiones producidas por exposición a radiaci...
Diagnóstico y tratamiento de las lesiones producidas por exposición a radiaci...Diagnóstico y tratamiento de las lesiones producidas por exposición a radiaci...
Diagnóstico y tratamiento de las lesiones producidas por exposición a radiaci...Eduardo Medina Gironzini
 
El principio de Justificación como humanización del sentido común. Un acercam...
El principio de Justificación como humanización del sentido común. Un acercam...El principio de Justificación como humanización del sentido común. Un acercam...
El principio de Justificación como humanización del sentido común. Un acercam...Eduardo Medina Gironzini
 
La Dosimetría de Estado Sólido aplicada en Física Médica y Protección Radioló...
La Dosimetría de Estado Sólido aplicada en Física Médica y Protección Radioló...La Dosimetría de Estado Sólido aplicada en Física Médica y Protección Radioló...
La Dosimetría de Estado Sólido aplicada en Física Médica y Protección Radioló...Eduardo Medina Gironzini
 
Optimización en Tomografía Computada mediante el uso de DRL y la importancia ...
Optimización en Tomografía Computada mediante el uso de DRL y la importancia ...Optimización en Tomografía Computada mediante el uso de DRL y la importancia ...
Optimización en Tomografía Computada mediante el uso de DRL y la importancia ...Eduardo Medina Gironzini
 
La Biodosimetría y sus aplicaciones en respuesta a emergencias radiológicas y...
La Biodosimetría y sus aplicaciones en respuesta a emergencias radiológicas y...La Biodosimetría y sus aplicaciones en respuesta a emergencias radiológicas y...
La Biodosimetría y sus aplicaciones en respuesta a emergencias radiológicas y...Eduardo Medina Gironzini
 
Los campos electromagnéticos (CEM) y su interacción con los seres vivos
Los campos electromagnéticos (CEM) y su interacción con los seres vivosLos campos electromagnéticos (CEM) y su interacción con los seres vivos
Los campos electromagnéticos (CEM) y su interacción con los seres vivosEduardo Medina Gironzini
 

More from Eduardo Medina Gironzini (20)

29 años de la FRALC
29 años de la FRALC29 años de la FRALC
29 años de la FRALC
 
Protección Radiológica en Radiología Intervencionista en niños
Protección Radiológica en Radiología Intervencionista en niñosProtección Radiológica en Radiología Intervencionista en niños
Protección Radiológica en Radiología Intervencionista en niños
 
Aportes de la Sociedad Peruana de Radioprotección para mejorar la protección ...
Aportes de la Sociedad Peruana de Radioprotección para mejorar la protección ...Aportes de la Sociedad Peruana de Radioprotección para mejorar la protección ...
Aportes de la Sociedad Peruana de Radioprotección para mejorar la protección ...
 
La Red Latinoamericana de Proteccion Radiologica en Medicina
La Red Latinoamericana de Proteccion Radiologica en MedicinaLa Red Latinoamericana de Proteccion Radiologica en Medicina
La Red Latinoamericana de Proteccion Radiologica en Medicina
 
Historia y aportes de la FRALC para mejorar la protección radiológica en Amér...
Historia y aportes de la FRALC para mejorar la protección radiológica en Amér...Historia y aportes de la FRALC para mejorar la protección radiológica en Amér...
Historia y aportes de la FRALC para mejorar la protección radiológica en Amér...
 
Herramientas y técnicas para la Gestión del Conocimiento Nuclear
Herramientas y técnicas para la Gestión del Conocimiento NuclearHerramientas y técnicas para la Gestión del Conocimiento Nuclear
Herramientas y técnicas para la Gestión del Conocimiento Nuclear
 
Optimizar la protección radiológica del paciente o inferir riesgos de radiaci...
Optimizar la protección radiológica del paciente o inferir riesgos de radiaci...Optimizar la protección radiológica del paciente o inferir riesgos de radiaci...
Optimizar la protección radiológica del paciente o inferir riesgos de radiaci...
 
Retos futuros en la Protección Radiológica del Paciente
Retos futuros en la Protección Radiológica del PacienteRetos futuros en la Protección Radiológica del Paciente
Retos futuros en la Protección Radiológica del Paciente
 
Registro de exposiciones médicas en América Latina: su importancia y la visió...
Registro de exposiciones médicas en América Latina: su importancia y la visió...Registro de exposiciones médicas en América Latina: su importancia y la visió...
Registro de exposiciones médicas en América Latina: su importancia y la visió...
 
Protección Radiológica Operacional en PET/CT
Protección Radiológica Operacional en PET/CTProtección Radiológica Operacional en PET/CT
Protección Radiológica Operacional en PET/CT
 
Protección Radiológica en Radiología Pediátrica
Protección Radiológica en Radiología PediátricaProtección Radiológica en Radiología Pediátrica
Protección Radiológica en Radiología Pediátrica
 
Requisitos de las Normas Básicas Internacionales de Seguridad en las Exposici...
Requisitos de las Normas Básicas Internacionales de Seguridad en las Exposici...Requisitos de las Normas Básicas Internacionales de Seguridad en las Exposici...
Requisitos de las Normas Básicas Internacionales de Seguridad en las Exposici...
 
Protección Radiológica en Radiología Dental
Protección Radiológica en Radiología DentalProtección Radiológica en Radiología Dental
Protección Radiológica en Radiología Dental
 
Protección Radiológica del Paciente y Control de Calidad en Mamografía
Protección Radiológica del Paciente y Control de Calidad en MamografíaProtección Radiológica del Paciente y Control de Calidad en Mamografía
Protección Radiológica del Paciente y Control de Calidad en Mamografía
 
Diagnóstico y tratamiento de las lesiones producidas por exposición a radiaci...
Diagnóstico y tratamiento de las lesiones producidas por exposición a radiaci...Diagnóstico y tratamiento de las lesiones producidas por exposición a radiaci...
Diagnóstico y tratamiento de las lesiones producidas por exposición a radiaci...
 
El principio de Justificación como humanización del sentido común. Un acercam...
El principio de Justificación como humanización del sentido común. Un acercam...El principio de Justificación como humanización del sentido común. Un acercam...
El principio de Justificación como humanización del sentido común. Un acercam...
 
La Dosimetría de Estado Sólido aplicada en Física Médica y Protección Radioló...
La Dosimetría de Estado Sólido aplicada en Física Médica y Protección Radioló...La Dosimetría de Estado Sólido aplicada en Física Médica y Protección Radioló...
La Dosimetría de Estado Sólido aplicada en Física Médica y Protección Radioló...
 
Optimización en Tomografía Computada mediante el uso de DRL y la importancia ...
Optimización en Tomografía Computada mediante el uso de DRL y la importancia ...Optimización en Tomografía Computada mediante el uso de DRL y la importancia ...
Optimización en Tomografía Computada mediante el uso de DRL y la importancia ...
 
La Biodosimetría y sus aplicaciones en respuesta a emergencias radiológicas y...
La Biodosimetría y sus aplicaciones en respuesta a emergencias radiológicas y...La Biodosimetría y sus aplicaciones en respuesta a emergencias radiológicas y...
La Biodosimetría y sus aplicaciones en respuesta a emergencias radiológicas y...
 
Los campos electromagnéticos (CEM) y su interacción con los seres vivos
Los campos electromagnéticos (CEM) y su interacción con los seres vivosLos campos electromagnéticos (CEM) y su interacción con los seres vivos
Los campos electromagnéticos (CEM) y su interacción con los seres vivos
 

Recently uploaded

Aspirin presentation slides by Dr. Rewas Ali
Aspirin presentation slides by Dr. Rewas AliAspirin presentation slides by Dr. Rewas Ali
Aspirin presentation slides by Dr. Rewas AliRewAs ALI
 
Russian Call Girls Chickpet - 7001305949 Booking and charges genuine rate for...
Russian Call Girls Chickpet - 7001305949 Booking and charges genuine rate for...Russian Call Girls Chickpet - 7001305949 Booking and charges genuine rate for...
Russian Call Girls Chickpet - 7001305949 Booking and charges genuine rate for...narwatsonia7
 
Housewife Call Girls Hoskote | 7001305949 At Low Cost Cash Payment Booking
Housewife Call Girls Hoskote | 7001305949 At Low Cost Cash Payment BookingHousewife Call Girls Hoskote | 7001305949 At Low Cost Cash Payment Booking
Housewife Call Girls Hoskote | 7001305949 At Low Cost Cash Payment Bookingnarwatsonia7
 
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...Garima Khatri
 
Call Girl Bangalore Nandini 7001305949 Independent Escort Service Bangalore
Call Girl Bangalore Nandini 7001305949 Independent Escort Service BangaloreCall Girl Bangalore Nandini 7001305949 Independent Escort Service Bangalore
Call Girl Bangalore Nandini 7001305949 Independent Escort Service Bangalorenarwatsonia7
 
Call Girls Service Bellary Road Just Call 7001305949 Enjoy College Girls Service
Call Girls Service Bellary Road Just Call 7001305949 Enjoy College Girls ServiceCall Girls Service Bellary Road Just Call 7001305949 Enjoy College Girls Service
Call Girls Service Bellary Road Just Call 7001305949 Enjoy College Girls Servicenarwatsonia7
 
High Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service Jaipur
High Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service JaipurHigh Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service Jaipur
High Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service Jaipurparulsinha
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escortsaditipandeya
 
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...Miss joya
 
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...narwatsonia7
 
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...Miss joya
 
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...Miss joya
 
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...Miss joya
 
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...narwatsonia7
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escortsvidya singh
 
CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune) Girls Service
CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune)  Girls ServiceCALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune)  Girls Service
CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune) Girls ServiceMiss joya
 
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...Miss joya
 

Recently uploaded (20)

Aspirin presentation slides by Dr. Rewas Ali
Aspirin presentation slides by Dr. Rewas AliAspirin presentation slides by Dr. Rewas Ali
Aspirin presentation slides by Dr. Rewas Ali
 
Russian Call Girls Chickpet - 7001305949 Booking and charges genuine rate for...
Russian Call Girls Chickpet - 7001305949 Booking and charges genuine rate for...Russian Call Girls Chickpet - 7001305949 Booking and charges genuine rate for...
Russian Call Girls Chickpet - 7001305949 Booking and charges genuine rate for...
 
Housewife Call Girls Hoskote | 7001305949 At Low Cost Cash Payment Booking
Housewife Call Girls Hoskote | 7001305949 At Low Cost Cash Payment BookingHousewife Call Girls Hoskote | 7001305949 At Low Cost Cash Payment Booking
Housewife Call Girls Hoskote | 7001305949 At Low Cost Cash Payment Booking
 
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
 
Call Girl Bangalore Nandini 7001305949 Independent Escort Service Bangalore
Call Girl Bangalore Nandini 7001305949 Independent Escort Service BangaloreCall Girl Bangalore Nandini 7001305949 Independent Escort Service Bangalore
Call Girl Bangalore Nandini 7001305949 Independent Escort Service Bangalore
 
Call Girls Service Bellary Road Just Call 7001305949 Enjoy College Girls Service
Call Girls Service Bellary Road Just Call 7001305949 Enjoy College Girls ServiceCall Girls Service Bellary Road Just Call 7001305949 Enjoy College Girls Service
Call Girls Service Bellary Road Just Call 7001305949 Enjoy College Girls Service
 
High Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service Jaipur
High Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service JaipurHigh Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service Jaipur
High Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service Jaipur
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
 
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...
 
Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...
Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...
Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...
 
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
 
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...
 
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...
 
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
Call Girls Service Pune Vaishnavi 9907093804 Short 1500 Night 6000 Best call ...
 
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
 
CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune) Girls Service
CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune)  Girls ServiceCALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune)  Girls Service
CALL ON ➥9907093804 🔝 Call Girls Hadapsar ( Pune) Girls Service
 
Escort Service Call Girls In Sarita Vihar,, 99530°56974 Delhi NCR
Escort Service Call Girls In Sarita Vihar,, 99530°56974 Delhi NCREscort Service Call Girls In Sarita Vihar,, 99530°56974 Delhi NCR
Escort Service Call Girls In Sarita Vihar,, 99530°56974 Delhi NCR
 
sauth delhi call girls in Bhajanpura 🔝 9953056974 🔝 escort Service
sauth delhi call girls in Bhajanpura 🔝 9953056974 🔝 escort Servicesauth delhi call girls in Bhajanpura 🔝 9953056974 🔝 escort Service
sauth delhi call girls in Bhajanpura 🔝 9953056974 🔝 escort Service
 
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...
 

Patient exposure monitoring in medical imaging: Why and how?

  • 1. Vassileva, ICDA-3 2019, Lisbon Patient exposure monitoring in medical imaging: why and how? Jenia Vassileva, Ph.D. Radiation Protection Specialist Radiation Protection of Patients Unit International Atomic Energy Agency, Vienna, Austria
  • 2. Vassileva, ICDA-3 2019, Lisbon Objectives To learn about the main features of a system for recording, collecting, and analizing dosimetric data To become familiar with different analytical uses of collected dose data To understand how patient exposure monitoring fits into the framework of continuous optimization of medical imaging   
  • 3. Vassileva, ICDA-3 2019, Lisbon Goal and Strategy GOAL What and why we would like to achieve STRATEGY How we will achieve the goal PLAN What actions we will take to fulfil the strategy and succeed
  • 4. Vassileva, ICDA-3 2019, Lisbon Effective diagnosis Effective treatment Positive effect on patient health and life The goal of medical practice
  • 5. Vassileva, ICDA-3 2019, Lisbon Effective diagnosis: •right diagnosis •timely diagnosis •minimum risks The goal of diagnostic imaging practice ✓ Imaging modality ✓ Equipment: availability, performance, operation ✓ Human factor: knowledge, skills, attitude ✓ Patient history and clinical information ✓ Economic factors
  • 6. Vassileva, ICDA-3 2019, Lisbon Effective diagnosis: •right diagnosis •timely diagnosis •minimum risks The goal of diagnostic imaging practice Radiation protection perspective: Optimization of protection: Keeping the exposure of patients to the minimum necessary to achieve the required diagnostic or interventional objective.
  • 7. Vassileva, ICDA-3 2019, Lisbon Diagnostic accuracyVisualization capability Medical imaging objective: effective diagnosis Image production Image interpretation
  • 8. Vassileva, ICDA-3 2019, Lisbon Medical imaging objective: effective diagnosis Diagnostic accuracy depends on: ✓ knowledge and experience; ✓ availability of patient history; ✓ availability of other clinical information; ✓ diagnostic criteria; ✓ viewing conditions Visualization capability =Image quality =Useful diagnostic content depends on: ✓ imaging modality; ✓ equipment: ✓ availability; ✓ performance; ✓ operation
  • 9. Vassileva, ICDA-3 2019, Lisbon Radiation risk Risk of ionizing radiation depends on: ✓imaging modality; ✓equipment: ✓ design; ✓ performance; ✓ operation; ✓human factor: ✓ education and training ✓ safety culture
  • 10. Vassileva, ICDA-3 2019, Lisbon Patient dose Image Contrast SNR Image quality and patient dose Photon energy, keV Attenuationcoefficient bone muscle fat
  • 11. Vassileva, ICDA-3 2019, Lisbon • Optimisation of protection is not minimisation of dose • Too low a radiation dose could be as bad as too high a radiation dose, in that the consequence could be that the images obtained are not of suitable diagnostic quality. • It is of paramount importance that the medical exposure leads to the required outcome. Optimization of protection (International BSS)
  • 12. Vassileva, ICDA-3 2019, Lisbon Optimization of protection (International BSS) Registrants and licensees and radiological medical practitioners shall ensure that protection and safety is optimized for each medical exposure Components to consider: 1.Design considerations for equipment 2.Operational considerations 3.Dosimetry of patients 4.Diagnostic Reference Levels (DRLs) 5.Calibration 6.Quality assurance 7.Dose constraints (for carers and comforters) Monitoring patient dose is a key requirement toward optimization
  • 13. Vassileva, ICDA-3 2019, Lisbon Registrants and licensees shall ensure that: • Dosimetry of patients is performed and documented …, to determine typical doses to patients for common diagnostic and for image guided interventional procedures; • Local assessments… are made at approved intervals for those radiological procedures for which DRLs have been established; • A review is conducted to determine whether the optimization of protection for patients is adequate if typical doses exceed the relevant DRL, or they fall substantially below the relevant DRL and the exposures do not provide useful diagnostic information … • Records are maintained of dosimetry of patients and local assessments and reviews made with regard to DRLs Optimization of protection (International BSS) 13
  • 14. Vassileva, ICDA-3 2019, Lisbon Goal and Strategy GOAL What and why we would like to achieve STRATEGY How we will achieve the goal PLAN What actions we will take to fulfil the strategy and succeed
  • 15. Vassileva, ICDA-3 2019, Lisbon Terminology 15 •Patient exposure data •Exposure monitoring •Recording patient exposure data •Collecting patient exposure data •Tracking patient exposure data •Managing patient exposure data A process including the mechanism and the operational elements related to collecting, interpreting, and acting upon quantities associated with clinical imaging operation A process of documenting patient exposure data manually or electronically A process of gathering patient exposure data into a common system. The term can be used synonymously as recording and collecting together An analysis process of ascertaining and monitoring temporal trends in individual or collective stored data A process of oversight through exposure data recording, tracking, and analysis towards improvement of radiation protection and patient care A collection of metrics characterizing patient exposure to ionizing radiation including both modality-centric and patient-centric quantities
  • 16. Vassileva, ICDA-3 2019, Lisbon Patient dose metrics 16 Application Dose quantity Dose unit •Plain radiography, including dental •Mammography •Fluoroscopy & fluoroscopy guided interventional procedures •Computed tomography •Nuclear medicine Entrance surface air kerma, Ke Kerma-area product, PKA mGy μGy.m2 Incident air kerma, Ki Mean glandular dose, MGD mGy mGy Kerma-area product, PKA Cumulative air kerma at the interventional reference point Gy.cm2 mGy CT air kerma index, C Air kerma-length product, LKP mGy mGy.cm Administered activity MBq
  • 17. Vassileva, ICDA-3 2019, Lisbon Entrance surface air kerma, Ke Unit: Gy Direct measurement with TLD Calculation from the tube output Ke = Ki. B В – Backscatter factor (1,2 – 1,4) Dose quantities: Radiography
  • 18. Vassileva, ICDA-3 2019, Lisbon Kerma-area product (KAP) Unit: Gy·m2 (µGy.m2 = cGy.cm2) Transparent ionization chamber Dose quantities: Radiography and fluoroscopy 18
  • 19. Vassileva, ICDA-3 2019, Lisbon Cumulative air kerma at the interventional reference point Dose quantities: Fluoroscopy Unit: mGy
  • 20. Vassileva, ICDA-3 2019, Lisbon Dose quantities: Computed tomography 20 Computed-tomography air kerma index, C Unit: mGy Air kerma-length product, LKP Unit: mGy.cm
  • 21. Vassileva, ICDA-3 2019, Lisbon Computed-tomography air kerma index, C 10 cm ionization chamber Measurement in air or in a phantom: 16 cm for head and 32 cm for body Dose quantities: Computed tomography
  • 22. Vassileva, ICDA-3 2019, Lisbon RECORDING COLLECTING ANALYZING Storing (archive) Sub- archives Storing Patient exposure data workflow 22
  • 23. Vassileva, ICDA-3 2019, Lisbon • Facility (modality) level • Multi-facility • Hospital • A region in the country • Country • Region of more countries • International Patient exposure monitoring strategy 23 Hospital A Hospital B Hospital C Hospital E Hospital FHospital Z
  • 24. Vassileva, ICDA-3 2019, Lisbon Patient exposure monitoring strategy 24 Monitoring at population level (group) Tracking at individual level Hospital A Hospital B Hospital C Hospital E Hospital FHospital Z
  • 25. Vassileva, ICDA-3 2019, Lisbon Exposure monitoring at population level 25 • For group of patients • No need of patient ID • Measurable dose quantities (modality specific) Monitoring at population level (group) Used for: – Optimization – Benchmarking – Trends over time – Quality assurance
  • 26. Vassileva, ICDA-3 2019, Lisbon • Consistent with the general tendency of patient-centered (personalised) health care • Unique patient identifier is critical • Dose metrics related to individual radiation risk (?): ideally to account for patient size, age; gender; morphology; biokinetics (NM) … Exposure tracking at individual level 26 Tracking at individual level Quantities related to individual risk: organ doses, effective dose (?) or other risk index? •Who will have access? •Education of users
  • 27. Vassileva, ICDA-3 2019, Lisbon Individual tracking for justification and optimization Referral guidelines, CDS, Justification; Epidemiology, Research Patient exposure monitoring strategy At population level (group of patients) For individual patients Patient data, procedure data and modality specific dose indices (KAP, CTDIvol, DLP, CD, PSD, ..), plus IQ indices Frequencies (number) of procedures Patient identification (ID) DRL; Typical dose levels; Alert levels Optimization of patient protection and imaging practice Organ doses Effective dose (or other risk index) Population doses (trends, comparison) Organ doses Effective dose (or other risk index)
  • 28. Vassileva, ICDA-3 2019, Lisbon RECORDING 1. Manual recording (at modality): - Paper - Into RIS 2. Electronic recording of radiation exposure details in a standard format (at modality): • Non-DICOM dose objects - Modality Performed Procedure Step (MPPS) to HIS/RIS - Image “header” attributes - Bitmap (graphic) images in PACS and Optical character recognition (OCR) conversion • DICOM object: - For each radiation event - Collected in a unique object (DICOM Radiation Dose Structured Report): Includes patient demographics, study information, imaging technique, geometry and dose metrics Storing (archive) Patient exposure monitoring workflow 28
  • 29. Vassileva, ICDA-3 2019, Lisbon Data to be recorded • Level 1 (Minimum requirements): The first order data are relevant to characterize the exposure and contain information that can be easily derived from the patient and exam records in the RIS and dosimetric quantities that the equipment can provide (calculated or measured). • Level 2 (Standard requirements): The second order data contain more capillary information. In particular data for the single irradiation events are included for every modality. Scope of this set of data is to refine the exposure conditions in order to estimate single patient dose. The level of accuracy in the calculations depends on the amount of information collected. • Level 3 (Advanced requirements): The third order of data is used for the optimization and includes derived dosimetric data (e.g.: organ doses including peak skin dose for IR), information linked. 29
  • 30. Vassileva, ICDA-3 2019, Lisbon Data to be recorded (example: Radiography) 30 • Level 1: - Number and type (e.g. AP/PA/Lat) of radiographic projections - Per projection: - KAP value - If KAP meter is not available: kV, mAs, Source-detector distance, Tube output, ESAK (calculated or measured) • Level 2: - kV; mAs; Source-detector distance; Source-patient distance; Entrance surface air kerma; Exposure time; Filtration; Field size; Grid; Film-screen combination speed, or Exposure index and Deviation Index (for CR/DR) • Level 3: - Focal spot size; Post-processing settings - AEC (Y/N; chamber location) - Matrix size; Pixel size; Bit stored - Organ dose - Image quality KAP ESAK
  • 31. Vassileva, ICDA-3 2019, Lisbon Patient exposure monitoring workflow 31 •Collection of data from different dose objects • Different patients/ X-ray unit/ modality/ facility/ region/ country…… • Using standardized templates (reflecting the purpose of the collection •Means • Electronic • Manual (paper) •Stored for further processing RECORDING COLLECTING Storing (archive) Sub- archives
  • 32. Vassileva, ICDA-3 2019, Lisbon Exposure data collection • Definition of the group (classification) ▪ Examination parameters ▪ Patient parameters ▪ Acquisition parameters 32
  • 33. Vassileva, ICDA-3 2019, Lisbon Exposure data collection • Definition of the group (classification) ▪ Examination parameters • the modality (i.e., CT, radiography, etc.), • the procedure (e.g., abdominal CT, chest radiography) • sub-procedure (e.g., PA or lateral view), • the clinical indication targeted for the examination (e.g., liver lesions) • the complexity of procedure 33
  • 34. Vassileva, ICDA-3 2019, Lisbon Exposure data collection • Definition of the group (classification) ▪ Examination parameters ▪ Patient parameters • the patient type (e.g., adult, pediatric, inpatient, outpatient, emergency patients, etc.) • patient characteristics (e.g., gender, age, weight, body mass index, diameter 34
  • 35. Vassileva, ICDA-3 2019, Lisbon Exposure data collection • Definition of the group (classification) ▪ Examination parameters ▪ Patient parameters ▪ Acquisition parameters • specific imaging system used to acquire the images (make and model, software version) • the room used to perform the examination • the timing of the examination (e.g. shift, period of year, etc) • the radiographer/ technologist who performed • the specific imaging protocol invoked in the data acquisition. 35
  • 36. Vassileva, ICDA-3 2019, Lisbon Patient exposure monitoring workflow 36 RECORDING COLLECTING ANALYZING Storing (archive) Sub- archives Storing • Statistical analysis • Trends (per protocol, per group, per facility,….) • Temporal changes • Population analysis (DRLs, collective dose to population, epidemiological studies, research….) • Individual tracking, etc
  • 37. Vassileva, ICDA-3 2019, Lisbon Analysis: Establishing DRLs and typical doses • For DRL setting: Representative survey –Wide-spread in terms of various types and size of facilities (rural, urban, private, public), equipment, and geographical locations. –A snap shot of current practice in the country or region is obtained, reflecting both good and poor practices, for that particular imaging procedure. –The DRL is typically the rounded 75th percentile of the distribution of typical (median) doses for the room or facility –Excludes high dose ‘tail’ of distribution 37
  • 38. Vassileva, ICDA-3 2019, Lisbon Analysis: Establishing DRLs and typical doses • National/ regional dose registries 38
  • 39. Vassileva, ICDA-3 2019, Lisbon Analysis: Benchmarking against DRLs 39 Courtesy K. Kanal
  • 40. Vassileva, ICDA-3 2019, Lisbon Analysis: Identifying and investigating over-exposure and under-exposure 40 Courtesy E. Samei, DUMC
  • 41. Vassileva, ICDA-3 2019, Lisbon Analysis: Inter-system variability 41 D.Frush; E. Samei, CT Radiation Dose Monitoring: Current State and New Prospects, Medscape Radiology, 2015 CT scanner 1 CT scanner 2
  • 42. Vassileva, ICDA-3 2019, Lisbon Patient exposure monitoring software • Commercial and open source • To provide standardized and validated data for transfer to vendor neutral archieves 42 Interoperability among modalities: • The IHE profile serves as an implementation guide for vendors • REM profile ensures interoperability among modalities, PACS, dose report systems and even national archives.
  • 43. Vassileva, ICDA-3 2019, Lisbon Patient radiation exposure monitoring Ideally, exposure monitoring need to be integrated with the general patient information systems (Electronic Health Records, EHR): • Patient related data • Images • Imaging reports • Exposure related quantities and connected to the electronic referral and clinical decision support (CDS) systems. 43
  • 44. Vassileva, ICDA-3 2019, Lisbon Patient Organizations ordering radiology services Users of exposure monitoring systems Equipment vendors (for maintenance and development) 44 Research institutions Radiation protection authority Medical physicist in charge of patient exposure data management Specific needs of different users  Specific rights for extracting and analysing the patient exposure data  Specific platform (dashboard) for each group with particular features, objectives and desired outputs. Radiographers having a specified role in data management Referring physician Health Authority Radiology department and/or hospitals providing radiology services IT expert services of the hospital (for maintenance and development) Radiological professional responsible for procedures
  • 45. Vassileva, ICDA-3 2019, Lisbon Challenges: Data quality and accuracy •Calibration and checks of the dosimetric information provided by the equipment (integrated dosimeters and software that calculates, displays and report dose metrics) •Verification of the data transmitted to the archives (PACS, RIS, Dose Tracking System, Dose Registry). •Verification of data analysis •QA program ‐ Clearly defined responsibilities ‐ Role of the facility’s medical physicists working with the equipment/ dose monitoring software vendor ‐ Training of all users - initial and continuous ‐ Regular reports: at least annually 45
  • 46. Vassileva, ICDA-3 2019, Lisbon Challenges • Classification (coding) problems: Need of standardization of examination nomenclature • Data collection parameters: Statistical requirements, representativenes, sample sizes, etc. • Patient group definition: Distinction of paedaitric examinations, age, weight or size based grouping of patients; Availability of patient weight • Information management (IT) problems: Data protection, access control, privacy and confidentiality regulations, use of cloud computers, ethical considerations 46
  • 47. Vassileva, ICDA-3 2019, Lisbon Conclusions • Patient dose monitoring is a key requirement toward optimization. • It is an objective tool for impovement of radiation protection, but can serve also the wider goal of optimizing healthcare resources. • For most effective use, the exposure management should be integrated into the electronic health care management systems. • Human and technologic resources are necessary. • The automatic exposure management system is a tool to facilitate the efficient collection and distribution of dose information, but it needs systematic QC for validation of data recording, transfer, collection and analysis. • The team work is crucial for defining the strategy and implementation plans 47
  • 48. Vassileva, ICDA-3 2019, Lisbon j.vassileva@iaea.org Thank YOU! Visit us at https://www.iaea.org/resources/rpop