SlideShare a Scribd company logo
How creative computing aids in our health and well being
Computational Thinking
Mujitha Bai K B
WhizThinkers
https://whizthinkers.com
IoT Systems in Healthcare - Example
IoT System - Main Components
How to go about with an IoT System
(Systems Thinking & Modeling)
Applied Computational Thinking
Vascular Anomalies - Challenges
- Even though there are initiatives to harness cutting-edge tech to push
forward global efforts to combat the disease using
- 3D Printing, Telemedicine, Artificial Intelligence (AI)
- The #1 challenge is
- How to collect data from patients and health professionals
- How to ensure latest findings are applied in practice
- Diagnosis
- Treatment
- And these are #1 challenges for all rare diseases
- Our focus of discussion today: How IoT systems can value-add in this?
This is a typical case where Computational Thinking needs to be
applied
Vascular Anomalies – Our Business Scenario
Bangalore
Urban
Hospital 1 Hospital 2 Hospital 3
Bangalore
Rural
Hoskote Shivgange
Kerala
Cities
Kerala
Rural
India
Hospitals
US
Hospitals
Internet of Things (IoT) Systems
1) Value-add brought in by IoT Systems to Vascular Anomalies
2) Main IoT Components
3) How to go about with an IoT system
Vascular Anomalies (VA) Use cases - patients, doctors, radiologists, equipment
Vascular Anomalies – Classification
Vascular Anomalies – Image Patterns & Classification
Vascular Anomalies (VA) – IoT / Analytics / Computing Platforms
IoT Data submission
Internet of Things (IoT) Systems
1) Value-add brought in by IoT Systems to Vascular Anomalies
2) Main IoT Components
3) How to go about with an IoT system
Main IoT Components
Devices
Wearables
Sensors
Edge Computing
Fog Computing
Protocols
Data Storage
Analytical Decisions
Actuators
Big Data Programming Security
Internet of Things (IoT) Systems
1) Value-add brought in by IoT Systems to Vascular Anomalies
2) Main IoT Components
3) How to go about with an IoT system
Healthy behaviours platform for Maternal & Child Care
(using wearables, sensors, apps)
Main goals:
1) Facilitate behaviour change among target populations
2) Improve data collection for research in low-resource settings
Wearables / Sensors that will improve the health of mothers & new-borns by
1) Increasing uptake of healthy behaviours
2) Facilitating research on maternal & neonatal interventions in low-resource
settings.
Lack of awareness, motivation and unwillingness to change an old behaviour all
play a role in making health behaviour change a challenge.
IDEATION
Cyber Physical Systems (CPS)
- Cyber-physical systems combine digital and analog devices, interfaces,
networks, computer systems, and the like, with the natural and man-made
physical world.
Cyber Physical Systems – Examples (medical devices and systems)
- consumer electronics, toys and games,
- assisted living, traffic control/safety, automotive systems, process control,
- energy management and conservation, environmental control, aircraft control
- communications systems, instrumentation, critical infrastructure control
(electric power, water resources, and communications systems for example),
- robotics and distributed robotics (telepresence, telemedicine), defense
systems, manufacturing, and smart structures
https://www.coursera.org/learn/cyber-physical-systems-1
- The inherent interconnected and heterogeneous combination of behaviors in
these systems makes their analysis and design an exciting and challenging task.
Cyber Physical Modeling (CPS Modeling)
Model in Discrete-time &
Continuous-Time
Model Physical Components Model Cyber Components
MATLAB, Simulink
Finite State Machines,
Computations, Algorithms
Model Interfaces
Conversion,
Networks
Trajectories in CPS and Simulations:
Time Domains, Executions, and
Complete CPS Models
In CPS: Modeling and Simulation,
The main focus is on models of physical process, finite state machines,
computation, converters between physical and cyber variables, and digital
networks. https://www.coursera.org/learn/cyber-physical-systems-
1/home/welcome
How computing aids in our health / well-being? (e.g. vascular anomalies)
Mujitha Bai K B
WhizThinkers
https://whizthinkers.com
THANK YOU!!

More Related Content

What's hot

Big Data, CEP and IoT : Redefining Healthcare Information Systems and Analytics
Big Data, CEP and IoT : Redefining Healthcare Information Systems and AnalyticsBig Data, CEP and IoT : Redefining Healthcare Information Systems and Analytics
Big Data, CEP and IoT : Redefining Healthcare Information Systems and Analytics
Tauseef Naquishbandi
 
PreScouter Internet of Medical Things: Industry Roundtable Webinar
PreScouter Internet of Medical Things: Industry Roundtable WebinarPreScouter Internet of Medical Things: Industry Roundtable Webinar
PreScouter Internet of Medical Things: Industry Roundtable Webinar
PreScouter
 
How artificial intelligence ai assist in medicine, an example of diffrent dev...
How artificial intelligence ai assist in medicine, an example of diffrent dev...How artificial intelligence ai assist in medicine, an example of diffrent dev...
How artificial intelligence ai assist in medicine, an example of diffrent dev...
Shazia Iqbal
 
IOT in healthcare
IOT in healthcareIOT in healthcare
IOT in healthcare
Midhun Abraham
 
UBIQUITOUS HEALTHCARE MONITORING SYSTEM USING INTEGRATED TRIAXIAL ACCELEROMET...
UBIQUITOUS HEALTHCARE MONITORING SYSTEM USING INTEGRATED TRIAXIAL ACCELEROMET...UBIQUITOUS HEALTHCARE MONITORING SYSTEM USING INTEGRATED TRIAXIAL ACCELEROMET...
UBIQUITOUS HEALTHCARE MONITORING SYSTEM USING INTEGRATED TRIAXIAL ACCELEROMET...
ijujournal
 
Embedded systems in biomedical applications
Embedded systems in biomedical applicationsEmbedded systems in biomedical applications
Embedded systems in biomedical applications
Seminar Links
 
Artificial Intelligence in HealthCare
Artificial Intelligence in HealthCareArtificial Intelligence in HealthCare
Artificial Intelligence in HealthCare
Mobiquity - Europe
 
Health, Wellness & Wearables
Health, Wellness & Wearables Health, Wellness & Wearables
Health, Wellness & Wearables
Tsahia Hobson, MHA
 
IoT in Health Care
IoT in Health CareIoT in Health Care
IoT in Health Care
Md. Sohag Miah
 
AI in Healthcare
AI in HealthcareAI in Healthcare
AI in Healthcare
Khushal Khan Khattak
 
Dr. Allen Cherer on Artificial Intelligence (AI) in Healthcare
Dr. Allen Cherer on Artificial Intelligence (AI) in HealthcareDr. Allen Cherer on Artificial Intelligence (AI) in Healthcare
Dr. Allen Cherer on Artificial Intelligence (AI) in Healthcare
Dr. Allen Cherer
 
IWCMC Invited Talk for the E-5G Presentation
IWCMC Invited Talk for the E-5G PresentationIWCMC Invited Talk for the E-5G Presentation
IWCMC Invited Talk for the E-5G Presentation
Junaid Qadir
 
SVHealth2.0 Wearables Symposium - August 2018
SVHealth2.0 Wearables Symposium - August 2018SVHealth2.0 Wearables Symposium - August 2018
SVHealth2.0 Wearables Symposium - August 2018
Valencell, Inc
 
Big Data Analytics for Smart Health Care
Big Data Analytics for Smart Health CareBig Data Analytics for Smart Health Care
Big Data Analytics for Smart Health Care
Eshan Bhuiyan
 
How can Digital Twins Drive Healthcare Transformation?
How can Digital Twins Drive Healthcare Transformation?How can Digital Twins Drive Healthcare Transformation?
How can Digital Twins Drive Healthcare Transformation?
Way2Smile
 
Ai in healthcare
Ai in healthcareAi in healthcare
Ai in healthcare
muskannn
 
Wearables in Healthcare: 2016 Prospects and the Money-Saving Patient
Wearables in Healthcare: 2016 Prospects and the Money-Saving PatientWearables in Healthcare: 2016 Prospects and the Money-Saving Patient
Wearables in Healthcare: 2016 Prospects and the Money-Saving Patient
Espeo Software
 
Role of artificial intelligence in health care
Role of artificial intelligence in health careRole of artificial intelligence in health care
Role of artificial intelligence in health care
Prachi Gupta
 
5G for Healthcare
5G for Healthcare5G for Healthcare
5G for Healthcare
Deeptanu Datta
 
Creating self-aware and smart healthy cities
Creating self-aware and smart healthy citiesCreating self-aware and smart healthy cities
Creating self-aware and smart healthy cities
Maged N. Kamel Boulos
 

What's hot (20)

Big Data, CEP and IoT : Redefining Healthcare Information Systems and Analytics
Big Data, CEP and IoT : Redefining Healthcare Information Systems and AnalyticsBig Data, CEP and IoT : Redefining Healthcare Information Systems and Analytics
Big Data, CEP and IoT : Redefining Healthcare Information Systems and Analytics
 
PreScouter Internet of Medical Things: Industry Roundtable Webinar
PreScouter Internet of Medical Things: Industry Roundtable WebinarPreScouter Internet of Medical Things: Industry Roundtable Webinar
PreScouter Internet of Medical Things: Industry Roundtable Webinar
 
How artificial intelligence ai assist in medicine, an example of diffrent dev...
How artificial intelligence ai assist in medicine, an example of diffrent dev...How artificial intelligence ai assist in medicine, an example of diffrent dev...
How artificial intelligence ai assist in medicine, an example of diffrent dev...
 
IOT in healthcare
IOT in healthcareIOT in healthcare
IOT in healthcare
 
UBIQUITOUS HEALTHCARE MONITORING SYSTEM USING INTEGRATED TRIAXIAL ACCELEROMET...
UBIQUITOUS HEALTHCARE MONITORING SYSTEM USING INTEGRATED TRIAXIAL ACCELEROMET...UBIQUITOUS HEALTHCARE MONITORING SYSTEM USING INTEGRATED TRIAXIAL ACCELEROMET...
UBIQUITOUS HEALTHCARE MONITORING SYSTEM USING INTEGRATED TRIAXIAL ACCELEROMET...
 
Embedded systems in biomedical applications
Embedded systems in biomedical applicationsEmbedded systems in biomedical applications
Embedded systems in biomedical applications
 
Artificial Intelligence in HealthCare
Artificial Intelligence in HealthCareArtificial Intelligence in HealthCare
Artificial Intelligence in HealthCare
 
Health, Wellness & Wearables
Health, Wellness & Wearables Health, Wellness & Wearables
Health, Wellness & Wearables
 
IoT in Health Care
IoT in Health CareIoT in Health Care
IoT in Health Care
 
AI in Healthcare
AI in HealthcareAI in Healthcare
AI in Healthcare
 
Dr. Allen Cherer on Artificial Intelligence (AI) in Healthcare
Dr. Allen Cherer on Artificial Intelligence (AI) in HealthcareDr. Allen Cherer on Artificial Intelligence (AI) in Healthcare
Dr. Allen Cherer on Artificial Intelligence (AI) in Healthcare
 
IWCMC Invited Talk for the E-5G Presentation
IWCMC Invited Talk for the E-5G PresentationIWCMC Invited Talk for the E-5G Presentation
IWCMC Invited Talk for the E-5G Presentation
 
SVHealth2.0 Wearables Symposium - August 2018
SVHealth2.0 Wearables Symposium - August 2018SVHealth2.0 Wearables Symposium - August 2018
SVHealth2.0 Wearables Symposium - August 2018
 
Big Data Analytics for Smart Health Care
Big Data Analytics for Smart Health CareBig Data Analytics for Smart Health Care
Big Data Analytics for Smart Health Care
 
How can Digital Twins Drive Healthcare Transformation?
How can Digital Twins Drive Healthcare Transformation?How can Digital Twins Drive Healthcare Transformation?
How can Digital Twins Drive Healthcare Transformation?
 
Ai in healthcare
Ai in healthcareAi in healthcare
Ai in healthcare
 
Wearables in Healthcare: 2016 Prospects and the Money-Saving Patient
Wearables in Healthcare: 2016 Prospects and the Money-Saving PatientWearables in Healthcare: 2016 Prospects and the Money-Saving Patient
Wearables in Healthcare: 2016 Prospects and the Money-Saving Patient
 
Role of artificial intelligence in health care
Role of artificial intelligence in health careRole of artificial intelligence in health care
Role of artificial intelligence in health care
 
5G for Healthcare
5G for Healthcare5G for Healthcare
5G for Healthcare
 
Creating self-aware and smart healthy cities
Creating self-aware and smart healthy citiesCreating self-aware and smart healthy cities
Creating self-aware and smart healthy cities
 

Similar to Applied Computational Thinking - IoT in Healthcare

Big data in IoT for healthcare - www.pepgra.com
Big data in IoT for healthcare - www.pepgra.comBig data in IoT for healthcare - www.pepgra.com
Big data in IoT for healthcare - www.pepgra.com
PEPGRA Healthcare
 
Internet of medical things (IOMT)
Internet of medical things (IOMT)Internet of medical things (IOMT)
Internet of medical things (IOMT)
K Raman Sethuraman
 
Smart health monitoring system using IoT based smart fitness mirror
Smart health monitoring system using IoT based smart fitness mirrorSmart health monitoring system using IoT based smart fitness mirror
Smart health monitoring system using IoT based smart fitness mirror
TELKOMNIKA JOURNAL
 
DIGITAL HEALTH AND AI.pptx
DIGITAL HEALTH AND AI.pptxDIGITAL HEALTH AND AI.pptx
DIGITAL HEALTH AND AI.pptx
tulikarath
 
Physical Cyber Social Computing: An early 21st century approach to Computing ...
Physical Cyber Social Computing: An early 21st century approach to Computing ...Physical Cyber Social Computing: An early 21st century approach to Computing ...
Physical Cyber Social Computing: An early 21st century approach to Computing ...
Amit Sheth
 
The Internet Of Things UOP
The Internet Of Things UOPThe Internet Of Things UOP
The Internet Of Things UOP
Ahmad Atef Al-Shoubaki
 
The Future is Cyber-Healthcare
The Future is Cyber-Healthcare The Future is Cyber-Healthcare
The Future is Cyber-Healthcare
PayamBarnaghi
 
E-Health Care Cloud Solution
E-Health Care Cloud SolutionE-Health Care Cloud Solution
E-Health Care Cloud Solution
IRJET Journal
 
Smart Data for you and me: Personalized and Actionable Physical Cyber Social ...
Smart Data for you and me: Personalized and Actionable Physical Cyber Social ...Smart Data for you and me: Personalized and Actionable Physical Cyber Social ...
Smart Data for you and me: Personalized and Actionable Physical Cyber Social ...
Amit Sheth
 
IRJET- Magnetic Resonance Imaging (MRI) – Digital Transformation Journey ...
IRJET-  	  Magnetic Resonance Imaging (MRI) – Digital Transformation Journey ...IRJET-  	  Magnetic Resonance Imaging (MRI) – Digital Transformation Journey ...
IRJET- Magnetic Resonance Imaging (MRI) – Digital Transformation Journey ...
IRJET Journal
 
IRJET- Magnetic Resonance Imaging (MRI) – Digital Transformation Journey Util...
IRJET- Magnetic Resonance Imaging (MRI) – Digital Transformation Journey Util...IRJET- Magnetic Resonance Imaging (MRI) – Digital Transformation Journey Util...
IRJET- Magnetic Resonance Imaging (MRI) – Digital Transformation Journey Util...
IRJET Journal
 
IRJET- Review on: A Wireless IoT System for Gait Detection in Stroke Patient
IRJET- Review on: A Wireless IoT System for Gait Detection in Stroke PatientIRJET- Review on: A Wireless IoT System for Gait Detection in Stroke Patient
IRJET- Review on: A Wireless IoT System for Gait Detection in Stroke Patient
IRJET Journal
 
From Clinical Information Systems toward HealthGrid
From Clinical Information Systems toward HealthGridFrom Clinical Information Systems toward HealthGrid
From Clinical Information Systems toward HealthGrid
Health Informatics New Zealand
 
IOT_BASED_PATIENT_MONITORING_SYSTEM_Anan.docx
IOT_BASED_PATIENT_MONITORING_SYSTEM_Anan.docxIOT_BASED_PATIENT_MONITORING_SYSTEM_Anan.docx
IOT_BASED_PATIENT_MONITORING_SYSTEM_Anan.docx
hashelectrolabs
 
IRJET - IoT based Health Monitoring System and Telemedicine
IRJET - IoT based Health Monitoring System and TelemedicineIRJET - IoT based Health Monitoring System and Telemedicine
IRJET - IoT based Health Monitoring System and Telemedicine
IRJET Journal
 
Internet of Things for healthcare: data integration and security/privacy issu...
Internet of Things for healthcare: data integration and security/privacy issu...Internet of Things for healthcare: data integration and security/privacy issu...
Internet of Things for healthcare: data integration and security/privacy issu...
PayamBarnaghi
 
Final presentation version of prominent role of io t
Final presentation version of prominent role of io t Final presentation version of prominent role of io t
Final presentation version of prominent role of io t
Helyxon Healthcare
 
Internet-of-Medical-Things-IoMT_Aranca-Special-Report.pptx
Internet-of-Medical-Things-IoMT_Aranca-Special-Report.pptxInternet-of-Medical-Things-IoMT_Aranca-Special-Report.pptx
Internet-of-Medical-Things-IoMT_Aranca-Special-Report.pptx
Dr.ganesh Narasimhan
 
Patient Health Monitoring System using IOT
Patient Health Monitoring System using IOTPatient Health Monitoring System using IOT
Patient Health Monitoring System using IOT
IRJET Journal
 

Similar to Applied Computational Thinking - IoT in Healthcare (20)

Big data in IoT for healthcare - www.pepgra.com
Big data in IoT for healthcare - www.pepgra.comBig data in IoT for healthcare - www.pepgra.com
Big data in IoT for healthcare - www.pepgra.com
 
Internet of medical things (IOMT)
Internet of medical things (IOMT)Internet of medical things (IOMT)
Internet of medical things (IOMT)
 
ppt seminar.pptx
ppt seminar.pptxppt seminar.pptx
ppt seminar.pptx
 
Smart health monitoring system using IoT based smart fitness mirror
Smart health monitoring system using IoT based smart fitness mirrorSmart health monitoring system using IoT based smart fitness mirror
Smart health monitoring system using IoT based smart fitness mirror
 
DIGITAL HEALTH AND AI.pptx
DIGITAL HEALTH AND AI.pptxDIGITAL HEALTH AND AI.pptx
DIGITAL HEALTH AND AI.pptx
 
Physical Cyber Social Computing: An early 21st century approach to Computing ...
Physical Cyber Social Computing: An early 21st century approach to Computing ...Physical Cyber Social Computing: An early 21st century approach to Computing ...
Physical Cyber Social Computing: An early 21st century approach to Computing ...
 
The Internet Of Things UOP
The Internet Of Things UOPThe Internet Of Things UOP
The Internet Of Things UOP
 
The Future is Cyber-Healthcare
The Future is Cyber-Healthcare The Future is Cyber-Healthcare
The Future is Cyber-Healthcare
 
E-Health Care Cloud Solution
E-Health Care Cloud SolutionE-Health Care Cloud Solution
E-Health Care Cloud Solution
 
Smart Data for you and me: Personalized and Actionable Physical Cyber Social ...
Smart Data for you and me: Personalized and Actionable Physical Cyber Social ...Smart Data for you and me: Personalized and Actionable Physical Cyber Social ...
Smart Data for you and me: Personalized and Actionable Physical Cyber Social ...
 
IRJET- Magnetic Resonance Imaging (MRI) – Digital Transformation Journey ...
IRJET-  	  Magnetic Resonance Imaging (MRI) – Digital Transformation Journey ...IRJET-  	  Magnetic Resonance Imaging (MRI) – Digital Transformation Journey ...
IRJET- Magnetic Resonance Imaging (MRI) – Digital Transformation Journey ...
 
IRJET- Magnetic Resonance Imaging (MRI) – Digital Transformation Journey Util...
IRJET- Magnetic Resonance Imaging (MRI) – Digital Transformation Journey Util...IRJET- Magnetic Resonance Imaging (MRI) – Digital Transformation Journey Util...
IRJET- Magnetic Resonance Imaging (MRI) – Digital Transformation Journey Util...
 
IRJET- Review on: A Wireless IoT System for Gait Detection in Stroke Patient
IRJET- Review on: A Wireless IoT System for Gait Detection in Stroke PatientIRJET- Review on: A Wireless IoT System for Gait Detection in Stroke Patient
IRJET- Review on: A Wireless IoT System for Gait Detection in Stroke Patient
 
From Clinical Information Systems toward HealthGrid
From Clinical Information Systems toward HealthGridFrom Clinical Information Systems toward HealthGrid
From Clinical Information Systems toward HealthGrid
 
IOT_BASED_PATIENT_MONITORING_SYSTEM_Anan.docx
IOT_BASED_PATIENT_MONITORING_SYSTEM_Anan.docxIOT_BASED_PATIENT_MONITORING_SYSTEM_Anan.docx
IOT_BASED_PATIENT_MONITORING_SYSTEM_Anan.docx
 
IRJET - IoT based Health Monitoring System and Telemedicine
IRJET - IoT based Health Monitoring System and TelemedicineIRJET - IoT based Health Monitoring System and Telemedicine
IRJET - IoT based Health Monitoring System and Telemedicine
 
Internet of Things for healthcare: data integration and security/privacy issu...
Internet of Things for healthcare: data integration and security/privacy issu...Internet of Things for healthcare: data integration and security/privacy issu...
Internet of Things for healthcare: data integration and security/privacy issu...
 
Final presentation version of prominent role of io t
Final presentation version of prominent role of io t Final presentation version of prominent role of io t
Final presentation version of prominent role of io t
 
Internet-of-Medical-Things-IoMT_Aranca-Special-Report.pptx
Internet-of-Medical-Things-IoMT_Aranca-Special-Report.pptxInternet-of-Medical-Things-IoMT_Aranca-Special-Report.pptx
Internet-of-Medical-Things-IoMT_Aranca-Special-Report.pptx
 
Patient Health Monitoring System using IOT
Patient Health Monitoring System using IOTPatient Health Monitoring System using IOT
Patient Health Monitoring System using IOT
 

Recently uploaded

Telehealth Psychology Building Trust with Clients.pptx
Telehealth Psychology Building Trust with Clients.pptxTelehealth Psychology Building Trust with Clients.pptx
Telehealth Psychology Building Trust with Clients.pptx
The Harvest Clinic
 
The Docs PPG - 30.05.2024.pptx..........
The Docs PPG - 30.05.2024.pptx..........The Docs PPG - 30.05.2024.pptx..........
The Docs PPG - 30.05.2024.pptx..........
TheDocs
 
Dimensions of Healthcare Quality
Dimensions of Healthcare QualityDimensions of Healthcare Quality
Dimensions of Healthcare Quality
Naeemshahzad51
 
Deepfake Detection_Using Machine Learning .pptx
Deepfake Detection_Using Machine Learning .pptxDeepfake Detection_Using Machine Learning .pptx
Deepfake Detection_Using Machine Learning .pptx
mahalsuraj389
 
How many patients does case series should have In comparison to case reports.pdf
How many patients does case series should have In comparison to case reports.pdfHow many patients does case series should have In comparison to case reports.pdf
How many patients does case series should have In comparison to case reports.pdf
pubrica101
 
GENERAL PHARMACOLOGY - INTRODUCTION DENTAL.ppt
GENERAL PHARMACOLOGY - INTRODUCTION DENTAL.pptGENERAL PHARMACOLOGY - INTRODUCTION DENTAL.ppt
GENERAL PHARMACOLOGY - INTRODUCTION DENTAL.ppt
Mangaiarkkarasi
 
Anatomy and Physiology Chapter-16_Digestive-System.pptx
Anatomy and Physiology Chapter-16_Digestive-System.pptxAnatomy and Physiology Chapter-16_Digestive-System.pptx
Anatomy and Physiology Chapter-16_Digestive-System.pptx
shanicedivinagracia2
 
R3 Stem Cells and Kidney Repair A New Horizon in Nephrology.pptx
R3 Stem Cells and Kidney Repair A New Horizon in Nephrology.pptxR3 Stem Cells and Kidney Repair A New Horizon in Nephrology.pptx
R3 Stem Cells and Kidney Repair A New Horizon in Nephrology.pptx
R3 Stem Cell
 
Nursing Care of Client With Acute And Chronic Renal Failure.ppt
Nursing Care of Client With Acute And Chronic Renal Failure.pptNursing Care of Client With Acute And Chronic Renal Failure.ppt
Nursing Care of Client With Acute And Chronic Renal Failure.ppt
Rommel Luis III Israel
 
Surgery-Mini-OSCE-All-Past-Years-Questions-Modified.
Surgery-Mini-OSCE-All-Past-Years-Questions-Modified.Surgery-Mini-OSCE-All-Past-Years-Questions-Modified.
Surgery-Mini-OSCE-All-Past-Years-Questions-Modified.
preciousstephanie75
 
QA Paediatric dentistry department, Hospital Melaka 2020
QA Paediatric dentistry department, Hospital Melaka 2020QA Paediatric dentistry department, Hospital Melaka 2020
QA Paediatric dentistry department, Hospital Melaka 2020
Azreen Aj
 
POLYCYSTIC OVARIAN SYNDROME (PCOS)......
POLYCYSTIC OVARIAN SYNDROME (PCOS)......POLYCYSTIC OVARIAN SYNDROME (PCOS)......
POLYCYSTIC OVARIAN SYNDROME (PCOS)......
Ameena Kadar
 
一比一原版纽约大学毕业证(NYU毕业证)成绩单留信认证
一比一原版纽约大学毕业证(NYU毕业证)成绩单留信认证一比一原版纽约大学毕业证(NYU毕业证)成绩单留信认证
一比一原版纽约大学毕业证(NYU毕业证)成绩单留信认证
o6ov5dqmf
 
Artificial Intelligence to Optimize Cardiovascular Therapy
Artificial Intelligence to Optimize Cardiovascular TherapyArtificial Intelligence to Optimize Cardiovascular Therapy
Artificial Intelligence to Optimize Cardiovascular Therapy
Iris Thiele Isip-Tan
 
HEAT WAVE presented by priya bhojwani..pptx
HEAT WAVE presented by priya bhojwani..pptxHEAT WAVE presented by priya bhojwani..pptx
HEAT WAVE presented by priya bhojwani..pptx
priyabhojwani1200
 
Haridwar ❤CALL Girls 🔝 89011★83002 🔝 ❤ℂall Girls IN Haridwar ESCORT SERVICE❤
Haridwar ❤CALL Girls 🔝 89011★83002 🔝 ❤ℂall Girls IN Haridwar ESCORT SERVICE❤Haridwar ❤CALL Girls 🔝 89011★83002 🔝 ❤ℂall Girls IN Haridwar ESCORT SERVICE❤
Haridwar ❤CALL Girls 🔝 89011★83002 🔝 ❤ℂall Girls IN Haridwar ESCORT SERVICE❤
ranishasharma67
 
CHAPTER 1 SEMESTER V PREVENTIVE-PEDIATRICS.pdf
CHAPTER 1 SEMESTER V PREVENTIVE-PEDIATRICS.pdfCHAPTER 1 SEMESTER V PREVENTIVE-PEDIATRICS.pdf
CHAPTER 1 SEMESTER V PREVENTIVE-PEDIATRICS.pdf
Sachin Sharma
 
India Clinical Trials Market: Industry Size and Growth Trends [2030] Analyzed...
India Clinical Trials Market: Industry Size and Growth Trends [2030] Analyzed...India Clinical Trials Market: Industry Size and Growth Trends [2030] Analyzed...
India Clinical Trials Market: Industry Size and Growth Trends [2030] Analyzed...
Kumar Satyam
 
Navigating Challenges: Mental Health, Legislation, and the Prison System in B...
Navigating Challenges: Mental Health, Legislation, and the Prison System in B...Navigating Challenges: Mental Health, Legislation, and the Prison System in B...
Navigating Challenges: Mental Health, Legislation, and the Prison System in B...
Guillermo Rivera
 
Immunity to Veterinary parasitic infections power point presentation
Immunity to Veterinary parasitic infections power point presentationImmunity to Veterinary parasitic infections power point presentation
Immunity to Veterinary parasitic infections power point presentation
BeshedaWedajo
 

Recently uploaded (20)

Telehealth Psychology Building Trust with Clients.pptx
Telehealth Psychology Building Trust with Clients.pptxTelehealth Psychology Building Trust with Clients.pptx
Telehealth Psychology Building Trust with Clients.pptx
 
The Docs PPG - 30.05.2024.pptx..........
The Docs PPG - 30.05.2024.pptx..........The Docs PPG - 30.05.2024.pptx..........
The Docs PPG - 30.05.2024.pptx..........
 
Dimensions of Healthcare Quality
Dimensions of Healthcare QualityDimensions of Healthcare Quality
Dimensions of Healthcare Quality
 
Deepfake Detection_Using Machine Learning .pptx
Deepfake Detection_Using Machine Learning .pptxDeepfake Detection_Using Machine Learning .pptx
Deepfake Detection_Using Machine Learning .pptx
 
How many patients does case series should have In comparison to case reports.pdf
How many patients does case series should have In comparison to case reports.pdfHow many patients does case series should have In comparison to case reports.pdf
How many patients does case series should have In comparison to case reports.pdf
 
GENERAL PHARMACOLOGY - INTRODUCTION DENTAL.ppt
GENERAL PHARMACOLOGY - INTRODUCTION DENTAL.pptGENERAL PHARMACOLOGY - INTRODUCTION DENTAL.ppt
GENERAL PHARMACOLOGY - INTRODUCTION DENTAL.ppt
 
Anatomy and Physiology Chapter-16_Digestive-System.pptx
Anatomy and Physiology Chapter-16_Digestive-System.pptxAnatomy and Physiology Chapter-16_Digestive-System.pptx
Anatomy and Physiology Chapter-16_Digestive-System.pptx
 
R3 Stem Cells and Kidney Repair A New Horizon in Nephrology.pptx
R3 Stem Cells and Kidney Repair A New Horizon in Nephrology.pptxR3 Stem Cells and Kidney Repair A New Horizon in Nephrology.pptx
R3 Stem Cells and Kidney Repair A New Horizon in Nephrology.pptx
 
Nursing Care of Client With Acute And Chronic Renal Failure.ppt
Nursing Care of Client With Acute And Chronic Renal Failure.pptNursing Care of Client With Acute And Chronic Renal Failure.ppt
Nursing Care of Client With Acute And Chronic Renal Failure.ppt
 
Surgery-Mini-OSCE-All-Past-Years-Questions-Modified.
Surgery-Mini-OSCE-All-Past-Years-Questions-Modified.Surgery-Mini-OSCE-All-Past-Years-Questions-Modified.
Surgery-Mini-OSCE-All-Past-Years-Questions-Modified.
 
QA Paediatric dentistry department, Hospital Melaka 2020
QA Paediatric dentistry department, Hospital Melaka 2020QA Paediatric dentistry department, Hospital Melaka 2020
QA Paediatric dentistry department, Hospital Melaka 2020
 
POLYCYSTIC OVARIAN SYNDROME (PCOS)......
POLYCYSTIC OVARIAN SYNDROME (PCOS)......POLYCYSTIC OVARIAN SYNDROME (PCOS)......
POLYCYSTIC OVARIAN SYNDROME (PCOS)......
 
一比一原版纽约大学毕业证(NYU毕业证)成绩单留信认证
一比一原版纽约大学毕业证(NYU毕业证)成绩单留信认证一比一原版纽约大学毕业证(NYU毕业证)成绩单留信认证
一比一原版纽约大学毕业证(NYU毕业证)成绩单留信认证
 
Artificial Intelligence to Optimize Cardiovascular Therapy
Artificial Intelligence to Optimize Cardiovascular TherapyArtificial Intelligence to Optimize Cardiovascular Therapy
Artificial Intelligence to Optimize Cardiovascular Therapy
 
HEAT WAVE presented by priya bhojwani..pptx
HEAT WAVE presented by priya bhojwani..pptxHEAT WAVE presented by priya bhojwani..pptx
HEAT WAVE presented by priya bhojwani..pptx
 
Haridwar ❤CALL Girls 🔝 89011★83002 🔝 ❤ℂall Girls IN Haridwar ESCORT SERVICE❤
Haridwar ❤CALL Girls 🔝 89011★83002 🔝 ❤ℂall Girls IN Haridwar ESCORT SERVICE❤Haridwar ❤CALL Girls 🔝 89011★83002 🔝 ❤ℂall Girls IN Haridwar ESCORT SERVICE❤
Haridwar ❤CALL Girls 🔝 89011★83002 🔝 ❤ℂall Girls IN Haridwar ESCORT SERVICE❤
 
CHAPTER 1 SEMESTER V PREVENTIVE-PEDIATRICS.pdf
CHAPTER 1 SEMESTER V PREVENTIVE-PEDIATRICS.pdfCHAPTER 1 SEMESTER V PREVENTIVE-PEDIATRICS.pdf
CHAPTER 1 SEMESTER V PREVENTIVE-PEDIATRICS.pdf
 
India Clinical Trials Market: Industry Size and Growth Trends [2030] Analyzed...
India Clinical Trials Market: Industry Size and Growth Trends [2030] Analyzed...India Clinical Trials Market: Industry Size and Growth Trends [2030] Analyzed...
India Clinical Trials Market: Industry Size and Growth Trends [2030] Analyzed...
 
Navigating Challenges: Mental Health, Legislation, and the Prison System in B...
Navigating Challenges: Mental Health, Legislation, and the Prison System in B...Navigating Challenges: Mental Health, Legislation, and the Prison System in B...
Navigating Challenges: Mental Health, Legislation, and the Prison System in B...
 
Immunity to Veterinary parasitic infections power point presentation
Immunity to Veterinary parasitic infections power point presentationImmunity to Veterinary parasitic infections power point presentation
Immunity to Veterinary parasitic infections power point presentation
 

Applied Computational Thinking - IoT in Healthcare

  • 1. How creative computing aids in our health and well being Computational Thinking Mujitha Bai K B WhizThinkers https://whizthinkers.com
  • 2. IoT Systems in Healthcare - Example IoT System - Main Components How to go about with an IoT System (Systems Thinking & Modeling) Applied Computational Thinking
  • 3.
  • 4. Vascular Anomalies - Challenges - Even though there are initiatives to harness cutting-edge tech to push forward global efforts to combat the disease using - 3D Printing, Telemedicine, Artificial Intelligence (AI) - The #1 challenge is - How to collect data from patients and health professionals - How to ensure latest findings are applied in practice - Diagnosis - Treatment - And these are #1 challenges for all rare diseases - Our focus of discussion today: How IoT systems can value-add in this? This is a typical case where Computational Thinking needs to be applied
  • 5. Vascular Anomalies – Our Business Scenario Bangalore Urban Hospital 1 Hospital 2 Hospital 3 Bangalore Rural Hoskote Shivgange Kerala Cities Kerala Rural India Hospitals US Hospitals
  • 6. Internet of Things (IoT) Systems 1) Value-add brought in by IoT Systems to Vascular Anomalies 2) Main IoT Components 3) How to go about with an IoT system
  • 7. Vascular Anomalies (VA) Use cases - patients, doctors, radiologists, equipment
  • 8. Vascular Anomalies – Classification
  • 9. Vascular Anomalies – Image Patterns & Classification
  • 10. Vascular Anomalies (VA) – IoT / Analytics / Computing Platforms IoT Data submission
  • 11. Internet of Things (IoT) Systems 1) Value-add brought in by IoT Systems to Vascular Anomalies 2) Main IoT Components 3) How to go about with an IoT system
  • 12. Main IoT Components Devices Wearables Sensors Edge Computing Fog Computing Protocols Data Storage Analytical Decisions Actuators Big Data Programming Security
  • 13. Internet of Things (IoT) Systems 1) Value-add brought in by IoT Systems to Vascular Anomalies 2) Main IoT Components 3) How to go about with an IoT system
  • 14. Healthy behaviours platform for Maternal & Child Care (using wearables, sensors, apps) Main goals: 1) Facilitate behaviour change among target populations 2) Improve data collection for research in low-resource settings Wearables / Sensors that will improve the health of mothers & new-borns by 1) Increasing uptake of healthy behaviours 2) Facilitating research on maternal & neonatal interventions in low-resource settings. Lack of awareness, motivation and unwillingness to change an old behaviour all play a role in making health behaviour change a challenge.
  • 16. Cyber Physical Systems (CPS) - Cyber-physical systems combine digital and analog devices, interfaces, networks, computer systems, and the like, with the natural and man-made physical world. Cyber Physical Systems – Examples (medical devices and systems) - consumer electronics, toys and games, - assisted living, traffic control/safety, automotive systems, process control, - energy management and conservation, environmental control, aircraft control - communications systems, instrumentation, critical infrastructure control (electric power, water resources, and communications systems for example), - robotics and distributed robotics (telepresence, telemedicine), defense systems, manufacturing, and smart structures https://www.coursera.org/learn/cyber-physical-systems-1 - The inherent interconnected and heterogeneous combination of behaviors in these systems makes their analysis and design an exciting and challenging task.
  • 17. Cyber Physical Modeling (CPS Modeling) Model in Discrete-time & Continuous-Time Model Physical Components Model Cyber Components MATLAB, Simulink Finite State Machines, Computations, Algorithms Model Interfaces Conversion, Networks Trajectories in CPS and Simulations: Time Domains, Executions, and Complete CPS Models In CPS: Modeling and Simulation, The main focus is on models of physical process, finite state machines, computation, converters between physical and cyber variables, and digital networks. https://www.coursera.org/learn/cyber-physical-systems- 1/home/welcome
  • 18.
  • 19. How computing aids in our health / well-being? (e.g. vascular anomalies)
  • 20. Mujitha Bai K B WhizThinkers https://whizthinkers.com THANK YOU!!