This document summarizes nuclear quality assurance cases from August to October 2009 and discusses trends and ways to improve reporting. There was one major discordance in August that was likely a minor discordance due to imaging quality issues. In September and October, most cases were in agreement with catheterization findings, though two cases in October were minor discordances. The document highlights issues with physician reports such as lack of details on planar findings and inconsistencies in stating risk. Overall trends in 2009 showed improvement in nuclear-catheterization correlation, though more poor quality studies were seen in late 2009.
This document discusses common artifacts that can occur in cardiac imaging. It describes system artifacts from non-uniformity or incorrect center of rotation that can be identified through quality control checks. Patient-related artifacts include upward creep of the heart, soft tissue attenuation from body fat or the diaphragm, and patient motion. These artifacts can result in false positive defects and vary between rest and stress images due to differences in patient positioning or respiration. Monitoring patient breathing and using immobilization straps can help reduce artifacts from patient factors.
The document discusses common artifacts seen on SPECT myocardial perfusion imaging (MPI) scans, their causes, and how to recognize and address them. It outlines artifacts related to soft tissue attenuation, patient motion, non-cardiac uptake, diseases that can mimic perfusion defects, image normalization issues, and technical problems related to acquisition, processing, and camera quality. The goal is to help physicians accurately interpret MPI scans by recognizing artifact patterns and ensuring high quality imaging.
The document discusses the evolution of lymphoma staging and response assessment systems over time, from the initial Peters staging system in 1950 to the current Lugano classification. It provides details on:
- The Ann Arbor staging system from 1974 and its modifications over time to incorporate imaging like CT scans.
- The current Lugano classification which is based on Ann Arbor but focuses on standardized imaging with PET-CT and a 5-point scale for response assessment.
- Changes in staging evaluations like eliminating routine bone marrow biopsies for Hodgkin's lymphoma and most DLBCL.
- New response categories like "indeterminate response" to account for immune related responses with newer immunotherapies.
SRS/SBRT experience at Maharaja Gandhi Cancer Hospital for the first 50 cases:
- SRS/SBRT uses precisely focused radiation beams to treat tumors with high doses in a single or few fractions while avoiding damage to surrounding tissue.
- Their experience includes cranial and extracranial tumors treated with SRS and SBRT such as brain metastases, meningiomas, pituitary tumors, and tumors in the liver, spine, and lymph nodes.
- Outcomes have been good with response seen on follow up imaging for various tumors including metabolic/structural resolution of treated lesions.
- The hospital is well equipped for SRS/SBRT with a dedicated machine, immobil
This document provides an overview of nuclear cardiology techniques used in the assessment of coronary artery disease (CAD). It discusses the history and development of nuclear medicine imaging including planar imaging and SPECT/PET. Key aspects summarized are:
1. SPECT imaging involves injection of radiotracers like thallium-201 or technetium-99m which distribute to the myocardium proportional to blood flow. Gamma photons are detected and reconstructed to provide 3D images of radiotracer distribution.
2. PET imaging uses positron-emitting radiotracers like rubidium-82 or ammonia-13 for perfusion and fluorodeoxyglucose for metabolism. It provides higher resolution functional imaging
This document discusses common artifacts that can occur in cardiac imaging. It describes system artifacts from non-uniformity or incorrect center of rotation that can be identified through quality control checks. Patient-related artifacts include upward creep of the heart, soft tissue attenuation from body fat or the diaphragm, and patient motion. These artifacts can result in false positive defects and vary between rest and stress images due to differences in patient positioning or respiration. Monitoring patient breathing and using immobilization straps can help reduce artifacts from patient factors.
The document discusses common artifacts seen on SPECT myocardial perfusion imaging (MPI) scans, their causes, and how to recognize and address them. It outlines artifacts related to soft tissue attenuation, patient motion, non-cardiac uptake, diseases that can mimic perfusion defects, image normalization issues, and technical problems related to acquisition, processing, and camera quality. The goal is to help physicians accurately interpret MPI scans by recognizing artifact patterns and ensuring high quality imaging.
The document discusses the evolution of lymphoma staging and response assessment systems over time, from the initial Peters staging system in 1950 to the current Lugano classification. It provides details on:
- The Ann Arbor staging system from 1974 and its modifications over time to incorporate imaging like CT scans.
- The current Lugano classification which is based on Ann Arbor but focuses on standardized imaging with PET-CT and a 5-point scale for response assessment.
- Changes in staging evaluations like eliminating routine bone marrow biopsies for Hodgkin's lymphoma and most DLBCL.
- New response categories like "indeterminate response" to account for immune related responses with newer immunotherapies.
SRS/SBRT experience at Maharaja Gandhi Cancer Hospital for the first 50 cases:
- SRS/SBRT uses precisely focused radiation beams to treat tumors with high doses in a single or few fractions while avoiding damage to surrounding tissue.
- Their experience includes cranial and extracranial tumors treated with SRS and SBRT such as brain metastases, meningiomas, pituitary tumors, and tumors in the liver, spine, and lymph nodes.
- Outcomes have been good with response seen on follow up imaging for various tumors including metabolic/structural resolution of treated lesions.
- The hospital is well equipped for SRS/SBRT with a dedicated machine, immobil
This document provides an overview of nuclear cardiology techniques used in the assessment of coronary artery disease (CAD). It discusses the history and development of nuclear medicine imaging including planar imaging and SPECT/PET. Key aspects summarized are:
1. SPECT imaging involves injection of radiotracers like thallium-201 or technetium-99m which distribute to the myocardium proportional to blood flow. Gamma photons are detected and reconstructed to provide 3D images of radiotracer distribution.
2. PET imaging uses positron-emitting radiotracers like rubidium-82 or ammonia-13 for perfusion and fluorodeoxyglucose for metabolism. It provides higher resolution functional imaging
Important Trials of the Day & Basics of Biostatistics | IACTS SCORE 2020IACTSWeb
Ā
This presentation emphasizes on the importance of biostatistics in the interpretation, analysis and design of studies and trials in the daily life of an academic surgeon. It also sheds light on some important clinical trials of the present milieu that are playing a vital role in the course that cardiothoracic surgery is taking.
Courtesy of Dr. Prasanna Simha Mohan Rao, MS, MCh, DNB, PGDHHM. He presently serves as Professor and Unit Chief of Cardiothoracic and Vascular Surgery at Sri Jayadeva Institute of Cardiovascular Sciences and Research, Bengaluru.
This presentation accompanies a video that is part of the lecture series of IACTS SCORE 2020 held at the SSSIHMS Whitefield, Bengaluru between 7th and 8th March, 2020.
This document discusses the increasing use of ultrasound by surgeons. It provides examples of how ultrasound is used in trauma settings to detect internal bleeding and guide procedures. The author also shares their experience using ultrasound to diagnose acute cholecystitis and guide radiofrequency ablation of liver tumors. Percutaneous drainage of intra-abdominal collections under ultrasound guidance is described as well, with a high success rate.
This document provides guidelines for the management of sepsis from 2016 and 2018 updates. It begins with discussing the historical perspectives on defining and treating sepsis. Key points include:
- Sepsis and septic shock definitions were revised in 2016 to focus on life-threatening organ dysfunction caused by a dysregulated immune response to infection.
- Screening tools like SOFA and qSOFA are recommended to help identify and monitor sepsis severity. The SOFA score evaluates organ dysfunction in six organ systems while qSOFA is for non-ICU patients.
- The initial management of sepsis focuses on rapid treatment within the first hour of recognition, including measuring lactate, blood cultures, antibiotics, fluid resuscitation, and
RADIOTHERAPY IN CARCINOMA BREAST (EARLY AND LOCALLY ADVANCED)DrAnkitaPatel
Ā
This document discusses radiation therapy for breast cancer. It begins by outlining the important role of radiation therapy at various stages of breast cancer, including as part of breast conservation and after mastectomy. It then discusses indications for adjuvant radiation therapy based on factors like tumor size and lymph node involvement. The document reviews evidence from clinical trials demonstrating the benefits of radiation therapy after breast-conserving surgery in reducing recurrence rates and improving survival. It also discusses techniques, dosing, and toxicity considerations for radiation therapy delivery.
1. Nuclear cardiology uses radiotracers and imaging techniques like SPECT and PET to evaluate myocardial perfusion and function.
2. SPECT imaging involves injection of tracers like thallium-201 or technetium-99m sestamibi followed by gamma camera detection of radiotracer distribution in the heart.
3. PET imaging allows quantification of regional blood flow and metabolism using tracers like rubidium-82, ammonia-13, or fluorodeoxyglucose taken up in proportion to flow or metabolism.
Trauma management involves initial assessment and stabilization of airway, breathing, circulation, disability and exposure (ABCDE). The primary survey assesses life threats and guides resuscitation efforts. Key priorities include spinal immobilization, hemorrhage control, and treating tension pneumothorax. Secondary survey involves full head-to-toe examination and history to identify all injuries requiring attention or monitoring. Management requires a multidisciplinary team approach. Proper preparation and coordination of care is essential for optimal trauma outcomes.
This document discusses recent advances in shoulder surgery. It summarizes that for patients with shoulder impingement, surgery and rehabilitation provides similar outcomes and injecting the shoulder can provide temporary or complete relief for 74-85% of patients. For posterior shoulder instability, diagnosis involves a history and physical exam tests like the modified O'Brien's test and Wrightington posterior instability test. The document also discusses approaches for rotator cuff tears, nerve disorders, and using less invasive techniques like neurolysis for conditions like suprascapular nerve palsy.
Inflammatory arthritis; a quick run through.Ronan Kavanagh
Ā
The document provides information about inflammatory arthritis for general practitioners. It discusses common types of inflammatory arthritis GPs may encounter like rheumatoid arthritis, psoriatic arthritis, and ankylosing spondylitis. It also summarizes tests that may help diagnose inflammatory arthritis and emphasizes the importance of early intervention to prevent joint damage.
1. The document presents a case of a 56-year-old male smoker with hypertension and diabetes presenting with acute chest pain.
2. On examination, the patient is pale, diaphoretic with a heart rate of 108 and normal blood pressure. His ECG shows ST elevation.
3. The diagnosis is an acute ST elevation myocardial infarction (STEMI) requiring timely reperfusion therapy such as thrombolytics or percutaneous coronary intervention to restore blood flow and limit damage from the heart attack.
- The document discusses contrast-induced nephropathy (CIN), including its definition, pathogenesis, incidence and risk factors, prevention methods, and recommendations.
- CIN is defined as a 25% rise in serum creatinine within 3 days of a contrast procedure. It occurs most often in patients with pre-existing renal insufficiency or diabetes and can be prevented using hydration protocols, acetylcysteine, and sodium bicarbonate administration.
- The highest risk patients include those with a baseline creatinine over 177 umol/L or over 350 umol/L. Prevention focuses on intravenous hydration, acetylcysteine, and sodium bicarbonate along with using
The document reviews two articles discussing antinuclear antibody-negative lupus. The first article from 2004 found that in most reported cases of supposed ANA-negative lupus, the diagnosis of lupus was questionable or ANA negativity could not be definitively established. The second article from 2018 similarly found that true ANA-negative lupus is extremely rare, occurring in less than 2% of reported cases, once technical issues and confounding factors are accounted for. The document concludes that true ANA-negative lupus is now predominantly a historical phenomenon rather than a distinct entity.
The second edition of AIIMS Medicine Quiz was held on 11th September, 2021. This quiz was for residents currently pursuing MD/DNB in Medicine/ Geriatric Medicine/ Emergency Medicine and Infectious Diseases.
This document discusses techniques for quantifying and assessing the reversibility of intracardiac shunts. An oximetry run involves obtaining blood oxygen samples from different cardiac chambers to detect differences indicating a shunt. A significant step up in oxygen content between chambers suggests a shunt. Catheterization can localize the shunt and determine shunt magnitude. Reversibility testing assesses a shunt's operability by measuring changes in pulmonary vascular resistance with vasodilators. A decrease in resistance indexes below thresholds indicates potential operability.
The document discusses combining chemotherapy and radiation for non-small cell lung cancer (NSCLC). It summarizes several studies that show combined treatment improves median survival compared to radiation alone by 9-12 months versus 12-14 months. Concurrent chemotherapy and radiation is also shown to improve overall survival compared to sequential chemotherapy and radiation based on meta-analyses. However, concurrent treatment increases acute esophagitis toxicity. Induction chemotherapy before concurrent chemoradiation may improve outcomes compared to historical controls, but studies are limited. Omitting elective nodal irradiation may allow dose escalation while minimizing toxicity without increasing failures in untreated regions.
- Capnography measures carbon dioxide levels and can be used to monitor cardiac output during cardiac arrest. An end-tidal carbon dioxide level below 10mmHg after 20 minutes of CPR indicates low likelihood of return of spontaneous circulation.
- Apneic oxygenation utilizes continued oxygen absorption in the alveoli even without breathing to prolong oxygen saturation during difficult intubations. Nasal cannula delivers high oxygen concentrations.
- The CRASH-2 trial showed tranexamic acid reduced mortality in trauma patients when given within 8 hours of injury by stopping clot breakdown. It is a cheap and effective treatment.
This presentation was basically a test for IMM candidates who were appearing in the IMM exam Dec. This test in the form of PPT contain the format of CPSP. Very helpfull for candidates.
This document summarizes the National Emphysema Treatment Trial (NETT), a multicenter randomized controlled trial that compared lung volume reduction surgery (LVRS) to medical therapy alone in patients with severe emphysema. The trial found no difference in mortality between the two groups overall. However, LVRS was associated with improved exercise capacity. Subgroup analyses found possible survival benefits for non-high risk patients with upper lobe emphysema and low exercise capacity. The trial was criticized for its use of post-hoc subgroup analyses.
The document discusses various techniques for coronary artery bypass grafting (CABG), including conventional on-pump CABG using cardioplegic arrest and cardiopulmonary bypass (CPB), and minimally invasive techniques like off-pump CABG (OPCAB) and mid-cabinal CABG (MIDCAB) without use of CPB. It summarizes the technical concepts of different graft conduits, procedures like MIDCAB using stabilization devices, and clinical trials comparing on-pump CABG to off-pump techniques. The largest trial found no difference in major cardiovascular outcomes between on-pump and off-pump CABG, though off-pump was associated with less bleeding, transfusions, and acute kidney injury
Main news related to the CCS TSI 2023 (2023/1695)Jakub Marek
Ā
An English š¬š§ translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech šØšæ version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
Important Trials of the Day & Basics of Biostatistics | IACTS SCORE 2020IACTSWeb
Ā
This presentation emphasizes on the importance of biostatistics in the interpretation, analysis and design of studies and trials in the daily life of an academic surgeon. It also sheds light on some important clinical trials of the present milieu that are playing a vital role in the course that cardiothoracic surgery is taking.
Courtesy of Dr. Prasanna Simha Mohan Rao, MS, MCh, DNB, PGDHHM. He presently serves as Professor and Unit Chief of Cardiothoracic and Vascular Surgery at Sri Jayadeva Institute of Cardiovascular Sciences and Research, Bengaluru.
This presentation accompanies a video that is part of the lecture series of IACTS SCORE 2020 held at the SSSIHMS Whitefield, Bengaluru between 7th and 8th March, 2020.
This document discusses the increasing use of ultrasound by surgeons. It provides examples of how ultrasound is used in trauma settings to detect internal bleeding and guide procedures. The author also shares their experience using ultrasound to diagnose acute cholecystitis and guide radiofrequency ablation of liver tumors. Percutaneous drainage of intra-abdominal collections under ultrasound guidance is described as well, with a high success rate.
This document provides guidelines for the management of sepsis from 2016 and 2018 updates. It begins with discussing the historical perspectives on defining and treating sepsis. Key points include:
- Sepsis and septic shock definitions were revised in 2016 to focus on life-threatening organ dysfunction caused by a dysregulated immune response to infection.
- Screening tools like SOFA and qSOFA are recommended to help identify and monitor sepsis severity. The SOFA score evaluates organ dysfunction in six organ systems while qSOFA is for non-ICU patients.
- The initial management of sepsis focuses on rapid treatment within the first hour of recognition, including measuring lactate, blood cultures, antibiotics, fluid resuscitation, and
RADIOTHERAPY IN CARCINOMA BREAST (EARLY AND LOCALLY ADVANCED)DrAnkitaPatel
Ā
This document discusses radiation therapy for breast cancer. It begins by outlining the important role of radiation therapy at various stages of breast cancer, including as part of breast conservation and after mastectomy. It then discusses indications for adjuvant radiation therapy based on factors like tumor size and lymph node involvement. The document reviews evidence from clinical trials demonstrating the benefits of radiation therapy after breast-conserving surgery in reducing recurrence rates and improving survival. It also discusses techniques, dosing, and toxicity considerations for radiation therapy delivery.
1. Nuclear cardiology uses radiotracers and imaging techniques like SPECT and PET to evaluate myocardial perfusion and function.
2. SPECT imaging involves injection of tracers like thallium-201 or technetium-99m sestamibi followed by gamma camera detection of radiotracer distribution in the heart.
3. PET imaging allows quantification of regional blood flow and metabolism using tracers like rubidium-82, ammonia-13, or fluorodeoxyglucose taken up in proportion to flow or metabolism.
Trauma management involves initial assessment and stabilization of airway, breathing, circulation, disability and exposure (ABCDE). The primary survey assesses life threats and guides resuscitation efforts. Key priorities include spinal immobilization, hemorrhage control, and treating tension pneumothorax. Secondary survey involves full head-to-toe examination and history to identify all injuries requiring attention or monitoring. Management requires a multidisciplinary team approach. Proper preparation and coordination of care is essential for optimal trauma outcomes.
This document discusses recent advances in shoulder surgery. It summarizes that for patients with shoulder impingement, surgery and rehabilitation provides similar outcomes and injecting the shoulder can provide temporary or complete relief for 74-85% of patients. For posterior shoulder instability, diagnosis involves a history and physical exam tests like the modified O'Brien's test and Wrightington posterior instability test. The document also discusses approaches for rotator cuff tears, nerve disorders, and using less invasive techniques like neurolysis for conditions like suprascapular nerve palsy.
Inflammatory arthritis; a quick run through.Ronan Kavanagh
Ā
The document provides information about inflammatory arthritis for general practitioners. It discusses common types of inflammatory arthritis GPs may encounter like rheumatoid arthritis, psoriatic arthritis, and ankylosing spondylitis. It also summarizes tests that may help diagnose inflammatory arthritis and emphasizes the importance of early intervention to prevent joint damage.
1. The document presents a case of a 56-year-old male smoker with hypertension and diabetes presenting with acute chest pain.
2. On examination, the patient is pale, diaphoretic with a heart rate of 108 and normal blood pressure. His ECG shows ST elevation.
3. The diagnosis is an acute ST elevation myocardial infarction (STEMI) requiring timely reperfusion therapy such as thrombolytics or percutaneous coronary intervention to restore blood flow and limit damage from the heart attack.
- The document discusses contrast-induced nephropathy (CIN), including its definition, pathogenesis, incidence and risk factors, prevention methods, and recommendations.
- CIN is defined as a 25% rise in serum creatinine within 3 days of a contrast procedure. It occurs most often in patients with pre-existing renal insufficiency or diabetes and can be prevented using hydration protocols, acetylcysteine, and sodium bicarbonate administration.
- The highest risk patients include those with a baseline creatinine over 177 umol/L or over 350 umol/L. Prevention focuses on intravenous hydration, acetylcysteine, and sodium bicarbonate along with using
The document reviews two articles discussing antinuclear antibody-negative lupus. The first article from 2004 found that in most reported cases of supposed ANA-negative lupus, the diagnosis of lupus was questionable or ANA negativity could not be definitively established. The second article from 2018 similarly found that true ANA-negative lupus is extremely rare, occurring in less than 2% of reported cases, once technical issues and confounding factors are accounted for. The document concludes that true ANA-negative lupus is now predominantly a historical phenomenon rather than a distinct entity.
The second edition of AIIMS Medicine Quiz was held on 11th September, 2021. This quiz was for residents currently pursuing MD/DNB in Medicine/ Geriatric Medicine/ Emergency Medicine and Infectious Diseases.
This document discusses techniques for quantifying and assessing the reversibility of intracardiac shunts. An oximetry run involves obtaining blood oxygen samples from different cardiac chambers to detect differences indicating a shunt. A significant step up in oxygen content between chambers suggests a shunt. Catheterization can localize the shunt and determine shunt magnitude. Reversibility testing assesses a shunt's operability by measuring changes in pulmonary vascular resistance with vasodilators. A decrease in resistance indexes below thresholds indicates potential operability.
The document discusses combining chemotherapy and radiation for non-small cell lung cancer (NSCLC). It summarizes several studies that show combined treatment improves median survival compared to radiation alone by 9-12 months versus 12-14 months. Concurrent chemotherapy and radiation is also shown to improve overall survival compared to sequential chemotherapy and radiation based on meta-analyses. However, concurrent treatment increases acute esophagitis toxicity. Induction chemotherapy before concurrent chemoradiation may improve outcomes compared to historical controls, but studies are limited. Omitting elective nodal irradiation may allow dose escalation while minimizing toxicity without increasing failures in untreated regions.
- Capnography measures carbon dioxide levels and can be used to monitor cardiac output during cardiac arrest. An end-tidal carbon dioxide level below 10mmHg after 20 minutes of CPR indicates low likelihood of return of spontaneous circulation.
- Apneic oxygenation utilizes continued oxygen absorption in the alveoli even without breathing to prolong oxygen saturation during difficult intubations. Nasal cannula delivers high oxygen concentrations.
- The CRASH-2 trial showed tranexamic acid reduced mortality in trauma patients when given within 8 hours of injury by stopping clot breakdown. It is a cheap and effective treatment.
This presentation was basically a test for IMM candidates who were appearing in the IMM exam Dec. This test in the form of PPT contain the format of CPSP. Very helpfull for candidates.
This document summarizes the National Emphysema Treatment Trial (NETT), a multicenter randomized controlled trial that compared lung volume reduction surgery (LVRS) to medical therapy alone in patients with severe emphysema. The trial found no difference in mortality between the two groups overall. However, LVRS was associated with improved exercise capacity. Subgroup analyses found possible survival benefits for non-high risk patients with upper lobe emphysema and low exercise capacity. The trial was criticized for its use of post-hoc subgroup analyses.
The document discusses various techniques for coronary artery bypass grafting (CABG), including conventional on-pump CABG using cardioplegic arrest and cardiopulmonary bypass (CPB), and minimally invasive techniques like off-pump CABG (OPCAB) and mid-cabinal CABG (MIDCAB) without use of CPB. It summarizes the technical concepts of different graft conduits, procedures like MIDCAB using stabilization devices, and clinical trials comparing on-pump CABG to off-pump techniques. The largest trial found no difference in major cardiovascular outcomes between on-pump and off-pump CABG, though off-pump was associated with less bleeding, transfusions, and acute kidney injury
Main news related to the CCS TSI 2023 (2023/1695)Jakub Marek
Ā
An English š¬š§ translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech šØšæ version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfChart Kalyan
Ā
A Mix Chart displays historical data of numbers in a graphical or tabular form. The Kalyan Rajdhani Mix Chart specifically shows the results of a sequence of numbers over different periods.
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor IvaniukFwdays
Ā
At this talk we will discuss DDoS protection tools and best practices, discuss network architectures and what AWS has to offer. Also, we will look into one of the largest DDoS attacks on Ukrainian infrastructure that happened in February 2022. We'll see, what techniques helped to keep the web resources available for Ukrainians and how AWS improved DDoS protection for all customers based on Ukraine experience
āTemporal Event Neural Networks: A More Efficient Alternative to the Transfor...Edge AI and Vision Alliance
Ā
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/temporal-event-neural-networks-a-more-efficient-alternative-to-the-transformer-a-presentation-from-brainchip/
Chris Jones, Director of Product Management at BrainChip , presents the āTemporal Event Neural Networks: A More Efficient Alternative to the Transformerā tutorial at the May 2024 Embedded Vision Summit.
The expansion of AI services necessitates enhanced computational capabilities on edge devices. Temporal Event Neural Networks (TENNs), developed by BrainChip, represent a novel and highly efficient state-space network. TENNs demonstrate exceptional proficiency in handling multi-dimensional streaming data, facilitating advancements in object detection, action recognition, speech enhancement and language model/sequence generation. Through the utilization of polynomial-based continuous convolutions, TENNs streamline models, expedite training processes and significantly diminish memory requirements, achieving notable reductions of up to 50x in parameters and 5,000x in energy consumption compared to prevailing methodologies like transformers.
Integration with BrainChipās Akida neuromorphic hardware IP further enhances TENNsā capabilities, enabling the realization of highly capable, portable and passively cooled edge devices. This presentation delves into the technical innovations underlying TENNs, presents real-world benchmarks, and elucidates how this cutting-edge approach is positioned to revolutionize edge AI across diverse applications.
LF Energy Webinar: Carbon Data Specifications: Mechanisms to Improve Data Acc...DanBrown980551
Ā
This LF Energy webinar took place June 20, 2024. It featured:
-Alex Thornton, LF Energy
-Hallie Cramer, Google
-Daniel Roesler, UtilityAPI
-Henry Richardson, WattTime
In response to the urgency and scale required to effectively address climate change, open source solutions offer significant potential for driving innovation and progress. Currently, there is a growing demand for standardization and interoperability in energy data and modeling. Open source standards and specifications within the energy sector can also alleviate challenges associated with data fragmentation, transparency, and accessibility. At the same time, it is crucial to consider privacy and security concerns throughout the development of open source platforms.
This webinar will delve into the motivations behind establishing LF Energyās Carbon Data Specification Consortium. It will provide an overview of the draft specifications and the ongoing progress made by the respective working groups.
Three primary specifications will be discussed:
-Discovery and client registration, emphasizing transparent processes and secure and private access
-Customer data, centering around customer tariffs, bills, energy usage, and full consumption disclosure
-Power systems data, focusing on grid data, inclusive of transmission and distribution networks, generation, intergrid power flows, and market settlement data
Dandelion Hashtable: beyond billion requests per second on a commodity serverAntonios Katsarakis
Ā
This slide deck presents DLHT, a concurrent in-memory hashtable. Despite efforts to optimize hashtables, that go as far as sacrificing core functionality, state-of-the-art designs still incur multiple memory accesses per request and block request processing in three cases. First, most hashtables block while waiting for data to be retrieved from memory. Second, open-addressing designs, which represent the current state-of-the-art, either cannot free index slots on deletes or must block all requests to do so. Third, index resizes block every request until all objects are copied to the new index. Defying folklore wisdom, DLHT forgoes open-addressing and adopts a fully-featured and memory-aware closed-addressing design based on bounded cache-line-chaining. This design offers lock-free index operations and deletes that free slots instantly, (2) completes most requests with a single memory access, (3) utilizes software prefetching to hide memory latencies, and (4) employs a novel non-blocking and parallel resizing. In a commodity server and a memory-resident workload, DLHT surpasses 1.6B requests per second and provides 3.5x (12x) the throughput of the state-of-the-art closed-addressing (open-addressing) resizable hashtable on Gets (Deletes).
This talk will cover ScyllaDB Architecture from the cluster-level view and zoom in on data distribution and internal node architecture. In the process, we will learn the secret sauce used to get ScyllaDB's high availability and superior performance. We will also touch on the upcoming changes to ScyllaDB architecture, moving to strongly consistent metadata and tablets.
Essentials of Automations: Exploring Attributes & Automation ParametersSafe Software
Ā
Building automations in FME Flow can save time, money, and help businesses scale by eliminating data silos and providing data to stakeholders in real-time. One essential component to orchestrating complex automations is the use of attributes & automation parameters (both formerly known as ākeysā). In fact, itās unlikely youāll ever build an Automation without using these components, but what exactly are they?
Attributes & automation parameters enable the automation author to pass data values from one automation component to the next. During this webinar, our FME Flow Specialists will cover leveraging the three types of these output attributes & parameters in FME Flow: Event, Custom, and Automation. As a bonus, theyāll also be making use of the Split-Merge Block functionality.
Youāll leave this webinar with a better understanding of how to maximize the potential of automations by making use of attributes & automation parameters, with the ultimate goal of setting your enterprise integration workflows up on autopilot.
AppSec PNW: Android and iOS Application Security with MobSFAjin Abraham
Ā
Mobile Security Framework - MobSF is a free and open source automated mobile application security testing environment designed to help security engineers, researchers, developers, and penetration testers to identify security vulnerabilities, malicious behaviours and privacy concerns in mobile applications using static and dynamic analysis. It supports all the popular mobile application binaries and source code formats built for Android and iOS devices. In addition to automated security assessment, it also offers an interactive testing environment to build and execute scenario based test/fuzz cases against the application.
This talk covers:
Using MobSF for static analysis of mobile applications.
Interactive dynamic security assessment of Android and iOS applications.
Solving Mobile app CTF challenges.
Reverse engineering and runtime analysis of Mobile malware.
How to shift left and integrate MobSF/mobsfscan SAST and DAST in your build pipeline.
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-EfficiencyScyllaDB
Ā
Freshworks creates AI-boosted business software that helps employees work more efficiently and effectively. Managing data across multiple RDBMS and NoSQL databases was already a challenge at their current scale. To prepare for 10X growth, they knew it was time to rethink their database strategy. Learn how they architected a solution that would simplify scaling while keeping costs under control.
High performance Serverless Java on AWS- GoTo Amsterdam 2024Vadym Kazulkin
Ā
Java is for many years one of the most popular programming languages, but it used to have hard times in the Serverless community. Java is known for its high cold start times and high memory footprint, comparing to other programming languages like Node.js and Python. In this talk I'll look at the general best practices and techniques we can use to decrease memory consumption, cold start times for Java Serverless development on AWS including GraalVM (Native Image) and AWS own offering SnapStart based on Firecracker microVM snapshot and restore and CRaC (Coordinated Restore at Checkpoint) runtime hooks. I'll also provide a lot of benchmarking on Lambda functions trying out various deployment package sizes, Lambda memory settings, Java compilation options and HTTP (a)synchronous clients and measure their impact on cold and warm start times.
Session 1 - Intro to Robotic Process Automation.pdfUiPathCommunity
Ā
š Check out our full 'Africa Series - Automation Student Developers (EN)' page to register for the full program:
https://bit.ly/Automation_Student_Kickstart
In this session, we shall introduce you to the world of automation, the UiPath Platform, and guide you on how to install and setup UiPath Studio on your Windows PC.
š Detailed agenda:
What is RPA? Benefits of RPA?
RPA Applications
The UiPath End-to-End Automation Platform
UiPath Studio CE Installation and Setup
š» Extra training through UiPath Academy:
Introduction to Automation
UiPath Business Automation Platform
Explore automation development with UiPath Studio
š Register here for our upcoming Session 2 on June 20: Introduction to UiPath Studio Fundamentals: https://community.uipath.com/events/details/uipath-lagos-presents-session-2-introduction-to-uipath-studio-fundamentals/
In our second session, we shall learn all about the main features and fundamentals of UiPath Studio that enable us to use the building blocks for any automation project.
š Detailed agenda:
Variables and Datatypes
Workflow Layouts
Arguments
Control Flows and Loops
Conditional Statements
š» Extra training through UiPath Academy:
Variables, Constants, and Arguments in Studio
Control Flow in Studio
From Natural Language to Structured Solr Queries using LLMsSease
Ā
This talk draws on experimentation to enable AI applications with Solr. One important use case is to use AI for better accessibility and discoverability of the data: while User eXperience techniques, lexical search improvements, and data harmonization can take organizations to a good level of accessibility, a structural (or ācognitiveā gap) remains between the data user needs and the data producer constraints.
That is where AI ā and most importantly, Natural Language Processing and Large Language Model techniques ā could make a difference. This natural language, conversational engine could facilitate access and usage of the data leveraging the semantics of any data source.
The objective of the presentation is to propose a technical approach and a way forward to achieve this goal.
The key concept is to enable users to express their search queries in natural language, which the LLM then enriches, interprets, and translates into structured queries based on the Solr indexās metadata.
This approach leverages the LLMās ability to understand the nuances of natural language and the structure of documents within Apache Solr.
The LLM acts as an intermediary agent, offering a transparent experience to users automatically and potentially uncovering relevant documents that conventional search methods might overlook. The presentation will include the results of this experimental work, lessons learned, best practices, and the scope of future work that should improve the approach and make it production-ready.
Conversational agents, or chatbots, are increasingly used to access all sorts of services using natural language. While open-domain chatbots - like ChatGPT - can converse on any topic, task-oriented chatbots - the focus of this paper - are designed for specific tasks, like booking a flight, obtaining customer support, or setting an appointment. Like any other software, task-oriented chatbots need to be properly tested, usually by defining and executing test scenarios (i.e., sequences of user-chatbot interactions). However, there is currently a lack of methods to quantify the completeness and strength of such test scenarios, which can lead to low-quality tests, and hence to buggy chatbots.
To fill this gap, we propose adapting mutation testing (MuT) for task-oriented chatbots. To this end, we introduce a set of mutation operators that emulate faults in chatbot designs, an architecture that enables MuT on chatbots built using heterogeneous technologies, and a practical realisation as an Eclipse plugin. Moreover, we evaluate the applicability, effectiveness and efficiency of our approach on open-source chatbots, with promising results.
The Department of Veteran Affairs (VA) invited Taylor Paschal, Knowledge & Information Management Consultant at Enterprise Knowledge, to speak at a Knowledge Management Lunch and Learn hosted on June 12, 2024. All Office of Administration staff were invited to attend and received professional development credit for participating in the voluntary event.
The objectives of the Lunch and Learn presentation were to:
- Review what KM āisā and āisnātā
- Understand the value of KM and the benefits of engaging
- Define and reflect on your āwhatās in it for me?ā
- Share actionable ways you can participate in Knowledge - - Capture & Transfer
"$10 thousand per minute of downtime: architecture, queues, streaming and fin...Fwdays
Ā
Direct losses from downtime in 1 minute = $5-$10 thousand dollars. Reputation is priceless.
As part of the talk, we will consider the architectural strategies necessary for the development of highly loaded fintech solutions. We will focus on using queues and streaming to efficiently work and manage large amounts of data in real-time and to minimize latency.
We will focus special attention on the architectural patterns used in the design of the fintech system, microservices and event-driven architecture, which ensure scalability, fault tolerance, and consistency of the entire system.
2. OUTLINE
ā¢ CASES FROM AUGUST, SEPTEMBER, AND
OCTOBER 2009
ā¢ TRENDS
ā¢ DISCUSSION OF WAYS TO IMPROVE
REPORTING
3. About Nuclear QA
ā¢ Keepcath of all patients that had a nuclear followed
by a
log
within a year
ā¢ Do the ļ¬ndings correlate?
ā¢ COMPLETE AGREEMENT
ā¢ GENERAL AGREEMENT
ā¢ MINOR DISCORDANCE
ā¢ MAJOR DISCORDANCE
4. Nuke QA Started in 2008
ā¢ Initial problems primarily due to very high false
positive rate causing high major discordance rates
ā¢ We initiated prone imaging, using regadenoson,
became diligent with patient selection (ex: 2-day
studies for elevated BMI) and adopted the ASNC
recommended method for reporting
ā¢ 2009 trends showed improvement
5. **Signiļ¬cant percentages of major
discordances when comparing nuclear to
cardiac catheterization
--July 2008: 5 major discordances (71%)
7 total for correlation
--August 2008: 1 major discordance (20%)
5 total for correlation
--September 2008: 3 major discordances
(50%)
6 total for correlation
6. -cont.
October 2008: 5 major discordances (36%)
14 total for correlation
November 2008: No major discordances
(0%)
14 total for correlation
December 2008: 1 major discordance (17%)
6 total for correlation
7. Trends January 2009-May 2009
ā¢ January 2009: No major discordances (4 total for
correlationļ 0%
ā¢ February 2009: 2 major discordances (8 total for
review; 1 of these was deemed appropriately read and due
to quality of imaging by case review)ļ 13%
ā¢ March 2009: No nuclear/cath for correlation
ā¢ April 2009: 0 major discordance (5 total for
reviewļ 0%)
ā¢ May 2009: 1 major discordance that is due to patchy
uptake in a cardiomyopathy patient (4 total for correlation)
ā¢ June 2009: No major discordances
ā¢ July 2009: 1/6 major discordance (17%)
8. Trends and Case Review
8/09-10/09
ā¢ AUGUST 2009: 78 total nukes done
ā¢ 3 for correlation with cath
ā¢ 1 major discordanceā¦.WOULD LIKE
INPUT AS TO WHETHER OR NOT THIS IS
A MAJOR DISCORDANCE
9. ā¢ MPI 2/3/09 CASE 1
ā¢ CATH 8/28/09
ā¢ 1-DAY STUDY
ā¢ REGADENOSON
ā¢ PRONE USED AS AN
ADJUNCT
ā¢ ECG NEGATIVE
ā¢ POST STRESS
IMAGING 45 MINUTES
AFTER INJECTION
15. CATH
ā¢ LM normal
ā¢ LAD 40% proximal, 40-50% mid to distal
ā¢ diag 2 30%
ā¢ LCx 70% distally, small artery
ā¢ RCA (dominant) subtotal occlusion proximal with left
to right collaterals
ā¢ unsuccessful angioplasty; small self contained
coronary perforation
16. NUKE MISREAD OR MISSED ISCHEMIA?
ā¢ LABELLED AS A FALSE NEGATIVE BUT I THINK THIS
IS LIKELY A MINOR DISCORDANCE
ā¢ DISTAL LCX IS SMALL; MAY BE MILDLY ISCHEMIC
BUT THE QUALITY OF THE REST IMAGES ARE
PROBLEMATIC IN READING THIS STUDY
ACCURATELY
ā¢ COLLATERALS TO THE RCA WOULD PREVENT IT
FROM BEING ISCHEMIC AND ECG WAS NEGATIVE
ā¢ ONE POINT: SHOULD ATTEMPT PRONE OF REST
WHEN DEFECT PRESENT
ā¢ CONCERN: DID WE PERFORM PROCEDURE
CORRECTLY/I.E. MAXIMAL HYPEREMIA WITH
REGADENOSON? ECG NEGATIVE ...
FALSE NEGATIVE? MINOR DISCORDANCE?
NOT GETTING MAXIMAL HYPEREMIA
WITH REGADENOSON?
17. CORRELATION
ā¢ SEPTEMBER (N=85)
ā¢ 12 FOR CORRELATION; 1 EXCLUDED
DUE TO BEING >1 YEAR FROM NUKE
TO CATH
ā¢ 1 MAJOR DISCORDANCE THAT WAS
LIKELY BALANCED ISCHEMIA
(āACCEPTABLE FALSE NEGATIVEā)
18. -CONT
ā¢ OCTOBER (N=60); 11 TO CORRELATE
ā¢ 8/11 WERE CA OR GA
ā¢ 13 TOTAL: 1 NON-DIAGNOSTIC, 1
EXCLUDED DUE TO BEING JUST AT A
YEAR OUT FROM CATH
ā¢ 2 MINOR DISCORDANCES
ā¢ 1 UNKNOWN: MPI NO ISCHEMIA;
CATH WITH LAD BRIDGING.
GENERAL AGREE?
19. CASE 2: SHORT AXIS SUPINE
ā¢ MPI 8/4/09
ā¢ ONE DAY STUDY
ā¢ REGADENOSON
ā¢ PRONE USED AS AN
ADJUNCT
ā¢ NEGATIVE ECG
ā¢ STRESS IMAGING 48MIN
AFTER ISOTOPE
ā¢ REST IMAGING 45 MIN
AFTER
23. MPI IMPRESSION
ā¢ MILDLY ABNORMAL (SSS6) WITH FIXED
INFERIOR/INFEROLATERAL DEFECT
ā¢ QUALITY:FAIR
ā¢ EF NORMAL WITH MILD INFERIOR/
INFEROLATERAL HYPOKINESIS
24. CATH
ā¢ LM normal
ā¢ LAD ostial 60%
ā¢ LCx free of disease
ā¢ RCA free of disease
ā¢ Ramus free of disease
CASE OF SIGNIFICANT ARTIFACT
THAT LED TO MISREAD
PLANAR: ELEVATED LEFT MINOR
HEMIDIAPHRAGM DISCORDANCE?
FAIR QUALITY
25. CASE 3
ā¢ 2-DAY STUDY
ā¢ EXERCISE (6:32)
ā¢ MALE PT
ā¢ STRESS IMAGING 2
HOURS AFTER
INJECTION; REST
IMAGING 40 MINUTES
AFTER INJECTION
30. MPI IMPRESSION
ā¢ MILDLY ABNORMAL; SUGGESTIVE OF
BRANCH VESSEL LAD DISEASE
(DIAGONAL)
ā¢ TECHNICAL ISSUES WITH GATING SO
NO EF GIVEN
31. CATH
ā¢ NORMAL CORONARIES
ā¢ MPI PLANAR WITH MILD BREAST
ATTENUATION, LATERAL WALL FAT
AND MILD VERTICAL MOTION
MINOR DISCORDANCE?
MORE SIGNIFICANT?
32. CASE 4
ā¢ 1-DAY STUDY
ā¢ REGADENOSON
ā¢ PRONE USED AS AN
ADJUNCT
ā¢ REST: 1HR AND 15 MIN
AFTER INJECTION
ā¢ STRESS:1 HOUR AND 5
MINUTES AFTER
36. MPI IMPRESSION
ā¢ OCCLUDED LCX AND/OR RCA
BRANCH VESSEL AT BASE WITHOUT
ISCHEMIA
ā¢ LOW RISK
ā¢ MILDLY REDUCED EF
37. CATH
ā¢ NON OBSTRUCTIVE CAD
THIS IS DOWN AS A
GENERAL AGREEMENT
SINCE IT WAS READ AS
LOW RISK; CHANGE TO
DISCORDANCE?
38. NEXT CASE
ā¢ 45 Y/O MALE WITH KNOWN CAD/PRIOR MI
ā¢ EXERCISE STUDY (7:46)
ā¢ ECG WITH T WAVE INVERSION AT BASELINE
INFEROLATERALLY; PSEUDONORMALIZATION
DURING STRESS
ā¢ 1-DAY STUDY WITH PRONE AS
ADJUNCT
42. MPI
IMPRESSION
ā¢ ABNORMAL WITH LARGE FIXED INFERIOR
DEFECT AND MODERATE FIXED ANTERIOR
DEFECT
ā¢ DO YOU AGREE ? THOUGHTS....
ā¢ NORMAL EF
ā¢ POOR QUALITY
ā¢ Prior nuke in 2003 with large defect, also non-
43. CATH-the plot thickens
ā¢ The one we correlated with was 10/09:
ā¢ No signiļ¬cant CAD; mid-distal focal area
of myocardial bridging LAD
ā¢ Prior cath in 2005:
ā¢ 90% proximal ramus intermedius
ā¢ 50-60% proximal rca
SO IS THIS THE
WRONG CATH?
44. NEXT CASE: GOOD
CORRELATION DESPITE
ATTENUATION
ā¢ 39 Y/O FEMALE
ā¢ 2-DAY STUDY DUE TO BMI
ā¢ REGADENOSON (??)
ā¢ SEVERE BREAST ATTENUATION
ā¢ PRONE USED AS ADJUNCT
ā¢ SHOULD WE HAVE DONE NUKE?
48. MPI IMPRESSION
ā¢ POOR QUALITY: SEVERE BREAST
ATTENUATION
ā¢ MODERATE AREA OF INFARCTION
INFERIOR AND INFEROLATERALLY
SUGGESTING RCA AND/OR LCX
DISEASE
ā¢ NORMAL EF
49. CATH
ā¢ TWO VESSEL CAD
ā¢ RCA MID 90%, MID-DISTAL 70%
ā¢ MID LAD 60% (NEGATIVE FFR OF LAD)
50. NEXT CASE
ā¢ 56Y/O MALE WITH PPM
ā¢ REGADENOSON
ā¢ 1-DAY STUDY WITH PRONE AS
ADJUNCT
53. MPI IMPRESSION AND CATH
ā¢ MPI: RCA OR LCX INFARCTION WITH
MINIMAL RESIDUAL ISCHEMIA ; LOW
RISK
ā¢ CATH: 3 VESSEL CAD
ā¢ 70-80% PROX LAD, 99% OSTIAL LCX,
80% MID RCA LIKELY A CASE OF BALANCED
ISCHEMIA WITH TIGHTER LCX SO
ONLY ONE DISTRIBUTION
DEMONSTRATED ISCHEMIA; MAJOR
DISCORDANCE THAT IS
āACCEPTABLE?ā
54. NEXT CASE
ā¢ 58Y/O FEMALE
ā¢ EXERCISE STUDY (6:20)
ā¢ 1-STUDY STUDY
ā¢ PLANAR FINDINGS NOT MENTIONED-
QUALITY LISTED AS FAIR (LIKELY
BREAST ATTENUATION)
ā¢ PRONE USED AS ADJUNCT
57. CORRELATION
ā¢ MPI: ABNORMAL; POSITIVE FOR ISCHEMIA
ā¢ NO MENTION OF RISK OF STUDY
ā¢ ANTERIOR DEFECT FELT TO BE DUE TO BREAST;
MODERATE REVERSIBLE DEFECT APICALLY AND LATERALLY
ā¢ CATH: LAD PCI; MILD TO MODERATE LCX (NO
PERCENTAGE GIVEN), PLV OSTIUM (SMALL VESSEL) WITH
90% FOCAL STENOSIS
FOR QA: GENERAL AGREE? SOME COMMENT SHOULD BE MADE
THAT NUKE NOT GOOD FOR THIS PT IN THE FUTURE DUE TO
SEVERITY OF BREAST ATTENUATION? PLACE IT INTO NON-
DIAGNOSTIC FOR LAD TERRITORY?
58. NOVEMBER/DECEMBER
ā¢ HIGH NUMBERS OF POOR QUALITY STUDIES
ā¢ NOVEMBER: (N=80);14 FOR CORRELATION
ā¢ 7/14 WERE IN GENERAL OR COMPLETE AGREEMENT
ā¢ 2 MINOR DISCORDANCE-->PLANAR FINDINGS NOT DESCRIBED ON EITHER OF
THESE
ā¢ 3 MAJOR DISCORDANCE--> 1 LIKELY BALANCED ISCHEMIA (āACCEPTABLEā MAJOR
DISCORDANCE); ANOTHER DESCRIBED AS POOR QUALITY BUT NOT READ AS
NON-DIAGNOSTIC; OTHER NEEDS REVIEW
ā¢ 1 NON-DIAGNOSTIC DUE TO BREAST ATTENUATION
ā¢ ISSUE: IF POOR QUALITY STUDY WE SHOULD STATE WHY IN PLANAR SECTION AND
READ STUDY AS NON-DIAGNOSTIC
59. ā¢ DECEMBER (N=59); 14 FOR CORRELATION
ā¢ 7/14 CA OR GA
ā¢ I MINOR DISCORDANCE
ā¢ 2 MAJOR DISCORDANCE; 1 DOCUMENTED AS
POOR QUALITY STUDY
ā¢ 1 READ AS NON-DIAGNOSTIC DUE TO BREAST,
1 READ AS EQUIVOCAL DUE TO SEVERE
VERTICAL MOTION, 1 TECHNICAL ISSUE (FAIR
60. REPORTING ISSUES
ā¢ MANY STUDIES WITHOUT MENTION OF
PLANAR IMAGING FINDINGS
ā¢ NEED TO STATE IF PRONE WAS OR WAS NOT
PERFORMED
ā¢ MUST HAVE CORONARY ARTERY DISTRIBUTION
FOR DEFECTS--MANY STUDIES REPORTED ONLY
AS ISCHEMIC WITHOUT MENTION OF
DISTRIBUTION OR SEVERITY OF RISK (MILD/
MOD/SEVERE)
61. REVIEW
ā¢ OVERALL TREND FOR 2009 WAS
SIGNIFICANT IMPROVEMENT
ā¢ THE LAST TWO MONTHS THERE WERE
INCREASED NUMBERS OF POOR
QUALITY IMAGES (PT SELECTION?)
ā¢ PHYSICIAN REPORTS: LACKING
PLANAR IMAGING FINDINGS AND
CONSISTENCY IN TERMS OF STATING
RISK
62. REMINDER: ASNC GUIDELINES
FOR REPORTING
ā¢ REQUIRED: PERFUSION DEFECT LOCATION,
SEVERITY, AND SIZE
ā¢ SEVERITY= MILD,MODERATE,SEVERE
ā¢ SMALL= 1-2 SEGMENTS
ā¢ MEDIUM=3-4 SEGMENTS
ā¢ LARGE= 5 OR MORE SEGMENTS
ā¢ TID IS REQUIRED
63. TO THINK ABOUT...
ā¢ MANY EXPERTS BELIEVE THAT AC IMAGING CAN
INCREASE THE NUMBER OF STRESS ONLY
IMAGES (GETTING ASKED MORE FREQUENTLY
TO DO THIS WHEN POSSIBLE ON IN-PTS)
ā¢ REMINDER: THIS IS APPLICABLE MAINLY TO PTS
WHO EXERCISE
ā¢ PHARMACOLOGIC NORMALS HAVE
SIGNIFICANTLY HIGHER RATE OF CARDIAC
EVENTS WITHIN THE NEXT YEAR AS
COMPARED TO NORMALS WHO DID BRUCE