American Heart Association
Advances in AI/ML Model Development for Biomedical and Clinical Applications
Moderated Digital Poster Session
Population Science Zone, Moderated Digital Poster 10
Nov 10th , 09:15 AM - 10:15 AM
09 : 15 AM
A Machine Learning-Derived Socio-Environmental Risk Score More Accurately Predicts Cardiovascular Events and Better Addresses Health Inequities than Social Deprivation Index
Chen Zhuo, Nasir Khurram, Al-kindi Sadeer, Rajagopalan Sanjay, Ponnana Sai Rahul, Dazard Jean-eudes, Zhang Tong, Dong Weichuan, Okyere Robert, Sirasapalli Santosh, Deo Salil, Khraishah Haitham
Final Pr. ID: MP2170
Authors: Chen Zhuo, Nasir Khurram, Al-kindi Sadeer, Rajagopalan Sanjay, Ponnana Sai Rahul, Dazard Jean-eudes, Zhang Tong, Dong Weichuan, Okyere Robert, Sirasapalli Santosh, Deo Salil, Khraishah Haitham
Keywords: Machine Learning , Race , Calcium , Cardiovascular Risk , Residential environment
09 : 22 AM
AI-informed Coronary Artery Tortuosity Index (CArTI) from Cardiac CT Angiography Predicts 5-Year Cardiovascular Risk
Lebowitz Mendel, Modanwal Gourav, Dhamdhere Rohan, Mutha Pushkar, De Cecco Carlo, Van Assen Marly, Madabhushi Anant
Final Pr. ID: MP2171
Authors: Lebowitz Mendel, Modanwal Gourav, Dhamdhere Rohan, Mutha Pushkar, De Cecco Carlo, Van Assen Marly, Madabhushi Anant
Keywords: Artificial Intelligence , Machine Learning , Cardiovascular Risk , Cardiac CT , Precision medicine
09 : 29 AM
An Accessible Image-based Artificial Intelligence-Electrocardiogram Risk Score Enhances Atherosclerotic Cardiovascular Disease Risk Prediction Beyond Traditional Risk Scores
Batinica Bruno, Oikonomou Evangelos, Dhingra Lovedeep, Pedroso Aline, Aminorroaya Arya, Biswas Dhruva, Khera Rohan
Final Pr. ID: MP2172
Authors: Batinica Bruno, Oikonomou Evangelos, Dhingra Lovedeep, Pedroso Aline, Aminorroaya Arya, Biswas Dhruva, Khera Rohan
Keywords: Prediction model , Electrocardiography , Atherosclerosis , Precision medicine , Prevention
09 : 36 AM
Comparative Study of Coronary Artery Disease (CAD) Prediction: Conventional QRISK3 vs. Enhanced Machine Learning Models Combined with Particle Swarm Optimization (PSO) Algorithm
Harmadha Wigaviola Socha Purnamaasri, Wang Dennis, Masood Mohsin
Final Pr. ID: MP2174
Authors: Harmadha Wigaviola Socha Purnamaasri, Wang Dennis, Masood Mohsin
Keywords: Acute coronary syndromes , Dyslipidemia , Diabetes (Type II) , Machine Learning , Risk Factors
09 : 43 AM
Machine Learning-Based Model for Prediction of All-cause death in Acute Myocardial Infarction patients undergoing primary coronary arteriography
Linghan Xue
Final Pr. ID: MP2176
Authors: Linghan Xue
Keywords: Cardiovascular , Prognostic model , Machine Learning , Percutaneous coronary intervention (PCI)
09 : 50 AM
Prediction of Mortality and Morbidity After Acute Myocardial Infarction Using Medication-Enriched Real-World Clinical Data and Machine Learning
Hsiao Buyuan
Final Pr. ID: MP2177
Authors: Hsiao Buyuan
Keywords: Artificial Intelligence , Acute coronary syndromes , Mortality , Myocardial infarction , STEMI , Cardiovascular disease
09 : 57 AM
Smarter Together: How Artificial Intelligence Algorithms are Enhancing Clinicians in Early Detection of CHD Congenital Heart Disease?
Vaghela Rushi, Sethuraj Jansi, Elangovan Ramya, Patel Krish, Dontulwar Taral, Elangovan Kavin, Dantu Gayathri, Krishnan Elangovan
Final Pr. ID: MP2178
Authors: Vaghela Rushi, Sethuraj Jansi, Elangovan Ramya, Patel Krish, Dontulwar Taral, Elangovan Kavin, Dantu Gayathri, Krishnan Elangovan
Keywords: Artificial Intelligence
10 : 04 AM
Transformer-Based Survival Model Outperforms Traditional Methods for Cardiovascular Risk Prediction: Analysis of Two Million Annual Health Checkup Records in Japan
Tsurimoto Shota, Nagata Yoshiki, Nomura Akihiro, Takamura Masayuki
Final Pr. ID: MP2179
Authors: Tsurimoto Shota, Nagata Yoshiki, Nomura Akihiro, Takamura Masayuki
Keywords: Cardiovascular disease , Cardiovascular Risk , Artificial Intelligence , Healthcare innovation , Health promotion
09 : 15 AM
A Machine Learning-Derived Socio-Environmental Risk Score More Accurately Predicts Cardiovascular Events and Better Addresses Health Inequities than Social Deprivation Index
Chen Zhuo, Nasir Khurram, Al-kindi Sadeer, Rajagopalan Sanjay, Ponnana Sai Rahul, Dazard Jean-eudes, Zhang Tong, Dong Weichuan, Okyere Robert, Sirasapalli Santosh, Deo Salil, Khraishah Haitham
Final Pr. ID: MP2170
Authors: Chen Zhuo, Nasir Khurram, Al-kindi Sadeer, Rajagopalan Sanjay, Ponnana Sai Rahul, Dazard Jean-eudes, Zhang Tong, Dong Weichuan, Okyere Robert, Sirasapalli Santosh, Deo Salil, Khraishah Haitham
Keywords: Machine Learning , Race , Calcium , Cardiovascular Risk , Residential environment
09 : 22 AM
AI-informed Coronary Artery Tortuosity Index (CArTI) from Cardiac CT Angiography Predicts 5-Year Cardiovascular Risk
Lebowitz Mendel, Modanwal Gourav, Dhamdhere Rohan, Mutha Pushkar, De Cecco Carlo, Van Assen Marly, Madabhushi Anant
Final Pr. ID: MP2171
Authors: Lebowitz Mendel, Modanwal Gourav, Dhamdhere Rohan, Mutha Pushkar, De Cecco Carlo, Van Assen Marly, Madabhushi Anant
Keywords: Artificial Intelligence , Machine Learning , Cardiovascular Risk , Cardiac CT , Precision medicine
09 : 29 AM
An Accessible Image-based Artificial Intelligence-Electrocardiogram Risk Score Enhances Atherosclerotic Cardiovascular Disease Risk Prediction Beyond Traditional Risk Scores
Batinica Bruno, Oikonomou Evangelos, Dhingra Lovedeep, Pedroso Aline, Aminorroaya Arya, Biswas Dhruva, Khera Rohan
Final Pr. ID: MP2172
Authors: Batinica Bruno, Oikonomou Evangelos, Dhingra Lovedeep, Pedroso Aline, Aminorroaya Arya, Biswas Dhruva, Khera Rohan
Keywords: Prediction model , Electrocardiography , Atherosclerosis , Precision medicine , Prevention
09 : 36 AM
Comparative Study of Coronary Artery Disease (CAD) Prediction: Conventional QRISK3 vs. Enhanced Machine Learning Models Combined with Particle Swarm Optimization (PSO) Algorithm
Harmadha Wigaviola Socha Purnamaasri, Wang Dennis, Masood Mohsin
Final Pr. ID: MP2174
Authors: Harmadha Wigaviola Socha Purnamaasri, Wang Dennis, Masood Mohsin
Keywords: Acute coronary syndromes , Dyslipidemia , Diabetes (Type II) , Machine Learning , Risk Factors
09 : 43 AM
Machine Learning-Based Model for Prediction of All-cause death in Acute Myocardial Infarction patients undergoing primary coronary arteriography
Linghan Xue
Final Pr. ID: MP2176
Authors: Linghan Xue
Keywords: Cardiovascular , Prognostic model , Machine Learning , Percutaneous coronary intervention (PCI)
09 : 50 AM
Prediction of Mortality and Morbidity After Acute Myocardial Infarction Using Medication-Enriched Real-World Clinical Data and Machine Learning
Hsiao Buyuan
Final Pr. ID: MP2177
Authors: Hsiao Buyuan
Keywords: Artificial Intelligence , Acute coronary syndromes , Mortality , Myocardial infarction , STEMI , Cardiovascular disease
09 : 57 AM
Smarter Together: How Artificial Intelligence Algorithms are Enhancing Clinicians in Early Detection of CHD Congenital Heart Disease?
Vaghela Rushi, Sethuraj Jansi, Elangovan Ramya, Patel Krish, Dontulwar Taral, Elangovan Kavin, Dantu Gayathri, Krishnan Elangovan
Final Pr. ID: MP2178
Authors: Vaghela Rushi, Sethuraj Jansi, Elangovan Ramya, Patel Krish, Dontulwar Taral, Elangovan Kavin, Dantu Gayathri, Krishnan Elangovan
Keywords: Artificial Intelligence
10 : 04 AM
Transformer-Based Survival Model Outperforms Traditional Methods for Cardiovascular Risk Prediction: Analysis of Two Million Annual Health Checkup Records in Japan
Tsurimoto Shota, Nagata Yoshiki, Nomura Akihiro, Takamura Masayuki
Final Pr. ID: MP2179
Authors: Tsurimoto Shota, Nagata Yoshiki, Nomura Akihiro, Takamura Masayuki
Keywords: Cardiovascular disease , Cardiovascular Risk , Artificial Intelligence , Healthcare innovation , Health promotion