American Heart Association
Advancing Cardiovascular Care with Machine Learning and AI: Real-Time Diagnostics, Risk Stratification, and Precision Tools
Abstract Poster Board Session
Population Science Zone
Nov 9th , 11:30 AM - 12:30 PM
11 : 30 AM
The importance of social and clinical variables as risk factors for 30-day readmissions following acute myocardial infarctions
Parthasarathy Nandhini, Matheny Michael, Reeves Ruth, Brown Jeremiah, Ricket Iben
Final Pr. ID: Su2009
Authors: Parthasarathy Nandhini, Matheny Michael, Reeves Ruth, Brown Jeremiah, Ricket Iben
Keywords: Myocardial infarction , SDOH , Population science , Quality of medical care , Disparities
11 : 30 AM
From Door to Diagnosis: Prospective Evaluation of OpenAI o3 for Real-Time STEMI/NSTEMI and Culprit Artery Prediction in Acute Myocardial Infarction
Amin Usayd, Siddiqi Zeba, Singh Shivesh
Final Pr. ID: Su2010
Authors: Amin Usayd, Siddiqi Zeba, Singh Shivesh
Keywords: Artificial Intelligence , Myocardial infarction , Angiography
11 : 30 AM
Phenotype Based Machine Learning Approach for Enhancing Long Term Cardiovascular Disease Mortality Risk Stratification in Obstructive Sleep Apnea: A Longitudinal Cohort Study
Nguyen Dang, Huynh Phat, Nguyen Duy, Rutledge-jukes Heath, Vinh Tuan, Lin John, Olaniran Olabiyi, Jain Urvish, Le Minh, Kpodonu Jacques
Final Pr. ID: Su2011
Authors: Nguyen Dang, Huynh Phat, Nguyen Duy, Rutledge-jukes Heath, Vinh Tuan, Lin John, Olaniran Olabiyi, Jain Urvish, Le Minh, Kpodonu Jacques
Keywords: Sleep apnea , Machine Learning
11 : 30 AM
Machine Learning to Identify Vasoplegia without a Pulmonary Artery Catheter using the Resistance Flow Ratio
Patel Nikhil
Final Pr. ID: Su2012
Authors: Patel Nikhil
Keywords: Hemodynamics , Artificial Intelligence , Shock , cardiogenic , Vascular resistance , Cardiac surgery
11 : 30 AM
Machine Learning–Derived Patient Subgroups in Inpatient Cardiac Arrest: A National Inpatient Sample Analysis
Chilingarashvili Giorgi, Mondal Avilash, Prasad Abhishek, Uppari Shravya, Hany Hammad Hady, Maisuradze Giorgi, Ahluwalia Vibhor, Tripathi Devendra, Truong Vien
Final Pr. ID: Su2013
Authors: Chilingarashvili Giorgi, Mondal Avilash, Prasad Abhishek, Uppari Shravya, Hany Hammad Hady, Maisuradze Giorgi, Ahluwalia Vibhor, Tripathi Devendra, Truong Vien
Keywords: Cardiac arrest , Machine Learning
11 : 30 AM
ECG-SMART: A Clinician-Guided AI Dashboard for Occlusion Myocardial Infarction Detection in the Emergency Department
Helman Stephanie, Gokahle Tanmay, Ji Rui Qi, Kraevsky Karina, Riek Nathan, Martin-gill Christian, Callaway Clifton, Saba Samir, Devito-dabbs Annette, Zegre-hemsey Jessica, Grover Joseph
Final Pr. ID: Su2014
Authors: Helman Stephanie, Gokahle Tanmay, Ji Rui Qi, Kraevsky Karina, Riek Nathan, Martin-gill Christian, Callaway Clifton, Saba Samir, Devito-dabbs Annette, Zegre-hemsey Jessica, Grover Joseph
Keywords: Acute coronary syndromes , Artificial Intelligence , Myocardial infarction , Electrocardiography , Emergency care
11 : 30 AM
A novel deep learning framework identified associated genes and Interpretable deep learning translation of GWAS findings for drug repurposing in Atrial Fibrillation
Tonegawa-kuji Reina, Xu Jielin, Guntupalli Suman, Barnard John, Chung Mina, Cheng Feixiong
Final Pr. ID: Su2015
Authors: Tonegawa-kuji Reina, Xu Jielin, Guntupalli Suman, Barnard John, Chung Mina, Cheng Feixiong
Keywords: Artificial Intelligence , Atrial fibrillation
11 : 30 AM
Deep Learning Prediction of Left Atrial Structure and Function from 12-lead Electrocardiograms
Brody Jennifer, Floyd James, Yogeswaran Vidhushei, Wiggins Kerri, Sitlani Colleen, Bis Joshua, Heckbert Susan, Longstreth W, Psaty Bruce, Shojaie Ali
Final Pr. ID: Su2016
Authors: Brody Jennifer, Floyd James, Yogeswaran Vidhushei, Wiggins Kerri, Sitlani Colleen, Bis Joshua, Heckbert Susan, Longstreth W, Psaty Bruce, Shojaie Ali
Keywords: Cardioembolic stroke , Artificial Intelligence , Atrial fibrillation , Electrocardiography
Paliath-pathiyal Hrishi, Toram Riki, Wang Margaret, Wu Gloria, Khan Obaid, Wang Paul, Hoang Brian, Chim Ivan, Chung Emily, Mendoza Noemi, Toram Viki
Final Pr. ID: Su2017
Authors: Paliath-pathiyal Hrishi, Toram Riki, Wang Margaret, Wu Gloria, Khan Obaid, Wang Paul, Hoang Brian, Chim Ivan, Chung Emily, Mendoza Noemi, Toram Viki
Keywords: Patient education/teaching , Atrial fibrillation , Artificial Intelligence , Patient centered care , Race
11 : 30 AM
Global Variation in Cardiovascular Disease Burden, 1990–2021: Comparative Trends in the United States, Europe, Asia, and Latin America
Ahmad Hassaan, Jesi Nusrat, Ahmad Noor, Raza Hafiz Ali
Final Pr. ID: Su2018
Authors: Ahmad Hassaan, Jesi Nusrat, Ahmad Noor, Raza Hafiz Ali
Keywords: Epidemiology , Outcomes , Disparities , Population science , Cardiovascular disease
11 : 30 AM
A novel deep learning framework identified associated genes and Interpretable deep learning translation of GWAS findings for drug repurposing in Atrial Fibrillation
Tonegawa-kuji Reina, Xu Jielin, Guntupalli Suman, Barnard John, Chung Mina, Cheng Feixiong
Final Pr. ID: Su2015
Authors: Tonegawa-kuji Reina, Xu Jielin, Guntupalli Suman, Barnard John, Chung Mina, Cheng Feixiong
Keywords: Artificial Intelligence , Atrial fibrillation
11 : 30 AM
Deep Learning Prediction of Left Atrial Structure and Function from 12-lead Electrocardiograms
Brody Jennifer, Floyd James, Yogeswaran Vidhushei, Wiggins Kerri, Sitlani Colleen, Bis Joshua, Heckbert Susan, Longstreth W, Psaty Bruce, Shojaie Ali
Final Pr. ID: Su2016
Authors: Brody Jennifer, Floyd James, Yogeswaran Vidhushei, Wiggins Kerri, Sitlani Colleen, Bis Joshua, Heckbert Susan, Longstreth W, Psaty Bruce, Shojaie Ali
Keywords: Cardioembolic stroke , Artificial Intelligence , Atrial fibrillation , Electrocardiography
11 : 30 AM
ECG-SMART: A Clinician-Guided AI Dashboard for Occlusion Myocardial Infarction Detection in the Emergency Department
Helman Stephanie, Gokahle Tanmay, Ji Rui Qi, Kraevsky Karina, Riek Nathan, Martin-gill Christian, Callaway Clifton, Saba Samir, Devito-dabbs Annette, Zegre-hemsey Jessica, Grover Joseph
Final Pr. ID: Su2014
Authors: Helman Stephanie, Gokahle Tanmay, Ji Rui Qi, Kraevsky Karina, Riek Nathan, Martin-gill Christian, Callaway Clifton, Saba Samir, Devito-dabbs Annette, Zegre-hemsey Jessica, Grover Joseph
Keywords: Acute coronary syndromes , Artificial Intelligence , Myocardial infarction , Electrocardiography , Emergency care
11 : 30 AM
From Door to Diagnosis: Prospective Evaluation of OpenAI o3 for Real-Time STEMI/NSTEMI and Culprit Artery Prediction in Acute Myocardial Infarction
Amin Usayd, Siddiqi Zeba, Singh Shivesh
Final Pr. ID: Su2010
Authors: Amin Usayd, Siddiqi Zeba, Singh Shivesh
Keywords: Artificial Intelligence , Myocardial infarction , Angiography
11 : 30 AM
Global Variation in Cardiovascular Disease Burden, 1990–2021: Comparative Trends in the United States, Europe, Asia, and Latin America
Ahmad Hassaan, Jesi Nusrat, Ahmad Noor, Raza Hafiz Ali
Final Pr. ID: Su2018
Authors: Ahmad Hassaan, Jesi Nusrat, Ahmad Noor, Raza Hafiz Ali
Keywords: Epidemiology , Outcomes , Disparities , Population science , Cardiovascular disease
Paliath-pathiyal Hrishi, Toram Riki, Wang Margaret, Wu Gloria, Khan Obaid, Wang Paul, Hoang Brian, Chim Ivan, Chung Emily, Mendoza Noemi, Toram Viki
Final Pr. ID: Su2017
Authors: Paliath-pathiyal Hrishi, Toram Riki, Wang Margaret, Wu Gloria, Khan Obaid, Wang Paul, Hoang Brian, Chim Ivan, Chung Emily, Mendoza Noemi, Toram Viki
Keywords: Patient education/teaching , Atrial fibrillation , Artificial Intelligence , Patient centered care , Race
11 : 30 AM
Machine Learning to Identify Vasoplegia without a Pulmonary Artery Catheter using the Resistance Flow Ratio
Patel Nikhil
Final Pr. ID: Su2012
Authors: Patel Nikhil
Keywords: Hemodynamics , Artificial Intelligence , Shock , cardiogenic , Vascular resistance , Cardiac surgery
11 : 30 AM
Machine Learning–Derived Patient Subgroups in Inpatient Cardiac Arrest: A National Inpatient Sample Analysis
Chilingarashvili Giorgi, Mondal Avilash, Prasad Abhishek, Uppari Shravya, Hany Hammad Hady, Maisuradze Giorgi, Ahluwalia Vibhor, Tripathi Devendra, Truong Vien
Final Pr. ID: Su2013
Authors: Chilingarashvili Giorgi, Mondal Avilash, Prasad Abhishek, Uppari Shravya, Hany Hammad Hady, Maisuradze Giorgi, Ahluwalia Vibhor, Tripathi Devendra, Truong Vien
Keywords: Cardiac arrest , Machine Learning
11 : 30 AM
Phenotype Based Machine Learning Approach for Enhancing Long Term Cardiovascular Disease Mortality Risk Stratification in Obstructive Sleep Apnea: A Longitudinal Cohort Study
Nguyen Dang, Huynh Phat, Nguyen Duy, Rutledge-jukes Heath, Vinh Tuan, Lin John, Olaniran Olabiyi, Jain Urvish, Le Minh, Kpodonu Jacques
Final Pr. ID: Su2011
Authors: Nguyen Dang, Huynh Phat, Nguyen Duy, Rutledge-jukes Heath, Vinh Tuan, Lin John, Olaniran Olabiyi, Jain Urvish, Le Minh, Kpodonu Jacques
Keywords: Sleep apnea , Machine Learning
11 : 30 AM
The importance of social and clinical variables as risk factors for 30-day readmissions following acute myocardial infarctions
Parthasarathy Nandhini, Matheny Michael, Reeves Ruth, Brown Jeremiah, Ricket Iben
Final Pr. ID: Su2009
Authors: Parthasarathy Nandhini, Matheny Michael, Reeves Ruth, Brown Jeremiah, Ricket Iben
Keywords: Myocardial infarction , SDOH , Population science , Quality of medical care , Disparities