American Heart Association
From Development to Deployment: Best Practices for Validating AI/ML Models in Healthcare
Moderated Digital Poster Session
Population Science Zone, Moderated Digital Poster 14
Nov 8th , 01:45 PM - 02:55 PM
01 : 45 PM
AI-CVD vs. PREVENT for Predicting Incident Heart Failure: The Multi-Ethnic Study of Atherosclerosis (MESA)
Naghavi Morteza, Mirjalili Seyed Reza, Atlas Kyle, Zhang Chenyu, Reeves Anthony, Azimi Amir, Wong Nathan
Final Pr. ID: MP585
Authors: Naghavi Morteza, Mirjalili Seyed Reza, Atlas Kyle, Zhang Chenyu, Reeves Anthony, Azimi Amir, Wong Nathan
Keywords: Epidemiology , Heart failure , Computed tomography , Biomarkers , Noninvasive cardiac imaging
01 : 52 PM
AI-Driven Identification and Outreach for Familial Hypercholesterolemia: Early Results from the FIND-FH Initiative at a Single Academic Center
Furman Benjamin, Kulp David, Kim Kain, Lam Shivani, Sperling Laurence, Eapen Danny
Final Pr. ID: MP586
Authors: Furman Benjamin, Kulp David, Kim Kain, Lam Shivani, Sperling Laurence, Eapen Danny
Keywords: Machine Learning , Prevention
01 : 59 PM
Breast Arterial Calcification Augments Risk Stratification Among Women with Cardiovascular Risk Factors
Xiao Sophia, Mantey Richard, Bui Quan, Daniels Lori
Final Pr. ID: MP587
Authors: Xiao Sophia, Mantey Richard, Bui Quan, Daniels Lori
Keywords: Cardiovascular Risk , Women , Prevention
Farooqui Sami, Khalid Emad, Delgado Yulissa, Ali Asif
Final Pr. ID: MP588
Authors: Farooqui Sami, Khalid Emad, Delgado Yulissa, Ali Asif
Keywords: Risk Factors , Prevention , Coronary artery calcification (CAC) , Atherosclerosis , Cardiometabolic health
02 : 13 PM
Gaps In Risk Factor Management Prior To Major Adverse Events As First Presentation Of Atherosclerotic Cardiovascular Disease
King Daniel, Harris Daniel, Akbari Ashley, Gravenor Michael, Halcox Julian
Final Pr. ID: MP589
Authors: King Daniel, Harris Daniel, Akbari Ashley, Gravenor Michael, Halcox Julian
Keywords: Acute coronary syndromes , Cardiovascular Risk , Stroke , Blood pressure , Lipids
02 : 20 PM
Multi-Center Validation of a Non-exercise Machine Learning Prediction Model Equivalent to Cardiopulmonary Exercise Parameters in Cardiovascular Patients
Nakayama Atsuko, Sakuma Hiroki, Bernard Joanny, Iwata Tomoharu, Kashino Kunio, Iso Yoshitaka, Kida Keisuke, Akashi Yoshihiro, Isobe Mitsuaki, Tomoike Hitonobu
Final Pr. ID: MP590
Authors: Nakayama Atsuko, Sakuma Hiroki, Bernard Joanny, Iwata Tomoharu, Kashino Kunio, Iso Yoshitaka, Kida Keisuke, Akashi Yoshihiro, Isobe Mitsuaki, Tomoike Hitonobu
Keywords: Cardiac rehabilitation , Exercise tests and training , Machine Learning
02 : 27 PM
Retrospective Analysis of the Accuracy and Clinical Utility of Predictive Artificial Intelligence in Cardiovascular Event Risk Assessment : PACE Study
Ma Hongwei, Gao Junbin, Ramteke Harshawardhan Dhanraj, Khan Rakhshanda, Qianyi Yang, Farooqi Sumayya, Banda Susmitha, Rawat Akash, Chilakala Teja Vardhan, Ch Rahul, Biswas Shankar, Kaste Ritik, Nandakishor Nanditha, Karnasula Varuni, Narula Aman, Tahir Okasha, Reddy A Likhitha, Sesham John, Juneja Manish, Karande Harsh, Jolly Ivin
Final Pr. ID: MP591
Authors: Ma Hongwei, Gao Junbin, Ramteke Harshawardhan Dhanraj, Khan Rakhshanda, Qianyi Yang, Farooqi Sumayya, Banda Susmitha, Rawat Akash, Chilakala Teja Vardhan, Ch Rahul, Biswas Shankar, Kaste Ritik, Nandakishor Nanditha, Karnasula Varuni, Narula Aman, Tahir Okasha, Reddy A Likhitha, Sesham John, Juneja Manish, Karande Harsh, Jolly Ivin
Keywords: Cardiovascular Risk , Intracranial hemorrhage , Deep learning , Artificial Intelligence , Machine Learning
02 : 34 PM
Testing the Feasibility, Usability, Acceptability, and Effect of a Generative AI-Based Sleep Intervention
Liu Xiaoyue
Final Pr. ID: MP592
Authors: Liu Xiaoyue
Keywords: Artificial Intelligence , Sleep Quality , Sleep Duration , Cardiovascular health , Behavior change
02 : 41 PM
Vascular Imaging for ASCVD Risk Stratification: Predictive Value of Carotid Plaque, Coronary Artery Calcium, and Retinal Biomarker (Dr.Noon CVD)
Cho Jungkyung, Park Junseok, Nam Dongjin, Thakur Sahil, Rukmini A.v., Park Tae Hyun, Seo Jaewon, Nusinovici Simon, Rim Tyler Hyungtaek, Lee Chan Joo, Chun Kyeong-hyeon, Park Sung Ha
Final Pr. ID: MP593
Authors: Cho Jungkyung, Park Junseok, Nam Dongjin, Thakur Sahil, Rukmini A.v., Park Tae Hyun, Seo Jaewon, Nusinovici Simon, Rim Tyler Hyungtaek, Lee Chan Joo, Chun Kyeong-hyeon, Park Sung Ha
Keywords: Cardiovascular Risk , Artificial Intelligence , Carotid stenosis , Atherosclerosis , Biomarkers
01 : 45 PM
AI-CVD vs. PREVENT for Predicting Incident Heart Failure: The Multi-Ethnic Study of Atherosclerosis (MESA)
Naghavi Morteza, Mirjalili Seyed Reza, Atlas Kyle, Zhang Chenyu, Reeves Anthony, Azimi Amir, Wong Nathan
Final Pr. ID: MP585
Authors: Naghavi Morteza, Mirjalili Seyed Reza, Atlas Kyle, Zhang Chenyu, Reeves Anthony, Azimi Amir, Wong Nathan
Keywords: Epidemiology , Heart failure , Computed tomography , Biomarkers , Noninvasive cardiac imaging
01 : 52 PM
AI-Driven Identification and Outreach for Familial Hypercholesterolemia: Early Results from the FIND-FH Initiative at a Single Academic Center
Furman Benjamin, Kulp David, Kim Kain, Lam Shivani, Sperling Laurence, Eapen Danny
Final Pr. ID: MP586
Authors: Furman Benjamin, Kulp David, Kim Kain, Lam Shivani, Sperling Laurence, Eapen Danny
Keywords: Machine Learning , Prevention
01 : 59 PM
Breast Arterial Calcification Augments Risk Stratification Among Women with Cardiovascular Risk Factors
Xiao Sophia, Mantey Richard, Bui Quan, Daniels Lori
Final Pr. ID: MP587
Authors: Xiao Sophia, Mantey Richard, Bui Quan, Daniels Lori
Keywords: Cardiovascular Risk , Women , Prevention
Farooqui Sami, Khalid Emad, Delgado Yulissa, Ali Asif
Final Pr. ID: MP588
Authors: Farooqui Sami, Khalid Emad, Delgado Yulissa, Ali Asif
Keywords: Risk Factors , Prevention , Coronary artery calcification (CAC) , Atherosclerosis , Cardiometabolic health
02 : 13 PM
Gaps In Risk Factor Management Prior To Major Adverse Events As First Presentation Of Atherosclerotic Cardiovascular Disease
King Daniel, Harris Daniel, Akbari Ashley, Gravenor Michael, Halcox Julian
Final Pr. ID: MP589
Authors: King Daniel, Harris Daniel, Akbari Ashley, Gravenor Michael, Halcox Julian
Keywords: Acute coronary syndromes , Cardiovascular Risk , Stroke , Blood pressure , Lipids
02 : 20 PM
Multi-Center Validation of a Non-exercise Machine Learning Prediction Model Equivalent to Cardiopulmonary Exercise Parameters in Cardiovascular Patients
Nakayama Atsuko, Sakuma Hiroki, Bernard Joanny, Iwata Tomoharu, Kashino Kunio, Iso Yoshitaka, Kida Keisuke, Akashi Yoshihiro, Isobe Mitsuaki, Tomoike Hitonobu
Final Pr. ID: MP590
Authors: Nakayama Atsuko, Sakuma Hiroki, Bernard Joanny, Iwata Tomoharu, Kashino Kunio, Iso Yoshitaka, Kida Keisuke, Akashi Yoshihiro, Isobe Mitsuaki, Tomoike Hitonobu
Keywords: Cardiac rehabilitation , Exercise tests and training , Machine Learning
02 : 27 PM
Retrospective Analysis of the Accuracy and Clinical Utility of Predictive Artificial Intelligence in Cardiovascular Event Risk Assessment : PACE Study
Ma Hongwei, Gao Junbin, Ramteke Harshawardhan Dhanraj, Khan Rakhshanda, Qianyi Yang, Farooqi Sumayya, Banda Susmitha, Rawat Akash, Chilakala Teja Vardhan, Ch Rahul, Biswas Shankar, Kaste Ritik, Nandakishor Nanditha, Karnasula Varuni, Narula Aman, Tahir Okasha, Reddy A Likhitha, Sesham John, Juneja Manish, Karande Harsh, Jolly Ivin
Final Pr. ID: MP591
Authors: Ma Hongwei, Gao Junbin, Ramteke Harshawardhan Dhanraj, Khan Rakhshanda, Qianyi Yang, Farooqi Sumayya, Banda Susmitha, Rawat Akash, Chilakala Teja Vardhan, Ch Rahul, Biswas Shankar, Kaste Ritik, Nandakishor Nanditha, Karnasula Varuni, Narula Aman, Tahir Okasha, Reddy A Likhitha, Sesham John, Juneja Manish, Karande Harsh, Jolly Ivin
Keywords: Cardiovascular Risk , Intracranial hemorrhage , Deep learning , Artificial Intelligence , Machine Learning
02 : 34 PM
Testing the Feasibility, Usability, Acceptability, and Effect of a Generative AI-Based Sleep Intervention
Liu Xiaoyue
Final Pr. ID: MP592
Authors: Liu Xiaoyue
Keywords: Artificial Intelligence , Sleep Quality , Sleep Duration , Cardiovascular health , Behavior change
02 : 41 PM
Vascular Imaging for ASCVD Risk Stratification: Predictive Value of Carotid Plaque, Coronary Artery Calcium, and Retinal Biomarker (Dr.Noon CVD)
Cho Jungkyung, Park Junseok, Nam Dongjin, Thakur Sahil, Rukmini A.v., Park Tae Hyun, Seo Jaewon, Nusinovici Simon, Rim Tyler Hyungtaek, Lee Chan Joo, Chun Kyeong-hyeon, Park Sung Ha
Final Pr. ID: MP593
Authors: Cho Jungkyung, Park Junseok, Nam Dongjin, Thakur Sahil, Rukmini A.v., Park Tae Hyun, Seo Jaewon, Nusinovici Simon, Rim Tyler Hyungtaek, Lee Chan Joo, Chun Kyeong-hyeon, Park Sung Ha
Keywords: Cardiovascular Risk , Artificial Intelligence , Carotid stenosis , Atherosclerosis , Biomarkers