American Heart Association
AI & Digital Tools in CVD Research
Moderated Digital Poster Session
Population Science Zone, Moderated Digital Poster 14
Nov 10th , 10:45 AM - 11:55 AM
10 : 45 AM
Artificial Intelligence-Based Machine Learning to Understand the Future of Declining Myocardial Infarction-Related Mortality in the United States: A Time Series Modeling Approach
Cheema Ameer Haider, Allana Salman, Murtaza Sana, Mansoor Rubab, Anwer Mian Uman, Hashmat Muhammad Bilal, Khawar Muhammad Hassan, Qasim Tahreem, Ahmed Dawood, Iman Hafiza
Final Pr. ID: MP2324
Authors: Cheema Ameer Haider, Allana Salman, Murtaza Sana, Mansoor Rubab, Anwer Mian Uman, Hashmat Muhammad Bilal, Khawar Muhammad Hassan, Qasim Tahreem, Ahmed Dawood, Iman Hafiza
Keywords: Artificial Intelligence , Machine Learning , Myocardial infarction
10 : 52 AM
Camera is All You Need: Low-cost Atrial Fibrillation Detection using Facial Remote Photoplethysmography
Ikurumi Edo, Hasumi Eriko, Uchida Ryoko, Fujiu Katsuhito
Final Pr. ID: MP2325
Authors: Ikurumi Edo, Hasumi Eriko, Uchida Ryoko, Fujiu Katsuhito
Keywords: Access to care , Atrial fibrillation , Arrhythmias , Machine Learning , Artificial Intelligence
10 : 59 AM
Cardiovascular Diagnoses Following Smartwatch Irregular Pulse Notifications: Insights from the Apple Heart Study
Perez Guerrero Eduardo, Russo Andrea, Granger Christopher, Kowey Peter, Hills Mellanie, Rumsfeld John, Turakhia Mintu, Mahaffey Kenneth, Perez Marco, Parsa Shyon, Gjermeni Diona, Sakalaki Maria, Alipour Pouria, Yu Kevin, Hedlin Haley, Desai Manisha, Phillips Adam
Final Pr. ID: MP2326
Authors: Perez Guerrero Eduardo, Russo Andrea, Granger Christopher, Kowey Peter, Hills Mellanie, Rumsfeld John, Turakhia Mintu, Mahaffey Kenneth, Perez Marco, Parsa Shyon, Gjermeni Diona, Sakalaki Maria, Alipour Pouria, Yu Kevin, Hedlin Haley, Desai Manisha, Phillips Adam
Keywords: Wearables , Arrhythmias
11 : 06 AM
Comparative Performance of an Artificial Intelligence-driven Electrocardiography Score with Traditional Risk Stratification Tools for Perioperative Risk Assessment in Non-cardiac Surgery
Kim Yerin, Choi Hong-mi, Kim Joonghee, Park Jiesuck, Lee Ji Hyun, Yoon Yeonyee, Oh Il-young, Song In-ae, Cho Youngjin
Final Pr. ID: MP2327
Authors: Kim Yerin, Choi Hong-mi, Kim Joonghee, Park Jiesuck, Lee Ji Hyun, Yoon Yeonyee, Oh Il-young, Song In-ae, Cho Youngjin
Keywords: Artificial Intelligence , Electrocardiography , Perioperative , Mortality , Prediction model
11 : 13 AM
Cuffless Blood Pressure Monitoring Using a Novel Wrist-Worn Photoplethysmography Device: Validation Against Intra-Arterial Blood Pressure
Sosin Benjamin, Sanyal Alodeep, Mbouombouo Benjamin, Banerjee Nilanjan, Sen-gupta Indranil, Cruz Jessica, Asirvatham Sam, Kowlgi Gurukripa
Final Pr. ID: MP2328
Authors: Sosin Benjamin, Sanyal Alodeep, Mbouombouo Benjamin, Banerjee Nilanjan, Sen-gupta Indranil, Cruz Jessica, Asirvatham Sam, Kowlgi Gurukripa
Keywords: Artificial Intelligence , Hypertension
Patel Shivam, Sparks Sarah, Dong Danica, Dai Tinglong, Lee Branden
Final Pr. ID: MP2329
Authors: Patel Shivam, Sparks Sarah, Dong Danica, Dai Tinglong, Lee Branden
Keywords: Artificial Intelligence , Clinical trials , Device , FDA , Cardiovascular
Reed Mills, Bander Jeffrey
Final Pr. ID: MP2330
Authors: Reed Mills, Bander Jeffrey
Keywords: Artificial Intelligence , Healthcare innovation , Cost-effectiveness , Cardiology , Burnout
11 : 34 AM
Multi-Task Neural Network for Wearable Photoplethysmography Accurately Estimates Cardiorespiratory Biomarkers and Reveals Physiological Signatures of Cardiovascular Diseases
Lymysalo Venla, Zhang Xi, Vallat Raphael
Final Pr. ID: MP2331
Authors: Lymysalo Venla, Zhang Xi, Vallat Raphael
Keywords: Monitoring , physiologic , Machine Learning , Cardiometabolic health , Cardiovascular disease , Biomarkers
11 : 41 AM
Near-Maximal Movement Captured by Accelerometry Offers Superior Mortality Risk Prediction Than Aggregate Movement in Heart Failure
Sharma Abhinav, Perlman George, Kose Orhun, Perez Mendoza Carlos Octavio, Possik Elite
Final Pr. ID: MP2332
Authors: Sharma Abhinav, Perlman George, Kose Orhun, Perez Mendoza Carlos Octavio, Possik Elite
Keywords: Heart failure , Wearables , Digital Health , Mortality , Activities of daily living
10 : 45 AM
Artificial Intelligence-Based Machine Learning to Understand the Future of Declining Myocardial Infarction-Related Mortality in the United States: A Time Series Modeling Approach
Cheema Ameer Haider, Allana Salman, Murtaza Sana, Mansoor Rubab, Anwer Mian Uman, Hashmat Muhammad Bilal, Khawar Muhammad Hassan, Qasim Tahreem, Ahmed Dawood, Iman Hafiza
Final Pr. ID: MP2324
Authors: Cheema Ameer Haider, Allana Salman, Murtaza Sana, Mansoor Rubab, Anwer Mian Uman, Hashmat Muhammad Bilal, Khawar Muhammad Hassan, Qasim Tahreem, Ahmed Dawood, Iman Hafiza
Keywords: Artificial Intelligence , Machine Learning , Myocardial infarction
10 : 52 AM
Camera is All You Need: Low-cost Atrial Fibrillation Detection using Facial Remote Photoplethysmography
Ikurumi Edo, Hasumi Eriko, Uchida Ryoko, Fujiu Katsuhito
Final Pr. ID: MP2325
Authors: Ikurumi Edo, Hasumi Eriko, Uchida Ryoko, Fujiu Katsuhito
Keywords: Access to care , Atrial fibrillation , Arrhythmias , Machine Learning , Artificial Intelligence
10 : 59 AM
Cardiovascular Diagnoses Following Smartwatch Irregular Pulse Notifications: Insights from the Apple Heart Study
Perez Guerrero Eduardo, Russo Andrea, Granger Christopher, Kowey Peter, Hills Mellanie, Rumsfeld John, Turakhia Mintu, Mahaffey Kenneth, Perez Marco, Parsa Shyon, Gjermeni Diona, Sakalaki Maria, Alipour Pouria, Yu Kevin, Hedlin Haley, Desai Manisha, Phillips Adam
Final Pr. ID: MP2326
Authors: Perez Guerrero Eduardo, Russo Andrea, Granger Christopher, Kowey Peter, Hills Mellanie, Rumsfeld John, Turakhia Mintu, Mahaffey Kenneth, Perez Marco, Parsa Shyon, Gjermeni Diona, Sakalaki Maria, Alipour Pouria, Yu Kevin, Hedlin Haley, Desai Manisha, Phillips Adam
Keywords: Wearables , Arrhythmias
11 : 06 AM
Comparative Performance of an Artificial Intelligence-driven Electrocardiography Score with Traditional Risk Stratification Tools for Perioperative Risk Assessment in Non-cardiac Surgery
Kim Yerin, Choi Hong-mi, Kim Joonghee, Park Jiesuck, Lee Ji Hyun, Yoon Yeonyee, Oh Il-young, Song In-ae, Cho Youngjin
Final Pr. ID: MP2327
Authors: Kim Yerin, Choi Hong-mi, Kim Joonghee, Park Jiesuck, Lee Ji Hyun, Yoon Yeonyee, Oh Il-young, Song In-ae, Cho Youngjin
Keywords: Artificial Intelligence , Electrocardiography , Perioperative , Mortality , Prediction model
11 : 13 AM
Cuffless Blood Pressure Monitoring Using a Novel Wrist-Worn Photoplethysmography Device: Validation Against Intra-Arterial Blood Pressure
Sosin Benjamin, Sanyal Alodeep, Mbouombouo Benjamin, Banerjee Nilanjan, Sen-gupta Indranil, Cruz Jessica, Asirvatham Sam, Kowlgi Gurukripa
Final Pr. ID: MP2328
Authors: Sosin Benjamin, Sanyal Alodeep, Mbouombouo Benjamin, Banerjee Nilanjan, Sen-gupta Indranil, Cruz Jessica, Asirvatham Sam, Kowlgi Gurukripa
Keywords: Artificial Intelligence , Hypertension
Patel Shivam, Sparks Sarah, Dong Danica, Dai Tinglong, Lee Branden
Final Pr. ID: MP2329
Authors: Patel Shivam, Sparks Sarah, Dong Danica, Dai Tinglong, Lee Branden
Keywords: Artificial Intelligence , Clinical trials , Device , FDA , Cardiovascular
Reed Mills, Bander Jeffrey
Final Pr. ID: MP2330
Authors: Reed Mills, Bander Jeffrey
Keywords: Artificial Intelligence , Healthcare innovation , Cost-effectiveness , Cardiology , Burnout
11 : 34 AM
Multi-Task Neural Network for Wearable Photoplethysmography Accurately Estimates Cardiorespiratory Biomarkers and Reveals Physiological Signatures of Cardiovascular Diseases
Lymysalo Venla, Zhang Xi, Vallat Raphael
Final Pr. ID: MP2331
Authors: Lymysalo Venla, Zhang Xi, Vallat Raphael
Keywords: Monitoring , physiologic , Machine Learning , Cardiometabolic health , Cardiovascular disease , Biomarkers
11 : 41 AM
Near-Maximal Movement Captured by Accelerometry Offers Superior Mortality Risk Prediction Than Aggregate Movement in Heart Failure
Sharma Abhinav, Perlman George, Kose Orhun, Perez Mendoza Carlos Octavio, Possik Elite
Final Pr. ID: MP2332
Authors: Sharma Abhinav, Perlman George, Kose Orhun, Perez Mendoza Carlos Octavio, Possik Elite
Keywords: Heart failure , Wearables , Digital Health , Mortality , Activities of daily living