American Heart Association
Integrating AI with ECG and Physiologic Signals for Multimodal Precision Health
Moderated Digital Poster Session
Population Science Zone, Moderated Digital Poster 14
Nov 9th , 09:15 AM - 10:30 AM
09 : 15 AM
Artificial Intelligence-Enabled Electrocardiography Demonstrates Strong Diagnostic Performance for Diastolic Dysfunction, Heart Failure with Preserved Ejection Fraction, and Left Atrial Enlargement: A Meta-Analysis
Shirvani Daniel, Shokravi Arveen, Nasibi Nima, Nelson Pierce, Mueller Anna
Final Pr. ID: MP1512
Authors: Shirvani Daniel, Shokravi Arveen, Nasibi Nima, Nelson Pierce, Mueller Anna
Keywords: Artificial Intelligence , Machine Learning , Heart failure , Diastolic function , Electrocardiography
09 : 22 AM
Artificial Intelligence–Enabled Electrocardiography for Detecting Risk of Rehospitalization in patients with Heart Failure
Han Ga In, Lee Hak Seung, Kang Sora, Yoo Ah-hyun, Lee Min Sung, Son Jeong Min, Kim Kyung-hee
Final Pr. ID: MP1513
Authors: Han Ga In, Lee Hak Seung, Kang Sora, Yoo Ah-hyun, Lee Min Sung, Son Jeong Min, Kim Kyung-hee
Keywords: Cardiology , Cardiac rehabilitation , Congenital heart disease , Cardiovascular disease , Cardiovascular health
09 : 29 AM
Atrial Fibrillation Risk Estimated Using Electrocardiogram-based Artificial Intelligence Stratifies Incidence of Atrial Fibrillation-Related Stroke and Heart Failure
Usuda Keisuke, Friedman Sam, Dsouza Valentina, Maddah Mahnaz, Anderson Christopher, Ho Jennifer, Ellinor Patrick, Khurshid Shaan
Final Pr. ID: MP1514
Authors: Usuda Keisuke, Friedman Sam, Dsouza Valentina, Maddah Mahnaz, Anderson Christopher, Ho Jennifer, Ellinor Patrick, Khurshid Shaan
Keywords: Deep learning , Electrocardiography , Atrial fibrillation , Big Data , Prediction model
09 : 36 AM
Enhanced Two Dimensional Warping For Fast, Accurate, and Robust Segmentation of Continuous Ambulatory ECG Recordings
Cachi Paolo G., Heroy Andrew, Arnold Thomas, Ehat Nathaniel, Haigney Mark, Solhjoo Soroosh
Final Pr. ID: MP1515
Authors: Cachi Paolo G., Heroy Andrew, Arnold Thomas, Ehat Nathaniel, Haigney Mark, Solhjoo Soroosh
Keywords: Electrocardiography , Electrophysiology
09 : 43 AM
Leveraging Noise-adapted Deep Learning Algorithm to Detect Structural Heart Disease from 1-lead ECGs Acquired with KardiaMobile 6L Device: The ACCESS-SHD Study
Aminorroaya Arya, Pedroso Aline, Khera Rohan, Vasisht Shankar Sumukh, Carter Madeleine, Khan Mariam, Dhingra Lovedeep, Khunte Akshay, Lombo Bernardo, Mcnamara Robert, Oikonomou Evangelos
Final Pr. ID: MP1516
Authors: Aminorroaya Arya, Pedroso Aline, Khera Rohan, Vasisht Shankar Sumukh, Carter Madeleine, Khan Mariam, Dhingra Lovedeep, Khunte Akshay, Lombo Bernardo, Mcnamara Robert, Oikonomou Evangelos
Keywords: Artificial Intelligence , Cardiovascular disease prevention , Epidemiology
09 : 50 AM
Performance of Multimodal LLMs in ECG Interpretation: A Comparative Analysis of ChatGPT and Google Gemini for ECG Diagnosis
Guntupalli Yashaswi, Yannakula Venkata, Peri Sri Sai Githa, Alluri Amruth
Final Pr. ID: MP1517
Authors: Guntupalli Yashaswi, Yannakula Venkata, Peri Sri Sai Githa, Alluri Amruth
Keywords: Echocardiography , Artificial Intelligence , Cardiology , Coronary heart disease , Hypertrophy
09 : 57 AM
The enhanced potential of electrocardiogram interpretation empowered by a vision–language foundation model
Yu Ziqing, Liang Yixiu, Su Yangang, Ge Junbo
Final Pr. ID: MP1518
Authors: Yu Ziqing, Liang Yixiu, Su Yangang, Ge Junbo
Keywords: Artificial Intelligence , Arrhythmias , Electrocardiography , Heart disease , Heart failure
10 : 04 AM
Timeseries Foundation Model for Ventricular Tachycardia Detection in the Intensive Care Unit
Maron Brad, Dickfeld Timm, Kong Xiangxiang, Yang Shiming, Teeter William, Watkins Meagan, Shams Seyedmohammad, Naren Nalluri, Hu Peter
Final Pr. ID: MP1519
Authors: Maron Brad, Dickfeld Timm, Kong Xiangxiang, Yang Shiming, Teeter William, Watkins Meagan, Shams Seyedmohammad, Naren Nalluri, Hu Peter
Keywords: Ventricular arrhythmia , Machine Learning , Monitoring , physiologic , Outcomes , Electrocardiography
10 : 11 AM
Transformer-based ECG beat foundation model reconstructs full 12-Lead morphology, vectorcardiogram and predicts peak heart rate in stress ECG
Bandyopadhyay Sabyasachi, Narayan Sanjiv, Rogers Albert, Liu Xichong, Ganesan Prash, Somani Sulaiman, Karius Alexander, Baykaner Tina, Wang Paul, Ashley Euan, Perez Marco
Final Pr. ID: MP1520
Authors: Bandyopadhyay Sabyasachi, Narayan Sanjiv, Rogers Albert, Liu Xichong, Ganesan Prash, Somani Sulaiman, Karius Alexander, Baykaner Tina, Wang Paul, Ashley Euan, Perez Marco
Keywords: Electrocardiography , Risk Factors , Sinoatrial node , Artificial Intelligence , Wearables
10 : 18 AM
Use of AI in young cases of sudden cardiac arrest: Implications for treatments and neuropsychiatric pathologies.
Laurenceau Thomas, Chocron Richard, Meli Ugo, Cezard Pierre, Jouven Xavier
Final Pr. ID: MP1521
Authors: Laurenceau Thomas, Chocron Richard, Meli Ugo, Cezard Pierre, Jouven Xavier
Keywords: Artificial Intelligence , Cardiac arrest , Neuropathology
09 : 15 AM
Artificial Intelligence-Enabled Electrocardiography Demonstrates Strong Diagnostic Performance for Diastolic Dysfunction, Heart Failure with Preserved Ejection Fraction, and Left Atrial Enlargement: A Meta-Analysis
Shirvani Daniel, Shokravi Arveen, Nasibi Nima, Nelson Pierce, Mueller Anna
Final Pr. ID: MP1512
Authors: Shirvani Daniel, Shokravi Arveen, Nasibi Nima, Nelson Pierce, Mueller Anna
Keywords: Artificial Intelligence , Machine Learning , Heart failure , Diastolic function , Electrocardiography
09 : 22 AM
Artificial Intelligence–Enabled Electrocardiography for Detecting Risk of Rehospitalization in patients with Heart Failure
Han Ga In, Lee Hak Seung, Kang Sora, Yoo Ah-hyun, Lee Min Sung, Son Jeong Min, Kim Kyung-hee
Final Pr. ID: MP1513
Authors: Han Ga In, Lee Hak Seung, Kang Sora, Yoo Ah-hyun, Lee Min Sung, Son Jeong Min, Kim Kyung-hee
Keywords: Cardiology , Cardiac rehabilitation , Congenital heart disease , Cardiovascular disease , Cardiovascular health
09 : 29 AM
Atrial Fibrillation Risk Estimated Using Electrocardiogram-based Artificial Intelligence Stratifies Incidence of Atrial Fibrillation-Related Stroke and Heart Failure
Usuda Keisuke, Friedman Sam, Dsouza Valentina, Maddah Mahnaz, Anderson Christopher, Ho Jennifer, Ellinor Patrick, Khurshid Shaan
Final Pr. ID: MP1514
Authors: Usuda Keisuke, Friedman Sam, Dsouza Valentina, Maddah Mahnaz, Anderson Christopher, Ho Jennifer, Ellinor Patrick, Khurshid Shaan
Keywords: Deep learning , Electrocardiography , Atrial fibrillation , Big Data , Prediction model
09 : 36 AM
Enhanced Two Dimensional Warping For Fast, Accurate, and Robust Segmentation of Continuous Ambulatory ECG Recordings
Cachi Paolo G., Heroy Andrew, Arnold Thomas, Ehat Nathaniel, Haigney Mark, Solhjoo Soroosh
Final Pr. ID: MP1515
Authors: Cachi Paolo G., Heroy Andrew, Arnold Thomas, Ehat Nathaniel, Haigney Mark, Solhjoo Soroosh
Keywords: Electrocardiography , Electrophysiology
09 : 43 AM
Leveraging Noise-adapted Deep Learning Algorithm to Detect Structural Heart Disease from 1-lead ECGs Acquired with KardiaMobile 6L Device: The ACCESS-SHD Study
Aminorroaya Arya, Pedroso Aline, Khera Rohan, Vasisht Shankar Sumukh, Carter Madeleine, Khan Mariam, Dhingra Lovedeep, Khunte Akshay, Lombo Bernardo, Mcnamara Robert, Oikonomou Evangelos
Final Pr. ID: MP1516
Authors: Aminorroaya Arya, Pedroso Aline, Khera Rohan, Vasisht Shankar Sumukh, Carter Madeleine, Khan Mariam, Dhingra Lovedeep, Khunte Akshay, Lombo Bernardo, Mcnamara Robert, Oikonomou Evangelos
Keywords: Artificial Intelligence , Cardiovascular disease prevention , Epidemiology
09 : 50 AM
Performance of Multimodal LLMs in ECG Interpretation: A Comparative Analysis of ChatGPT and Google Gemini for ECG Diagnosis
Guntupalli Yashaswi, Yannakula Venkata, Peri Sri Sai Githa, Alluri Amruth
Final Pr. ID: MP1517
Authors: Guntupalli Yashaswi, Yannakula Venkata, Peri Sri Sai Githa, Alluri Amruth
Keywords: Echocardiography , Artificial Intelligence , Cardiology , Coronary heart disease , Hypertrophy
09 : 57 AM
The enhanced potential of electrocardiogram interpretation empowered by a vision–language foundation model
Yu Ziqing, Liang Yixiu, Su Yangang, Ge Junbo
Final Pr. ID: MP1518
Authors: Yu Ziqing, Liang Yixiu, Su Yangang, Ge Junbo
Keywords: Artificial Intelligence , Arrhythmias , Electrocardiography , Heart disease , Heart failure
10 : 04 AM
Timeseries Foundation Model for Ventricular Tachycardia Detection in the Intensive Care Unit
Maron Brad, Dickfeld Timm, Kong Xiangxiang, Yang Shiming, Teeter William, Watkins Meagan, Shams Seyedmohammad, Naren Nalluri, Hu Peter
Final Pr. ID: MP1519
Authors: Maron Brad, Dickfeld Timm, Kong Xiangxiang, Yang Shiming, Teeter William, Watkins Meagan, Shams Seyedmohammad, Naren Nalluri, Hu Peter
Keywords: Ventricular arrhythmia , Machine Learning , Monitoring , physiologic , Outcomes , Electrocardiography
10 : 11 AM
Transformer-based ECG beat foundation model reconstructs full 12-Lead morphology, vectorcardiogram and predicts peak heart rate in stress ECG
Bandyopadhyay Sabyasachi, Narayan Sanjiv, Rogers Albert, Liu Xichong, Ganesan Prash, Somani Sulaiman, Karius Alexander, Baykaner Tina, Wang Paul, Ashley Euan, Perez Marco
Final Pr. ID: MP1520
Authors: Bandyopadhyay Sabyasachi, Narayan Sanjiv, Rogers Albert, Liu Xichong, Ganesan Prash, Somani Sulaiman, Karius Alexander, Baykaner Tina, Wang Paul, Ashley Euan, Perez Marco
Keywords: Electrocardiography , Risk Factors , Sinoatrial node , Artificial Intelligence , Wearables
10 : 18 AM
Use of AI in young cases of sudden cardiac arrest: Implications for treatments and neuropsychiatric pathologies.
Laurenceau Thomas, Chocron Richard, Meli Ugo, Cezard Pierre, Jouven Xavier
Final Pr. ID: MP1521
Authors: Laurenceau Thomas, Chocron Richard, Meli Ugo, Cezard Pierre, Jouven Xavier
Keywords: Artificial Intelligence , Cardiac arrest , Neuropathology