American Heart Association
Revolutionizing Cardiac Care: Machine Learning Innovations in ECG Analysis
Moderated Digital Poster Session
Zone 3, Moderated Digital Poster 14
Nov 16th , 09:30 AM - 10:55 AM
09 : 30 AM
Prediction of New-onset Structural Heart Disease and Cardiovascular Risk Using Ensemble Deep Learning Applied to Electrocardiographic Images
Dhingra Lovedeep, Khera Rohan, Aminorroaya Arya, Pedroso Aline, Sangha Veer, Brant Luisa, Barreto Sandhi, Ribeiro Antonio Luiz, Krumholz Harlan, Oikonomou Evangelos
Final Pr. ID: MDP415
Authors: Dhingra Lovedeep, Khera Rohan, Aminorroaya Arya, Pedroso Aline, Sangha Veer, Brant Luisa, Barreto Sandhi, Ribeiro Antonio Luiz, Krumholz Harlan, Oikonomou Evangelos
Keywords: Deep learning , Biomarkers , Electrocardiography , Artificial Intelligence , Structural heart disease intervention
09 : 40 AM
Deep Learning-enabled Detection of Aortic Stenosis from Noisy Single-lead Electrocardiograms
Aminorroaya Arya, Dhingra Lovedeep, Pedroso Aline, Vasisht Shankar Sumukh, Oikonomou Evangelos, Khera Rohan
Final Pr. ID: MDP416
Authors: Aminorroaya Arya, Dhingra Lovedeep, Pedroso Aline, Vasisht Shankar Sumukh, Oikonomou Evangelos, Khera Rohan
Keywords: Aortic valve stenosis , Wearables , Artificial Intelligence , Electrocardiography , Prevention
09 : 50 AM
Artificial Intelligence-enhanced Interpretation of Single-lead Electrocardiogram in Normal Sinus Rhythm to Detect and Predict Atrial Fibrillation and Flutter
Aminorroaya Arya, Dhingra Lovedeep, Pedroso Aline, Oikonomou Evangelos, Khera Rohan
Final Pr. ID: MDP417
Authors: Aminorroaya Arya, Dhingra Lovedeep, Pedroso Aline, Oikonomou Evangelos, Khera Rohan
Keywords: Atrial fibrillation , Atrial flutter , Prediction model , Rhythms , Artificial Intelligence
10 : 00 AM
Artificial Intelligence Enabled Prediction of Future Structural Heart Disease and Cardiovascular Risk from Single-lead Electrocardiograms
Dhingra Lovedeep, Oikonomou Evangelos, Khera Rohan, Aminorroaya Arya, Pedroso Aline, Khunte Akshay, Sangha Veer, Brant Luisa, Barreto Sandhi, Ribeiro Antonio Luiz, Krumholz Harlan
Final Pr. ID: MDP418
Authors: Dhingra Lovedeep, Oikonomou Evangelos, Khera Rohan, Aminorroaya Arya, Pedroso Aline, Khunte Akshay, Sangha Veer, Brant Luisa, Barreto Sandhi, Ribeiro Antonio Luiz, Krumholz Harlan
Keywords: Prediction model , Structural heart disease intervention , Artificial Intelligence , Electrocardiography , Community-based care
10 : 10 AM
Multinational Validation of Fully Automated Diagnostic Reports using Artificial Intelligence-enabled Application for ECG Images
Khunte Akshay, Krumholz Harlan, Nadkarni Girish, Vaid Akhil, Khera Rohan, Sangha Veer, Oikonomou Evangelos, Dhingra Lovedeep, Aminorroaya Arya, Coppi Andreas, Vasisht Shankar Sumukh, Mortazavi Bobak, Bhatt Deepak
Final Pr. ID: MDP419
Authors: Khunte Akshay, Krumholz Harlan, Nadkarni Girish, Vaid Akhil, Khera Rohan, Sangha Veer, Oikonomou Evangelos, Dhingra Lovedeep, Aminorroaya Arya, Coppi Andreas, Vasisht Shankar Sumukh, Mortazavi Bobak, Bhatt Deepak
Keywords: Artificial Intelligence , Electrocardiography , Deep learning
10 : 20 AM
Deep Learning Enabled Electrocardiogram Aimed to Detect Coronary Artery Disease to Predict Atherosclerotic Cardiovascular Events in the Community
Medina-inojosa Jose, Mangold Kathryn, Awasthi Samir, Medina-inojosa Betsy, Mccully Robert, Lerman Amir, Attia Zachi, Friedman Paul, Lopez-jimenez Francisco
Final Pr. ID: MDP420
Authors: Medina-inojosa Jose, Mangold Kathryn, Awasthi Samir, Medina-inojosa Betsy, Mccully Robert, Lerman Amir, Attia Zachi, Friedman Paul, Lopez-jimenez Francisco
Keywords: Cardiovascular disease prevention , Coronary artery disease , Electrocardiography , Coronary artery calcification (CAC) , Outcomes
10 : 30 AM
Deep Learning Model for Identification of Patients with Acute Heart failure using electrocardiogram in Emergency Room
Jung-joon Cha, Moon Jose, Kim Jong-ho, Hong Soon Jun, Yu Cheolwoong, Kim Yong, Kim Eung Ju, Joo Hyung Joon
Final Pr. ID: MDP421
Authors: Jung-joon Cha, Moon Jose, Kim Jong-ho, Hong Soon Jun, Yu Cheolwoong, Kim Yong, Kim Eung Ju, Joo Hyung Joon
Keywords: Acute heart failure , Electrocardiography , Emergency care , Deep learning , Prediction model
10 : 40 AM
Integrating Clinical, Genetic, and Electrocardiogram-Based Artificial Intelligence to Estimate Risk of Incident Atrial Fibrillation
Kany Shinwan, Ellinor Patrick, Khurshid Shaan, Rämö Joel, Friedman Sam, Weng Lu-chen, Kim Min Seo, Fahed Akl, Lubitz Steven, Philippakis Anthony, Maddah Mahnaz
Final Pr. ID: MDP422
Authors: Kany Shinwan, Ellinor Patrick, Khurshid Shaan, Rämö Joel, Friedman Sam, Weng Lu-chen, Kim Min Seo, Fahed Akl, Lubitz Steven, Philippakis Anthony, Maddah Mahnaz
Keywords: Atrial fibrillation , Polygenic Risk , Artificial Intelligence , Big Data
10 : 00 AM
Artificial Intelligence Enabled Prediction of Future Structural Heart Disease and Cardiovascular Risk from Single-lead Electrocardiograms
Dhingra Lovedeep, Oikonomou Evangelos, Khera Rohan, Aminorroaya Arya, Pedroso Aline, Khunte Akshay, Sangha Veer, Brant Luisa, Barreto Sandhi, Ribeiro Antonio Luiz, Krumholz Harlan
Final Pr. ID: MDP418
Authors: Dhingra Lovedeep, Oikonomou Evangelos, Khera Rohan, Aminorroaya Arya, Pedroso Aline, Khunte Akshay, Sangha Veer, Brant Luisa, Barreto Sandhi, Ribeiro Antonio Luiz, Krumholz Harlan
Keywords: Prediction model , Structural heart disease intervention , Artificial Intelligence , Electrocardiography , Community-based care
09 : 50 AM
Artificial Intelligence-enhanced Interpretation of Single-lead Electrocardiogram in Normal Sinus Rhythm to Detect and Predict Atrial Fibrillation and Flutter
Aminorroaya Arya, Dhingra Lovedeep, Pedroso Aline, Oikonomou Evangelos, Khera Rohan
Final Pr. ID: MDP417
Authors: Aminorroaya Arya, Dhingra Lovedeep, Pedroso Aline, Oikonomou Evangelos, Khera Rohan
Keywords: Atrial fibrillation , Atrial flutter , Prediction model , Rhythms , Artificial Intelligence
09 : 40 AM
Deep Learning-enabled Detection of Aortic Stenosis from Noisy Single-lead Electrocardiograms
Aminorroaya Arya, Dhingra Lovedeep, Pedroso Aline, Vasisht Shankar Sumukh, Oikonomou Evangelos, Khera Rohan
Final Pr. ID: MDP416
Authors: Aminorroaya Arya, Dhingra Lovedeep, Pedroso Aline, Vasisht Shankar Sumukh, Oikonomou Evangelos, Khera Rohan
Keywords: Aortic valve stenosis , Wearables , Artificial Intelligence , Electrocardiography , Prevention
10 : 20 AM
Deep Learning Enabled Electrocardiogram Aimed to Detect Coronary Artery Disease to Predict Atherosclerotic Cardiovascular Events in the Community
Medina-inojosa Jose, Mangold Kathryn, Awasthi Samir, Medina-inojosa Betsy, Mccully Robert, Lerman Amir, Attia Zachi, Friedman Paul, Lopez-jimenez Francisco
Final Pr. ID: MDP420
Authors: Medina-inojosa Jose, Mangold Kathryn, Awasthi Samir, Medina-inojosa Betsy, Mccully Robert, Lerman Amir, Attia Zachi, Friedman Paul, Lopez-jimenez Francisco
Keywords: Cardiovascular disease prevention , Coronary artery disease , Electrocardiography , Coronary artery calcification (CAC) , Outcomes
10 : 30 AM
Deep Learning Model for Identification of Patients with Acute Heart failure using electrocardiogram in Emergency Room
Jung-joon Cha, Moon Jose, Kim Jong-ho, Hong Soon Jun, Yu Cheolwoong, Kim Yong, Kim Eung Ju, Joo Hyung Joon
Final Pr. ID: MDP421
Authors: Jung-joon Cha, Moon Jose, Kim Jong-ho, Hong Soon Jun, Yu Cheolwoong, Kim Yong, Kim Eung Ju, Joo Hyung Joon
Keywords: Acute heart failure , Electrocardiography , Emergency care , Deep learning , Prediction model
10 : 40 AM
Integrating Clinical, Genetic, and Electrocardiogram-Based Artificial Intelligence to Estimate Risk of Incident Atrial Fibrillation
Kany Shinwan, Ellinor Patrick, Khurshid Shaan, Rämö Joel, Friedman Sam, Weng Lu-chen, Kim Min Seo, Fahed Akl, Lubitz Steven, Philippakis Anthony, Maddah Mahnaz
Final Pr. ID: MDP422
Authors: Kany Shinwan, Ellinor Patrick, Khurshid Shaan, Rämö Joel, Friedman Sam, Weng Lu-chen, Kim Min Seo, Fahed Akl, Lubitz Steven, Philippakis Anthony, Maddah Mahnaz
Keywords: Atrial fibrillation , Polygenic Risk , Artificial Intelligence , Big Data
10 : 10 AM
Multinational Validation of Fully Automated Diagnostic Reports using Artificial Intelligence-enabled Application for ECG Images
Khunte Akshay, Krumholz Harlan, Nadkarni Girish, Vaid Akhil, Khera Rohan, Sangha Veer, Oikonomou Evangelos, Dhingra Lovedeep, Aminorroaya Arya, Coppi Andreas, Vasisht Shankar Sumukh, Mortazavi Bobak, Bhatt Deepak
Final Pr. ID: MDP419
Authors: Khunte Akshay, Krumholz Harlan, Nadkarni Girish, Vaid Akhil, Khera Rohan, Sangha Veer, Oikonomou Evangelos, Dhingra Lovedeep, Aminorroaya Arya, Coppi Andreas, Vasisht Shankar Sumukh, Mortazavi Bobak, Bhatt Deepak
Keywords: Artificial Intelligence , Electrocardiography , Deep learning
09 : 30 AM
Prediction of New-onset Structural Heart Disease and Cardiovascular Risk Using Ensemble Deep Learning Applied to Electrocardiographic Images
Dhingra Lovedeep, Khera Rohan, Aminorroaya Arya, Pedroso Aline, Sangha Veer, Brant Luisa, Barreto Sandhi, Ribeiro Antonio Luiz, Krumholz Harlan, Oikonomou Evangelos
Final Pr. ID: MDP415
Authors: Dhingra Lovedeep, Khera Rohan, Aminorroaya Arya, Pedroso Aline, Sangha Veer, Brant Luisa, Barreto Sandhi, Ribeiro Antonio Luiz, Krumholz Harlan, Oikonomou Evangelos
Keywords: Deep learning , Biomarkers , Electrocardiography , Artificial Intelligence , Structural heart disease intervention