American Heart Association
AI-Powered Multimodal Imaging and ECG for Disease-Specific Diagnostics
Moderated Digital Poster Session
Population Science Zone, Moderated Digital Poster 14
Nov 10th , 12:15 PM - 01:25 PM
12 : 15 PM
A multi-task deep learning algorithm for detecting obstructive coronary artery disease using fundus photographs
Zeng Yong, Ding Yaodong
Final Pr. ID: MP2333
Authors: Zeng Yong, Ding Yaodong
Keywords: Cardiovascular disease , Coronary artery disease , Artificial Intelligence
12 : 22 PM
Artificial Intelligence ECG-Extracted Features Predict Microvascular Obstruction in ST-segment Elevation Myocardial Infarction
Traverse Jay, Meyers Pendell, Sharkey Scott, Schwager Sarah, Stanberry Larissa, Herman Robert
Final Pr. ID: MP2334
Authors: Traverse Jay, Meyers Pendell, Sharkey Scott, Schwager Sarah, Stanberry Larissa, Herman Robert
Keywords: Artificial Intelligence , STEMI , Machine Learning , Cardiac MRI , Percutaneous coronary intervention (PCI)
12 : 29 PM
Automated and Accurate Deep Learning Model for Myocarditis Detection with Cardiac Magnetic Resonance Images Background
Al Barznji Saman, Salih Fawzi, Turkmani Mustafa, Aujla Sumeet, Hammad Bashar, Fatah Farman, Davis Robert, Mohan Jay
Final Pr. ID: MP2335
Authors: Al Barznji Saman, Salih Fawzi, Turkmani Mustafa, Aujla Sumeet, Hammad Bashar, Fatah Farman, Davis Robert, Mohan Jay
Keywords: Deep learning , Artificial Intelligence , Cardiac MRI , Cardiovascular imaging , Myocarditis
12 : 36 PM
Deep Learning Segmentation for Automated Measurement of Infarct Size in Preclinical Myocardial Infarction Models
Alavi Rashid, Li Jiajun, Lin Jason, Dai Wangde, Pahlevan Niema, Gharib Morteza, Kloner Robert
Final Pr. ID: MP2336
Authors: Alavi Rashid, Li Jiajun, Lin Jason, Dai Wangde, Pahlevan Niema, Gharib Morteza, Kloner Robert
Keywords: Myocardial infarction , Infarct size , Deep learning , Infarction
12 : 43 PM
Deep Learning-Based Retinal Biomarker Captures Cardiovascular Risk in Hypertensive Abnormal Dippers Beyond Conventional Metrics
Park Junseok, Na Jin Oh, Park Sungha, Thakur Sahil, Cho Jungkyung, Nam Dongjin, Park Tae Hyun, Seo Jaewon, Nusinovici Simon, Rukmini A.v., Rim Tyler
Final Pr. ID: MP2337
Authors: Park Junseok, Na Jin Oh, Park Sungha, Thakur Sahil, Cho Jungkyung, Nam Dongjin, Park Tae Hyun, Seo Jaewon, Nusinovici Simon, Rukmini A.v., Rim Tyler
Keywords: Hypertension , Deep learning
12 : 50 PM
Multimodal and Serial Electrocardiogram and Chest X-ray Age Have Prognostic Significance as Biomarkers for Cardiovascular Health
Sangha Veer, Gu Xiao, Khera Rohan, Clifton David
Final Pr. ID: MP2338
Authors: Sangha Veer, Gu Xiao, Khera Rohan, Clifton David
Keywords: Digital Health
12 : 57 PM
Residual Learning Networks for Automated Detection of Hypertensive Retinopathy: A Multi-Institutional Validation Study
Krishnan Elangovan, Patel Tirth, Patel Harshkumar, Vaghela Rushi, Habib Ashna, Qureshi Umar, Hussain Syed Ibad, Sethuraj Jansi, Elangovan Kavin, Elangovan Ramya, Alrouh Mohamad Amro, Franklin Johnson Alan Oswald
Final Pr. ID: MP2339
Authors: Krishnan Elangovan, Patel Tirth, Patel Harshkumar, Vaghela Rushi, Habib Ashna, Qureshi Umar, Hussain Syed Ibad, Sethuraj Jansi, Elangovan Kavin, Elangovan Ramya, Alrouh Mohamad Amro, Franklin Johnson Alan Oswald
Keywords: Artificial Intelligence
01 : 04 PM
Retinal Vascular and Renal Biomarkers Predict Systemic Cardiovascular and Kidney Disease in the Brazilian Multilabel Ophthalmological Dataset (BRSET)
Thakur Sahil, Seo Jaewon, Park Tae Hyun, Kim Hyeonmin, Arora Vinay, Nusinovici Simon, Rim Tyler, Rastogi Sparsh, Modi Khushboo, Rukmini A.v., Kim Sunwoong, Seo Wonyoung, Park Junseok, Nam Dongjin, Cho Jungkyung
Final Pr. ID: MP2340
Authors: Thakur Sahil, Seo Jaewon, Park Tae Hyun, Kim Hyeonmin, Arora Vinay, Nusinovici Simon, Rim Tyler, Rastogi Sparsh, Modi Khushboo, Rukmini A.v., Kim Sunwoong, Seo Wonyoung, Park Junseok, Nam Dongjin, Cho Jungkyung
Keywords: Cardiometabolic health , Glomerular Filtration Rate (GFR) , Coronary artery calcification (CAC) , Epidemiology , Artificial Intelligence
01 : 11 PM
Risk Scores Only Weakly Predict Volume of Non-Calcified Coronary Plaque among People with HIV
Durstenfeld Matthew, Levkova Marta, Jung Matthias, Karady Julia, Li Danny, Schaffer Veronica, Lu Michael, Hsue Priscilla
Final Pr. ID: MP2341
Authors: Durstenfeld Matthew, Levkova Marta, Jung Matthias, Karady Julia, Li Danny, Schaffer Veronica, Lu Michael, Hsue Priscilla
Keywords: Acquired immunodeficiency syndrome , Cardiac CT , Prediction model , Plaque
12 : 15 PM
A multi-task deep learning algorithm for detecting obstructive coronary artery disease using fundus photographs
Zeng Yong, Ding Yaodong
Final Pr. ID: MP2333
Authors: Zeng Yong, Ding Yaodong
Keywords: Cardiovascular disease , Coronary artery disease , Artificial Intelligence
12 : 22 PM
Artificial Intelligence ECG-Extracted Features Predict Microvascular Obstruction in ST-segment Elevation Myocardial Infarction
Traverse Jay, Meyers Pendell, Sharkey Scott, Schwager Sarah, Stanberry Larissa, Herman Robert
Final Pr. ID: MP2334
Authors: Traverse Jay, Meyers Pendell, Sharkey Scott, Schwager Sarah, Stanberry Larissa, Herman Robert
Keywords: Artificial Intelligence , STEMI , Machine Learning , Cardiac MRI , Percutaneous coronary intervention (PCI)
12 : 29 PM
Automated and Accurate Deep Learning Model for Myocarditis Detection with Cardiac Magnetic Resonance Images Background
Al Barznji Saman, Salih Fawzi, Turkmani Mustafa, Aujla Sumeet, Hammad Bashar, Fatah Farman, Davis Robert, Mohan Jay
Final Pr. ID: MP2335
Authors: Al Barznji Saman, Salih Fawzi, Turkmani Mustafa, Aujla Sumeet, Hammad Bashar, Fatah Farman, Davis Robert, Mohan Jay
Keywords: Deep learning , Artificial Intelligence , Cardiac MRI , Cardiovascular imaging , Myocarditis
12 : 43 PM
Deep Learning-Based Retinal Biomarker Captures Cardiovascular Risk in Hypertensive Abnormal Dippers Beyond Conventional Metrics
Park Junseok, Na Jin Oh, Park Sungha, Thakur Sahil, Cho Jungkyung, Nam Dongjin, Park Tae Hyun, Seo Jaewon, Nusinovici Simon, Rukmini A.v., Rim Tyler
Final Pr. ID: MP2337
Authors: Park Junseok, Na Jin Oh, Park Sungha, Thakur Sahil, Cho Jungkyung, Nam Dongjin, Park Tae Hyun, Seo Jaewon, Nusinovici Simon, Rukmini A.v., Rim Tyler
Keywords: Hypertension , Deep learning
12 : 36 PM
Deep Learning Segmentation for Automated Measurement of Infarct Size in Preclinical Myocardial Infarction Models
Alavi Rashid, Li Jiajun, Lin Jason, Dai Wangde, Pahlevan Niema, Gharib Morteza, Kloner Robert
Final Pr. ID: MP2336
Authors: Alavi Rashid, Li Jiajun, Lin Jason, Dai Wangde, Pahlevan Niema, Gharib Morteza, Kloner Robert
Keywords: Myocardial infarction , Infarct size , Deep learning , Infarction
12 : 50 PM
Multimodal and Serial Electrocardiogram and Chest X-ray Age Have Prognostic Significance as Biomarkers for Cardiovascular Health
Sangha Veer, Gu Xiao, Khera Rohan, Clifton David
Final Pr. ID: MP2338
Authors: Sangha Veer, Gu Xiao, Khera Rohan, Clifton David
Keywords: Digital Health
12 : 57 PM
Residual Learning Networks for Automated Detection of Hypertensive Retinopathy: A Multi-Institutional Validation Study
Krishnan Elangovan, Patel Tirth, Patel Harshkumar, Vaghela Rushi, Habib Ashna, Qureshi Umar, Hussain Syed Ibad, Sethuraj Jansi, Elangovan Kavin, Elangovan Ramya, Alrouh Mohamad Amro, Franklin Johnson Alan Oswald
Final Pr. ID: MP2339
Authors: Krishnan Elangovan, Patel Tirth, Patel Harshkumar, Vaghela Rushi, Habib Ashna, Qureshi Umar, Hussain Syed Ibad, Sethuraj Jansi, Elangovan Kavin, Elangovan Ramya, Alrouh Mohamad Amro, Franklin Johnson Alan Oswald
Keywords: Artificial Intelligence
01 : 04 PM
Retinal Vascular and Renal Biomarkers Predict Systemic Cardiovascular and Kidney Disease in the Brazilian Multilabel Ophthalmological Dataset (BRSET)
Thakur Sahil, Seo Jaewon, Park Tae Hyun, Kim Hyeonmin, Arora Vinay, Nusinovici Simon, Rim Tyler, Rastogi Sparsh, Modi Khushboo, Rukmini A.v., Kim Sunwoong, Seo Wonyoung, Park Junseok, Nam Dongjin, Cho Jungkyung
Final Pr. ID: MP2340
Authors: Thakur Sahil, Seo Jaewon, Park Tae Hyun, Kim Hyeonmin, Arora Vinay, Nusinovici Simon, Rim Tyler, Rastogi Sparsh, Modi Khushboo, Rukmini A.v., Kim Sunwoong, Seo Wonyoung, Park Junseok, Nam Dongjin, Cho Jungkyung
Keywords: Cardiometabolic health , Glomerular Filtration Rate (GFR) , Coronary artery calcification (CAC) , Epidemiology , Artificial Intelligence
01 : 11 PM
Risk Scores Only Weakly Predict Volume of Non-Calcified Coronary Plaque among People with HIV
Durstenfeld Matthew, Levkova Marta, Jung Matthias, Karady Julia, Li Danny, Schaffer Veronica, Lu Michael, Hsue Priscilla
Final Pr. ID: MP2341
Authors: Durstenfeld Matthew, Levkova Marta, Jung Matthias, Karady Julia, Li Danny, Schaffer Veronica, Lu Michael, Hsue Priscilla
Keywords: Acquired immunodeficiency syndrome , Cardiac CT , Prediction model , Plaque