American Heart Association
Promise and Peril: Artificial Intelligence and Cardiovascular Medicine
Abstract Poster Session
Zone 3
Nov 17th , 11:30 AM - 12:30 PM
11 : 30 AM
Detection of Acute Myocardial Infarction and Ischemia From Lead-I ECG Using Deep Learning
Davarmanesh Parmida, Jabbour Gabriel, Lin Qian, Tenison Irene, Stultz Collin, Alam Ridwan
Final Pr. ID: Su3117
Authors: Davarmanesh Parmida, Jabbour Gabriel, Lin Qian, Tenison Irene, Stultz Collin, Alam Ridwan
Keywords: Deep learning , Machine Learning , Acute coronary syndromes , Wearables , Electrocardiography
11 : 30 AM
Artificial Intelligence-Enhanced Electrocardiogram for the Diagnosis of Cardiac Amyloidosis: A Systemic Review and Meta-analysis
Khan Laibah, Noor Isma, Siddique Amber, Shakil Saad, Keen Mahnoor, Zafar Bayan, Farooqi Maheera, Essam Nabeeha, Khan Muhammad Sami, Siddiqi Tariq Jamal, Hall Michael And Jo Alice
Final Pr. ID: Su3112
Authors: Khan Laibah, Noor Isma, Siddique Amber, Shakil Saad, Keen Mahnoor, Zafar Bayan, Farooqi Maheera, Essam Nabeeha, Khan Muhammad Sami, Siddiqi Tariq Jamal, Hall Michael And Jo Alice
Keywords: Amyloidosis , Artificial Intelligence , Electrocardiography
11 : 30 AM
Accuracy, Hallucinations, and Misgeneralizations of Large Language Models in Reviewing Cardiology Literature
Fang Spencer, Pillai Joshua, Mahin Baharullah, Kim Sarah
Final Pr. ID: Su3113
Authors: Fang Spencer, Pillai Joshua, Mahin Baharullah, Kim Sarah
Keywords: Artificial Intelligence , Cardiology , Machine Learning
11 : 30 AM
Uncovering Sex Bias in Machine Learning Algorithms for Detecting Acute Myocardial Infarction using Electrocardiographic Data
Kandikonda Yasoda Sai Ram, Goyal Abhinav, Zegre-hemsey Jessica, Kumar Lekshmi, Wright David, Van Assen Marly, Wawira Judy, Suba Sukardi, Carey Mary, Bold Delgersuren, Ding Cheng, Fedorov Alex, Lu Jiaying, Yan Runze, Hu Xiao, Xiao Ran
Final Pr. ID: Su3115
Authors: Kandikonda Yasoda Sai Ram, Goyal Abhinav, Zegre-hemsey Jessica, Kumar Lekshmi, Wright David, Van Assen Marly, Wawira Judy, Suba Sukardi, Carey Mary, Bold Delgersuren, Ding Cheng, Fedorov Alex, Lu Jiaying, Yan Runze, Hu Xiao, Xiao Ran
Keywords: Acute coronary syndromes , Artificial Intelligence , Deep learning
Sivaraman Ram, Xiao Yizi
Final Pr. ID: Su3114
Authors: Sivaraman Ram, Xiao Yizi
Keywords: Artificial Intelligence , Deep learning , Biomedical informatics , Phonocardiography , Telemedicine
11 : 30 AM
Comparative Analysis of ECG Processing Software Performance on Traditional vs Patch-Based Lead II Configurations
Deery Adrian, Dowie Danielle, Diven Jordan, Easlea Holly
Final Pr. ID: Su3118
Authors: Deery Adrian, Dowie Danielle, Diven Jordan, Easlea Holly
Keywords: Electrocardiography , Heart rate/Heart rate variability
11 : 30 AM
Diagnostic accuracy of artificial intelligence-based electrocardiogram algorithm to predict heart failure with reduced ejection fraction: a systematic review and meta-analysis
Carvalho Ferreira Andre, Antunes Vanio Do Livramento Junior, Guida Camila, Vergara Ferraz De Souza Luciana, Defante Maria Luiza Rodrigues, Bulhões Elísio Bulhões, Begic Edin, Aziri Buena, Mazetto Roberto, Monteiro Sarah, Garcez Luanna, Benitez Maria
Final Pr. ID: Su3119
Authors: Carvalho Ferreira Andre, Antunes Vanio Do Livramento Junior, Guida Camila, Vergara Ferraz De Souza Luciana, Defante Maria Luiza Rodrigues, Bulhões Elísio Bulhões, Begic Edin, Aziri Buena, Mazetto Roberto, Monteiro Sarah, Garcez Luanna, Benitez Maria
Keywords: Artificial Intelligence , Heart failure
11 : 30 AM
Fully Automated Machine Learning Based Echocardiographic Assessment of Global Longitudinal Strain in Breast Cancer Patients Receiving Cardiotoxic Chemotherapy
Patel Romil, Hussain Kifah, Sanagala Thriveni, Robin Jason, Karagodin Ilya
Final Pr. ID: Su3116
Authors: Patel Romil, Hussain Kifah, Sanagala Thriveni, Robin Jason, Karagodin Ilya
Keywords: Artificial Intelligence , Cardio-oncology , Echocardiography , Strain rate
11 : 30 AM
Racial Disparities in Knowledge of Cardiovascular Disease by Chat-Based Artificial Intelligence Models
Eromosele Benjamin, Ughagwu Kelechukwu, Johnson Ayodeji, Das Herlyne, Sobodu Temitope, Ouyang David
Final Pr. ID: Su3120
Authors: Eromosele Benjamin, Ughagwu Kelechukwu, Johnson Ayodeji, Das Herlyne, Sobodu Temitope, Ouyang David
Keywords: Race , Disparities , Artificial Intelligence
11 : 30 AM
Evaluating the performance and potential bias of predictive models for the detection of transthyretin cardiac amyloidosis
Hourmozdi Jonathan, Easton Nicholas, Benigeri Simon, Thomas James, Narang Akhil, Ouyang David, Duffy Grant, Okwuosa Ike, Kline Adrienne, Kho Abel, Luo Yuan, Shah Sanjiv, Ahmad Faraz
Final Pr. ID: Su3121
Authors: Hourmozdi Jonathan, Easton Nicholas, Benigeri Simon, Thomas James, Narang Akhil, Ouyang David, Duffy Grant, Okwuosa Ike, Kline Adrienne, Kho Abel, Luo Yuan, Shah Sanjiv, Ahmad Faraz
Keywords: Artificial Intelligence , Amyloidosis , Equity , Machine Learning , Race
11 : 30 AM
Accuracy, Hallucinations, and Misgeneralizations of Large Language Models in Reviewing Cardiology Literature
Fang Spencer, Pillai Joshua, Mahin Baharullah, Kim Sarah
Final Pr. ID: Su3113
Authors: Fang Spencer, Pillai Joshua, Mahin Baharullah, Kim Sarah
Keywords: Artificial Intelligence , Cardiology , Machine Learning
11 : 30 AM
Artificial Intelligence-Enhanced Electrocardiogram for the Diagnosis of Cardiac Amyloidosis: A Systemic Review and Meta-analysis
Khan Laibah, Noor Isma, Siddique Amber, Shakil Saad, Keen Mahnoor, Zafar Bayan, Farooqi Maheera, Essam Nabeeha, Khan Muhammad Sami, Siddiqi Tariq Jamal, Hall Michael And Jo Alice
Final Pr. ID: Su3112
Authors: Khan Laibah, Noor Isma, Siddique Amber, Shakil Saad, Keen Mahnoor, Zafar Bayan, Farooqi Maheera, Essam Nabeeha, Khan Muhammad Sami, Siddiqi Tariq Jamal, Hall Michael And Jo Alice
Keywords: Amyloidosis , Artificial Intelligence , Electrocardiography
11 : 30 AM
Comparative Analysis of ECG Processing Software Performance on Traditional vs Patch-Based Lead II Configurations
Deery Adrian, Dowie Danielle, Diven Jordan, Easlea Holly
Final Pr. ID: Su3118
Authors: Deery Adrian, Dowie Danielle, Diven Jordan, Easlea Holly
Keywords: Electrocardiography , Heart rate/Heart rate variability
11 : 30 AM
Detection of Acute Myocardial Infarction and Ischemia From Lead-I ECG Using Deep Learning
Davarmanesh Parmida, Jabbour Gabriel, Lin Qian, Tenison Irene, Stultz Collin, Alam Ridwan
Final Pr. ID: Su3117
Authors: Davarmanesh Parmida, Jabbour Gabriel, Lin Qian, Tenison Irene, Stultz Collin, Alam Ridwan
Keywords: Deep learning , Machine Learning , Acute coronary syndromes , Wearables , Electrocardiography
11 : 30 AM
Diagnostic accuracy of artificial intelligence-based electrocardiogram algorithm to predict heart failure with reduced ejection fraction: a systematic review and meta-analysis
Carvalho Ferreira Andre, Antunes Vanio Do Livramento Junior, Guida Camila, Vergara Ferraz De Souza Luciana, Defante Maria Luiza Rodrigues, Bulhões Elísio Bulhões, Begic Edin, Aziri Buena, Mazetto Roberto, Monteiro Sarah, Garcez Luanna, Benitez Maria
Final Pr. ID: Su3119
Authors: Carvalho Ferreira Andre, Antunes Vanio Do Livramento Junior, Guida Camila, Vergara Ferraz De Souza Luciana, Defante Maria Luiza Rodrigues, Bulhões Elísio Bulhões, Begic Edin, Aziri Buena, Mazetto Roberto, Monteiro Sarah, Garcez Luanna, Benitez Maria
Keywords: Artificial Intelligence , Heart failure
11 : 30 AM
Evaluating the performance and potential bias of predictive models for the detection of transthyretin cardiac amyloidosis
Hourmozdi Jonathan, Easton Nicholas, Benigeri Simon, Thomas James, Narang Akhil, Ouyang David, Duffy Grant, Okwuosa Ike, Kline Adrienne, Kho Abel, Luo Yuan, Shah Sanjiv, Ahmad Faraz
Final Pr. ID: Su3121
Authors: Hourmozdi Jonathan, Easton Nicholas, Benigeri Simon, Thomas James, Narang Akhil, Ouyang David, Duffy Grant, Okwuosa Ike, Kline Adrienne, Kho Abel, Luo Yuan, Shah Sanjiv, Ahmad Faraz
Keywords: Artificial Intelligence , Amyloidosis , Equity , Machine Learning , Race
11 : 30 AM
Fully Automated Machine Learning Based Echocardiographic Assessment of Global Longitudinal Strain in Breast Cancer Patients Receiving Cardiotoxic Chemotherapy
Patel Romil, Hussain Kifah, Sanagala Thriveni, Robin Jason, Karagodin Ilya
Final Pr. ID: Su3116
Authors: Patel Romil, Hussain Kifah, Sanagala Thriveni, Robin Jason, Karagodin Ilya
Keywords: Artificial Intelligence , Cardio-oncology , Echocardiography , Strain rate
Sivaraman Ram, Xiao Yizi
Final Pr. ID: Su3114
Authors: Sivaraman Ram, Xiao Yizi
Keywords: Artificial Intelligence , Deep learning , Biomedical informatics , Phonocardiography , Telemedicine
11 : 30 AM
Racial Disparities in Knowledge of Cardiovascular Disease by Chat-Based Artificial Intelligence Models
Eromosele Benjamin, Ughagwu Kelechukwu, Johnson Ayodeji, Das Herlyne, Sobodu Temitope, Ouyang David
Final Pr. ID: Su3120
Authors: Eromosele Benjamin, Ughagwu Kelechukwu, Johnson Ayodeji, Das Herlyne, Sobodu Temitope, Ouyang David
Keywords: Race , Disparities , Artificial Intelligence
11 : 30 AM
Uncovering Sex Bias in Machine Learning Algorithms for Detecting Acute Myocardial Infarction using Electrocardiographic Data
Kandikonda Yasoda Sai Ram, Goyal Abhinav, Zegre-hemsey Jessica, Kumar Lekshmi, Wright David, Van Assen Marly, Wawira Judy, Suba Sukardi, Carey Mary, Bold Delgersuren, Ding Cheng, Fedorov Alex, Lu Jiaying, Yan Runze, Hu Xiao, Xiao Ran
Final Pr. ID: Su3115
Authors: Kandikonda Yasoda Sai Ram, Goyal Abhinav, Zegre-hemsey Jessica, Kumar Lekshmi, Wright David, Van Assen Marly, Wawira Judy, Suba Sukardi, Carey Mary, Bold Delgersuren, Ding Cheng, Fedorov Alex, Lu Jiaying, Yan Runze, Hu Xiao, Xiao Ran
Keywords: Acute coronary syndromes , Artificial Intelligence , Deep learning