American Heart Association
Artificial Intelligence in ECG and Biosignal Analysis: Enhancing Cardiovascular Diagnostics and Risk Prediction
Moderated Digital Poster Session
Population Science Zone, Moderated Digital Poster 10
Nov 8th , 09:15 AM - 10:25 AM
Lee Min Sung, Jang Jong-hwan, Jo Yong-yeon, Kang Sora, Son Jeong Min, Lee Hak Seung, Kwon Joon-myoung
Final Pr. ID: MP371
Authors: Lee Min Sung, Jang Jong-hwan, Jo Yong-yeon, Kang Sora, Son Jeong Min, Lee Hak Seung, Kwon Joon-myoung
Keywords: Electrocardiography , Artificial Intelligence
09 : 22 AM
AI-Driven Electrocardiographic Detection and Subtyping of Hypertrophic Cardiomyopathy: A Deep Learning Approach Using 12-Lead ECGs
Soh Moon Seung, Yu Taehyung, Na Yeongyeon, Joo Sunghoon, Shin Joon-han
Final Pr. ID: MP372
Authors: Soh Moon Seung, Yu Taehyung, Na Yeongyeon, Joo Sunghoon, Shin Joon-han
Keywords: Hypertrophic cardiomyopathy , Artificial Intelligence , Deep learning , Electrocardiography
09 : 29 AM
Artificial Intelligence with Augmented Data Increases Accuracy and Speed of Heart Murmur Detection in Phonocardiogram Data
Valaee Melissa, Shirani Shahram
Final Pr. ID: MP373
Authors: Valaee Melissa, Shirani Shahram
Keywords: Machine Learning , Valvular heart disease , Congenital heart disease , Arrhythmias
09 : 36 AM
Artificial Intelligence-Powered Electrocardiogram to Detect Acute Coronary Obstruction in Patients with Suspected Acute Coronary Syndrome
Carvalho Pedro, Jalli Sandeep, Rangan Bavana, Mastrodemos Olga, Brilakis Emmanouil, Sandoval Yader, Belzer Will, Pollmann Daniel, Helseth Hans, Mutlu Deniz, Strepkos Dimitrios, Alexandrou Michaella, Kladou Eleni, Ser Ozgur
Final Pr. ID: MP374
Authors: Carvalho Pedro, Jalli Sandeep, Rangan Bavana, Mastrodemos Olga, Brilakis Emmanouil, Sandoval Yader, Belzer Will, Pollmann Daniel, Helseth Hans, Mutlu Deniz, Strepkos Dimitrios, Alexandrou Michaella, Kladou Eleni, Ser Ozgur
Keywords: Coronary artery disease , Percutaneous coronary intervention (PCI)
09 : 43 AM
Automated End-to-End Framework for Extracting Raw ECG Waveforms and ST Segment Values from ECG Reports and Predicting ST Elevation by Machine Learning
Ganesan Prasanth, Wang Paul, Ashley Euan, Perez Marco, Narayan Sanjiv, Rogers Albert, Liu Xichong, Bandyopadhyay Sabyasachi, Ansari Rayan, Somani Sulaiman, Brennan Kelly, Karius Alexander, Baykaner Tina, Perino Alexander
Final Pr. ID: MP375
Authors: Ganesan Prasanth, Wang Paul, Ashley Euan, Perez Marco, Narayan Sanjiv, Rogers Albert, Liu Xichong, Bandyopadhyay Sabyasachi, Ansari Rayan, Somani Sulaiman, Brennan Kelly, Karius Alexander, Baykaner Tina, Perino Alexander
Keywords: Electrocardiography , Artificial Intelligence , Machine Learning
09 : 50 AM
Elevated Lipoprotein(a) Is Independently Associated With Greater Infarct Size, Especially in Premature Atherosclerosis
Voros Szilard, Dayspring Thomas, Boatwright Wess, Brown Bradley, Lozama Tony, Watson David, Barnes Michael, Rodriguez Fatima, Mehta Anurag, Fayad Zahi
Final Pr. ID: MP376
Authors: Voros Szilard, Dayspring Thomas, Boatwright Wess, Brown Bradley, Lozama Tony, Watson David, Barnes Michael, Rodriguez Fatima, Mehta Anurag, Fayad Zahi
Keywords: Atherosclerosis , Coronary artery disease , Lipoproteins , Myocardial infarction
Sahashi Yuki, Chiu I-min, Chugh Sumeet, Ouyang David
Final Pr. ID: MP377
Authors: Sahashi Yuki, Chiu I-min, Chugh Sumeet, Ouyang David
Keywords: Electrocardiography , Electronic health records (EHRs)
10 : 04 AM
Fusion Machine Learning Architectures for Improving ECG classification of acute coronary events
Ji Rui Qi, Riek Nathan, Gokhale Tanmay, Akcakaya Murat, Sejdic Ervin, Al-zaiti Salah
Final Pr. ID: MP378
Authors: Ji Rui Qi, Riek Nathan, Gokhale Tanmay, Akcakaya Murat, Sejdic Ervin, Al-zaiti Salah
Keywords: Machine Learning , Electrocardiography , Acute coronary syndromes , Myocardial infarction
10 : 11 AM
Rhythm Identification of Wide Complex Tachycardia on 12-Lead ECG Using a Convolutional Neural Network
Shi Nan, Liu Meichen, Liu Iris, Antiperovitch Pavel
Final Pr. ID: MP379
Authors: Shi Nan, Liu Meichen, Liu Iris, Antiperovitch Pavel
Keywords: Artificial Intelligence , Electrocardiography , Arrhythmias , Ventricular arrhythmia
Lee Min Sung, Jang Jong-hwan, Jo Yong-yeon, Kang Sora, Son Jeong Min, Lee Hak Seung, Kwon Joon-myoung
Final Pr. ID: MP371
Authors: Lee Min Sung, Jang Jong-hwan, Jo Yong-yeon, Kang Sora, Son Jeong Min, Lee Hak Seung, Kwon Joon-myoung
Keywords: Electrocardiography , Artificial Intelligence
09 : 22 AM
AI-Driven Electrocardiographic Detection and Subtyping of Hypertrophic Cardiomyopathy: A Deep Learning Approach Using 12-Lead ECGs
Soh Moon Seung, Yu Taehyung, Na Yeongyeon, Joo Sunghoon, Shin Joon-han
Final Pr. ID: MP372
Authors: Soh Moon Seung, Yu Taehyung, Na Yeongyeon, Joo Sunghoon, Shin Joon-han
Keywords: Hypertrophic cardiomyopathy , Artificial Intelligence , Deep learning , Electrocardiography
09 : 36 AM
Artificial Intelligence-Powered Electrocardiogram to Detect Acute Coronary Obstruction in Patients with Suspected Acute Coronary Syndrome
Carvalho Pedro, Jalli Sandeep, Rangan Bavana, Mastrodemos Olga, Brilakis Emmanouil, Sandoval Yader, Belzer Will, Pollmann Daniel, Helseth Hans, Mutlu Deniz, Strepkos Dimitrios, Alexandrou Michaella, Kladou Eleni, Ser Ozgur
Final Pr. ID: MP374
Authors: Carvalho Pedro, Jalli Sandeep, Rangan Bavana, Mastrodemos Olga, Brilakis Emmanouil, Sandoval Yader, Belzer Will, Pollmann Daniel, Helseth Hans, Mutlu Deniz, Strepkos Dimitrios, Alexandrou Michaella, Kladou Eleni, Ser Ozgur
Keywords: Coronary artery disease , Percutaneous coronary intervention (PCI)
09 : 29 AM
Artificial Intelligence with Augmented Data Increases Accuracy and Speed of Heart Murmur Detection in Phonocardiogram Data
Valaee Melissa, Shirani Shahram
Final Pr. ID: MP373
Authors: Valaee Melissa, Shirani Shahram
Keywords: Machine Learning , Valvular heart disease , Congenital heart disease , Arrhythmias
09 : 43 AM
Automated End-to-End Framework for Extracting Raw ECG Waveforms and ST Segment Values from ECG Reports and Predicting ST Elevation by Machine Learning
Ganesan Prasanth, Wang Paul, Ashley Euan, Perez Marco, Narayan Sanjiv, Rogers Albert, Liu Xichong, Bandyopadhyay Sabyasachi, Ansari Rayan, Somani Sulaiman, Brennan Kelly, Karius Alexander, Baykaner Tina, Perino Alexander
Final Pr. ID: MP375
Authors: Ganesan Prasanth, Wang Paul, Ashley Euan, Perez Marco, Narayan Sanjiv, Rogers Albert, Liu Xichong, Bandyopadhyay Sabyasachi, Ansari Rayan, Somani Sulaiman, Brennan Kelly, Karius Alexander, Baykaner Tina, Perino Alexander
Keywords: Electrocardiography , Artificial Intelligence , Machine Learning
09 : 50 AM
Elevated Lipoprotein(a) Is Independently Associated With Greater Infarct Size, Especially in Premature Atherosclerosis
Voros Szilard, Dayspring Thomas, Boatwright Wess, Brown Bradley, Lozama Tony, Watson David, Barnes Michael, Rodriguez Fatima, Mehta Anurag, Fayad Zahi
Final Pr. ID: MP376
Authors: Voros Szilard, Dayspring Thomas, Boatwright Wess, Brown Bradley, Lozama Tony, Watson David, Barnes Michael, Rodriguez Fatima, Mehta Anurag, Fayad Zahi
Keywords: Atherosclerosis , Coronary artery disease , Lipoproteins , Myocardial infarction
Sahashi Yuki, Chiu I-min, Chugh Sumeet, Ouyang David
Final Pr. ID: MP377
Authors: Sahashi Yuki, Chiu I-min, Chugh Sumeet, Ouyang David
Keywords: Electrocardiography , Electronic health records (EHRs)
10 : 04 AM
Fusion Machine Learning Architectures for Improving ECG classification of acute coronary events
Ji Rui Qi, Riek Nathan, Gokhale Tanmay, Akcakaya Murat, Sejdic Ervin, Al-zaiti Salah
Final Pr. ID: MP378
Authors: Ji Rui Qi, Riek Nathan, Gokhale Tanmay, Akcakaya Murat, Sejdic Ervin, Al-zaiti Salah
Keywords: Machine Learning , Electrocardiography , Acute coronary syndromes , Myocardial infarction
10 : 11 AM
Rhythm Identification of Wide Complex Tachycardia on 12-Lead ECG Using a Convolutional Neural Network
Shi Nan, Liu Meichen, Liu Iris, Antiperovitch Pavel
Final Pr. ID: MP379
Authors: Shi Nan, Liu Meichen, Liu Iris, Antiperovitch Pavel
Keywords: Artificial Intelligence , Electrocardiography , Arrhythmias , Ventricular arrhythmia