American Heart Association
Improving Outcomes in Structural Heart Disease: Emerging AI/GL Strategies for Detection and Prognostication
Moderated Digital Poster Session
Population Science Zone, Moderated Digital Poster 10
Nov 9th , 09:15 AM - 10:15 AM
09 : 15 AM
A multi-ethnic foundation model-based artificial intelligence electrocardiogram for detection and prognostication of elevated left ventricular filling pressure
Lee Min Sung, Lee Seung-pyo, Lim Jaehyun, Kang Sora, Lee Hak Seung, Jang Jong-hwan, Son Jeong Min, Kwon Joon-myoung, Kim Yong-jin, Kim Kyung-hee
Final Pr. ID: MP1408
Authors: Lee Min Sung, Lee Seung-pyo, Lim Jaehyun, Kang Sora, Lee Hak Seung, Jang Jong-hwan, Son Jeong Min, Kwon Joon-myoung, Kim Yong-jin, Kim Kyung-hee
Keywords: Heart failure , Electrocardiography , Artificial Intelligence
09 : 22 AM
AI-enabled ECG for Structural Heart Disease Diagnosis Improves Triage of Echocardiography Referral in a Low-Resource Setting: The PROVAR+ Study
Pedroso Aline, Khera Rohan, Dhingra Lovedeep, Nascimento Bruno, Vasisht Shankar Sumukh, Sable Craig, Brant Luisa, Paixao Gabriela, Oliveira Clara, Ribeiro Antonio
Final Pr. ID: MP1409
Authors: Pedroso Aline, Khera Rohan, Dhingra Lovedeep, Nascimento Bruno, Vasisht Shankar Sumukh, Sable Craig, Brant Luisa, Paixao Gabriela, Oliveira Clara, Ribeiro Antonio
Keywords: Cardiomyopathy , Artificial Intelligence , Electrocardiography , Telemedicine , Echocardiography
09 : 29 AM
ANDES-CHD-AI study: A New algorithm DEtectS critical Congenital Heart Disease using Artificial Intelligence at different altitudes
Bravo-jaimes Katia, Mallma Majhifl, Sharma Grishma, Gamarra-valverde Norma, Velarde Zegarra Luis, Blas Ortiz Karem Beatriz, Cordova Paucarchuco Daniel Odiseo, Astete Valdez Beatriz Regina, Aguirre Jimenez Joaquin, Cutipa Apaza Nicol Alexandra, Jaramillo Ospina Luisa Fernanda, Nombera Aznaran Milagros, Triveno Huamannahui Jenny, Avila Arias Diana Nathaly, Laura Cabrera Mabel, Vargas Montano Alessandra, Mcleod Christopher, Carter Rickey, Davila Carmen, Tolentino Gabancho Priscila Carol, Ordaz Paulina, Martinez Leslie, Galdos Jorge, Rosales Claudio William Walt, Chavez Edgar
Final Pr. ID: MP1410
Authors: Bravo-jaimes Katia, Mallma Majhifl, Sharma Grishma, Gamarra-valverde Norma, Velarde Zegarra Luis, Blas Ortiz Karem Beatriz, Cordova Paucarchuco Daniel Odiseo, Astete Valdez Beatriz Regina, Aguirre Jimenez Joaquin, Cutipa Apaza Nicol Alexandra, Jaramillo Ospina Luisa Fernanda, Nombera Aznaran Milagros, Triveno Huamannahui Jenny, Avila Arias Diana Nathaly, Laura Cabrera Mabel, Vargas Montano Alessandra, Mcleod Christopher, Carter Rickey, Davila Carmen, Tolentino Gabancho Priscila Carol, Ordaz Paulina, Martinez Leslie, Galdos Jorge, Rosales Claudio William Walt, Chavez Edgar
Keywords: Congenital heart disease , Artificial Intelligence , Rural Health , Healthcare innovation , Hypoxia
09 : 36 AM
Artificial Intelligence to Automate Guideline-Based Evaluation of Left Ventricular Diastolic Function
Yuan Victoria, Sahashi Yuki, Ieki Hirotaka, Vukadinovic Milso, Binder Christina, Pieszko Konrad, Cheng Paul, Cheng Susan, Ouyang David
Final Pr. ID: MP1411
Authors: Yuan Victoria, Sahashi Yuki, Ieki Hirotaka, Vukadinovic Milso, Binder Christina, Pieszko Konrad, Cheng Paul, Cheng Susan, Ouyang David
Keywords: Artificial Intelligence , Deep learning , Diastolic function
09 : 43 AM
Artificial Intelligence-Enabled Electrocardiogram for Detecting Systolic Dysfunction in Left Bundle Branch Block: Impact of Training Strategies and Transfer Learning
Lee Hak Seung, Kwon Joon-myoung, Kim Kyung-hee, Lee Soo Youn, Kang Sora, Han Ga In, Yoo Ah-hyun, Jang Jong-hwan, Jo Yong-yeon, Son Jeong Min, Lee Min Sung
Final Pr. ID: MP1412
Authors: Lee Hak Seung, Kwon Joon-myoung, Kim Kyung-hee, Lee Soo Youn, Kang Sora, Han Ga In, Yoo Ah-hyun, Jang Jong-hwan, Jo Yong-yeon, Son Jeong Min, Lee Min Sung
Keywords: Biomarkers , Artificial Intelligence , Heart failure
09 : 50 AM
Artificial Intelligence-Enabled Electrocardiogram for Screening Asymptomatic Left Ventricular Systolic Dysfunction in Health Check-Up Populations
Lee Hak Seung, Kwon Joon-myoung, Lee Heesun, Rhee Tae-min, Kang Sora, Lee Min Sung, Han Ga In, Yoo Ah-hyun, Jang Jong-hwan, Jo Yong-yeon, Son Jeong Min
Final Pr. ID: MP1413
Authors: Lee Hak Seung, Kwon Joon-myoung, Lee Heesun, Rhee Tae-min, Kang Sora, Lee Min Sung, Han Ga In, Yoo Ah-hyun, Jang Jong-hwan, Jo Yong-yeon, Son Jeong Min
Keywords: Heart failure , Electrocardiography , Artificial Intelligence
09 : 57 AM
Feasibility and Utility of Large Language Models Based on DeepSeek-R1 and ChatGPT-4o for the Interpretation of Cardiac Magnetic Resonance Reports: A Real-World Pilot Study
Sa Fen
Final Pr. ID: MP1414
Authors: Sa Fen
Keywords: Natural language processing , Cardiac MRI , Artificial Intelligence , Hypertrophic cardiomyopathy , Coronary heart disease
10 : 04 AM
Systematic Evaluation of Commercial and Open-source Large Language Models for Automated Adjudication of Clinical Indication from Cardiac Magnetic Resonance Imaging Reports
Wahi Shawn, Cross James, Wright Donald, Xu Hua, Van Dijk David, Kwan Jennifer
Final Pr. ID: MP1415
Authors: Wahi Shawn, Cross James, Wright Donald, Xu Hua, Van Dijk David, Kwan Jennifer
Keywords: Magnetic resonance imaging , Artificial Intelligence
09 : 15 AM
A multi-ethnic foundation model-based artificial intelligence electrocardiogram for detection and prognostication of elevated left ventricular filling pressure
Lee Min Sung, Lee Seung-pyo, Lim Jaehyun, Kang Sora, Lee Hak Seung, Jang Jong-hwan, Son Jeong Min, Kwon Joon-myoung, Kim Yong-jin, Kim Kyung-hee
Final Pr. ID: MP1408
Authors: Lee Min Sung, Lee Seung-pyo, Lim Jaehyun, Kang Sora, Lee Hak Seung, Jang Jong-hwan, Son Jeong Min, Kwon Joon-myoung, Kim Yong-jin, Kim Kyung-hee
Keywords: Heart failure , Electrocardiography , Artificial Intelligence
09 : 22 AM
AI-enabled ECG for Structural Heart Disease Diagnosis Improves Triage of Echocardiography Referral in a Low-Resource Setting: The PROVAR+ Study
Pedroso Aline, Khera Rohan, Dhingra Lovedeep, Nascimento Bruno, Vasisht Shankar Sumukh, Sable Craig, Brant Luisa, Paixao Gabriela, Oliveira Clara, Ribeiro Antonio
Final Pr. ID: MP1409
Authors: Pedroso Aline, Khera Rohan, Dhingra Lovedeep, Nascimento Bruno, Vasisht Shankar Sumukh, Sable Craig, Brant Luisa, Paixao Gabriela, Oliveira Clara, Ribeiro Antonio
Keywords: Cardiomyopathy , Artificial Intelligence , Electrocardiography , Telemedicine , Echocardiography
09 : 29 AM
ANDES-CHD-AI study: A New algorithm DEtectS critical Congenital Heart Disease using Artificial Intelligence at different altitudes
Bravo-jaimes Katia, Mallma Majhifl, Sharma Grishma, Gamarra-valverde Norma, Velarde Zegarra Luis, Blas Ortiz Karem Beatriz, Cordova Paucarchuco Daniel Odiseo, Astete Valdez Beatriz Regina, Aguirre Jimenez Joaquin, Cutipa Apaza Nicol Alexandra, Jaramillo Ospina Luisa Fernanda, Nombera Aznaran Milagros, Triveno Huamannahui Jenny, Avila Arias Diana Nathaly, Laura Cabrera Mabel, Vargas Montano Alessandra, Mcleod Christopher, Carter Rickey, Davila Carmen, Tolentino Gabancho Priscila Carol, Ordaz Paulina, Martinez Leslie, Galdos Jorge, Rosales Claudio William Walt, Chavez Edgar
Final Pr. ID: MP1410
Authors: Bravo-jaimes Katia, Mallma Majhifl, Sharma Grishma, Gamarra-valverde Norma, Velarde Zegarra Luis, Blas Ortiz Karem Beatriz, Cordova Paucarchuco Daniel Odiseo, Astete Valdez Beatriz Regina, Aguirre Jimenez Joaquin, Cutipa Apaza Nicol Alexandra, Jaramillo Ospina Luisa Fernanda, Nombera Aznaran Milagros, Triveno Huamannahui Jenny, Avila Arias Diana Nathaly, Laura Cabrera Mabel, Vargas Montano Alessandra, Mcleod Christopher, Carter Rickey, Davila Carmen, Tolentino Gabancho Priscila Carol, Ordaz Paulina, Martinez Leslie, Galdos Jorge, Rosales Claudio William Walt, Chavez Edgar
Keywords: Congenital heart disease , Artificial Intelligence , Rural Health , Healthcare innovation , Hypoxia
09 : 43 AM
Artificial Intelligence-Enabled Electrocardiogram for Detecting Systolic Dysfunction in Left Bundle Branch Block: Impact of Training Strategies and Transfer Learning
Lee Hak Seung, Kwon Joon-myoung, Kim Kyung-hee, Lee Soo Youn, Kang Sora, Han Ga In, Yoo Ah-hyun, Jang Jong-hwan, Jo Yong-yeon, Son Jeong Min, Lee Min Sung
Final Pr. ID: MP1412
Authors: Lee Hak Seung, Kwon Joon-myoung, Kim Kyung-hee, Lee Soo Youn, Kang Sora, Han Ga In, Yoo Ah-hyun, Jang Jong-hwan, Jo Yong-yeon, Son Jeong Min, Lee Min Sung
Keywords: Biomarkers , Artificial Intelligence , Heart failure
09 : 50 AM
Artificial Intelligence-Enabled Electrocardiogram for Screening Asymptomatic Left Ventricular Systolic Dysfunction in Health Check-Up Populations
Lee Hak Seung, Kwon Joon-myoung, Lee Heesun, Rhee Tae-min, Kang Sora, Lee Min Sung, Han Ga In, Yoo Ah-hyun, Jang Jong-hwan, Jo Yong-yeon, Son Jeong Min
Final Pr. ID: MP1413
Authors: Lee Hak Seung, Kwon Joon-myoung, Lee Heesun, Rhee Tae-min, Kang Sora, Lee Min Sung, Han Ga In, Yoo Ah-hyun, Jang Jong-hwan, Jo Yong-yeon, Son Jeong Min
Keywords: Heart failure , Electrocardiography , Artificial Intelligence
09 : 36 AM
Artificial Intelligence to Automate Guideline-Based Evaluation of Left Ventricular Diastolic Function
Yuan Victoria, Sahashi Yuki, Ieki Hirotaka, Vukadinovic Milso, Binder Christina, Pieszko Konrad, Cheng Paul, Cheng Susan, Ouyang David
Final Pr. ID: MP1411
Authors: Yuan Victoria, Sahashi Yuki, Ieki Hirotaka, Vukadinovic Milso, Binder Christina, Pieszko Konrad, Cheng Paul, Cheng Susan, Ouyang David
Keywords: Artificial Intelligence , Deep learning , Diastolic function
09 : 57 AM
Feasibility and Utility of Large Language Models Based on DeepSeek-R1 and ChatGPT-4o for the Interpretation of Cardiac Magnetic Resonance Reports: A Real-World Pilot Study
Sa Fen
Final Pr. ID: MP1414
Authors: Sa Fen
Keywords: Natural language processing , Cardiac MRI , Artificial Intelligence , Hypertrophic cardiomyopathy , Coronary heart disease
10 : 04 AM
Systematic Evaluation of Commercial and Open-source Large Language Models for Automated Adjudication of Clinical Indication from Cardiac Magnetic Resonance Imaging Reports
Wahi Shawn, Cross James, Wright Donald, Xu Hua, Van Dijk David, Kwan Jennifer
Final Pr. ID: MP1415
Authors: Wahi Shawn, Cross James, Wright Donald, Xu Hua, Van Dijk David, Kwan Jennifer
Keywords: Magnetic resonance imaging , Artificial Intelligence