American Heart Association
Innovations and Methods in Big Data
Oral Abstract Session
Grand Ballroom
Mar 20th , 09:00 AM - 10:00 AM
09 : 00 AM
Calibration and Discrimination of PREVENT vs PCE in Hispanics/Latinos across Disaggregated Background Groups, Self-Reported Race, and Genetic Ancestry: The Hispanic Community Health Study/Study of Latinos (HCHS/SOL)
Duran Luciano Priscilla, Kaplan Robert, Daviglus Martha, Gallo Linda, Pirzada Amber, Joshi Parag, Mehta Anurag, Khera Amit, Elfassy Tali, Rodriguez Carlos, Araujo Alejandro, Flores Rosario Karen, Yuan Yawen, Santos Maria, Sofer Tamar, Engel Gonzalez Pedro, Sotres-alvarez Daniela, Talavera Gregory
Final Pr. ID: 47
Authors: Duran Luciano Priscilla, Kaplan Robert, Daviglus Martha, Gallo Linda, Pirzada Amber, Joshi Parag, Mehta Anurag, Khera Amit, Elfassy Tali, Rodriguez Carlos, Araujo Alejandro, Flores Rosario Karen, Yuan Yawen, Santos Maria, Sofer Tamar, Engel Gonzalez Pedro, Sotres-alvarez Daniela, Talavera Gregory
Keywords: Cardiovascular Risk , Race , Atherosclerosis , Disparities
09 : 15 AM
Echocardiogram Video Vision Foundation Model (Echo-Vision-FM): A Pre-training and Fine-tuning Framework for Automated Echocardiogram Analysis
Ye Jiancheng, Zhang Ziyang, Wu Qinxin, Ding Sirui
Final Pr. ID: 48
Authors: Ye Jiancheng, Zhang Ziyang, Wu Qinxin, Ding Sirui
Keywords: Artificial Intelligence , Big Data , Deep learning , Echocardiography , Cardiovascular imaging
09 : 30 AM
Validation of Imaging-Derived Body Composition Subphenotypes Reflects Distinct Fat Distribution Patterns Associated with Different Degrees of Cardiovascular Disease Risk
Grune Elena, Reisert Marco, Weiss Jakob, Peters Annette, Bamberg Fabian, Schlett Christopher, Rospleszcz Susanne, Haueise Tobias, Von Itter Marc-nicolas, Nonnenmacher Tobias, Jung Matthias, Kauczor Hans-ulrich, Kellner Elias, Nattenmueller Johanna, Norajitra Tobias
Final Pr. ID: 49
Authors: Grune Elena, Reisert Marco, Weiss Jakob, Peters Annette, Bamberg Fabian, Schlett Christopher, Rospleszcz Susanne, Haueise Tobias, Von Itter Marc-nicolas, Nonnenmacher Tobias, Jung Matthias, Kauczor Hans-ulrich, Kellner Elias, Nattenmueller Johanna, Norajitra Tobias
Keywords: Overweight and obesity , Magnetic resonance imaging , Cardiovascular Risk , Aging
09 : 45 AM
Extending the Observational Medical Outcomes Partnership Common Data Model to Harmonize Dietary Exposure Survey Questions Across Studies
Kim Jihoon, Liu Youwen, Willmott Heather, Reese Jessica, Xu Chao, Kota Pravina, Hong Na, Zhang Vincent, Zhang Ying
Final Pr. ID: 50
Authors: Kim Jihoon, Liu Youwen, Willmott Heather, Reese Jessica, Xu Chao, Kota Pravina, Hong Na, Zhang Vincent, Zhang Ying
Keywords: Data standards , Nutrition , Artificial Intelligence , Digital Health , Diet
09 : 00 AM
Calibration and Discrimination of PREVENT vs PCE in Hispanics/Latinos across Disaggregated Background Groups, Self-Reported Race, and Genetic Ancestry: The Hispanic Community Health Study/Study of Latinos (HCHS/SOL)
Duran Luciano Priscilla, Kaplan Robert, Daviglus Martha, Gallo Linda, Pirzada Amber, Joshi Parag, Mehta Anurag, Khera Amit, Elfassy Tali, Rodriguez Carlos, Araujo Alejandro, Flores Rosario Karen, Yuan Yawen, Santos Maria, Sofer Tamar, Engel Gonzalez Pedro, Sotres-alvarez Daniela, Talavera Gregory
Final Pr. ID: 47
Authors: Duran Luciano Priscilla, Kaplan Robert, Daviglus Martha, Gallo Linda, Pirzada Amber, Joshi Parag, Mehta Anurag, Khera Amit, Elfassy Tali, Rodriguez Carlos, Araujo Alejandro, Flores Rosario Karen, Yuan Yawen, Santos Maria, Sofer Tamar, Engel Gonzalez Pedro, Sotres-alvarez Daniela, Talavera Gregory
Keywords: Cardiovascular Risk , Race , Atherosclerosis , Disparities
09 : 15 AM
Echocardiogram Video Vision Foundation Model (Echo-Vision-FM): A Pre-training and Fine-tuning Framework for Automated Echocardiogram Analysis
Ye Jiancheng, Zhang Ziyang, Wu Qinxin, Ding Sirui
Final Pr. ID: 48
Authors: Ye Jiancheng, Zhang Ziyang, Wu Qinxin, Ding Sirui
Keywords: Artificial Intelligence , Big Data , Deep learning , Echocardiography , Cardiovascular imaging
09 : 45 AM
Extending the Observational Medical Outcomes Partnership Common Data Model to Harmonize Dietary Exposure Survey Questions Across Studies
Kim Jihoon, Liu Youwen, Willmott Heather, Reese Jessica, Xu Chao, Kota Pravina, Hong Na, Zhang Vincent, Zhang Ying
Final Pr. ID: 50
Authors: Kim Jihoon, Liu Youwen, Willmott Heather, Reese Jessica, Xu Chao, Kota Pravina, Hong Na, Zhang Vincent, Zhang Ying
Keywords: Data standards , Nutrition , Artificial Intelligence , Digital Health , Diet
09 : 30 AM
Validation of Imaging-Derived Body Composition Subphenotypes Reflects Distinct Fat Distribution Patterns Associated with Different Degrees of Cardiovascular Disease Risk
Grune Elena, Reisert Marco, Weiss Jakob, Peters Annette, Bamberg Fabian, Schlett Christopher, Rospleszcz Susanne, Haueise Tobias, Von Itter Marc-nicolas, Nonnenmacher Tobias, Jung Matthias, Kauczor Hans-ulrich, Kellner Elias, Nattenmueller Johanna, Norajitra Tobias
Final Pr. ID: 49
Authors: Grune Elena, Reisert Marco, Weiss Jakob, Peters Annette, Bamberg Fabian, Schlett Christopher, Rospleszcz Susanne, Haueise Tobias, Von Itter Marc-nicolas, Nonnenmacher Tobias, Jung Matthias, Kauczor Hans-ulrich, Kellner Elias, Nattenmueller Johanna, Norajitra Tobias
Keywords: Overweight and obesity , Magnetic resonance imaging , Cardiovascular Risk , Aging