American Heart Association
Seeing Beyond the Beat: Innovations in Cardiovascular Imaging and Risk Evaluation
Abstract Poster Session
Zone 3
Nov 17th , 03:15 PM - 04:15 PM
03 : 15 PM
Prediction of Incident Atrial Fibrillation Using Handheld Single-Lead Electrocardiograms from the VITAL-AF Trial
Khurshid Shaan, Atlas Steven, Maddah Mahnaz, Singer Daniel, Ellinor Patrick, Friedman Sam, Al-alusi Mostafa, Kany Shinwan, Anderson Christopher, Ho Jennifer, Mcmanus David, Ashburner Jeffrey, Lubitz Steven
Final Pr. ID: Su3065
Authors: Khurshid Shaan, Atlas Steven, Maddah Mahnaz, Singer Daniel, Ellinor Patrick, Friedman Sam, Al-alusi Mostafa, Kany Shinwan, Anderson Christopher, Ho Jennifer, Mcmanus David, Ashburner Jeffrey, Lubitz Steven
Keywords: Atrial fibrillation , Deep learning , Electrocardiography , Risk Factors , Prevention
Takahashi Rina, Kovesdy Csaba, Kalantar-zadeh Kamyar, Bui Thuy-anh, Elali Ibrahim, Tran Diana, Sumida Keiichi, Thomas Fridtjof, Dukkipati Ramanath, Shah Anjja, Rhee Connie
Final Pr. ID: Su3062
Authors: Takahashi Rina, Kovesdy Csaba, Kalantar-zadeh Kamyar, Bui Thuy-anh, Elali Ibrahim, Tran Diana, Sumida Keiichi, Thomas Fridtjof, Dukkipati Ramanath, Shah Anjja, Rhee Connie
Keywords: Niacin , Mortality , Epidemiology , Follow-up studies
03 : 15 PM
Can Machine Learning Help Prioritise Who to Screen for Elevated Lipoprotein(a) (Lp[a]) in the General Population vs a Screen all Approach? An Analysis from UK Biobank
Stevens Christophe, Barkas Fotis, Brandts Julia, Kwilasi Sunganani, Mahani Alireza, Vallejo-vaz Antonio J., Taghavi Azar Sharabiani Mansour, Ray Kausik
Final Pr. ID: Su3063
Authors: Stevens Christophe, Barkas Fotis, Brandts Julia, Kwilasi Sunganani, Mahani Alireza, Vallejo-vaz Antonio J., Taghavi Azar Sharabiani Mansour, Ray Kausik
Keywords: Lipoproteins , Prediction model , Machine Learning , Risk Factors , Cardiovascular disease
03 : 15 PM
Validation of ICD-10-CM diagnosis codes for heart failure classification within an integrated US administrative claims and electronic medical record (EMR) database
Barron John, Venkataraman Malvika, Teng Chia-chen, Vojjala Shiva, Power Thomas, Willey Vincent
Final Pr. ID: Su3061
Authors: Barron John, Venkataraman Malvika, Teng Chia-chen, Vojjala Shiva, Power Thomas, Willey Vincent
Keywords: Heart failure , Ejection fraction , Health services research , Electronic medical record
03 : 15 PM
Prediction of Coronary Artery Calcium using Retinal Photographs via Deep Learning: Korean, Spanish and Indian populations
Tan Yong Yu, Masip David, Barriada Ruben, Servat Olga, Hernandez Cristina, Cheng Ching-yu, Savoy Florian, K R Nishanth, Rao Parthasarathy Divya, Bensenor Isabela, Wong Tien Yin, Correa Fabiano Ronaldo, Simo Rafael, Bittencourt Marcio, Generoso Giuliano, Cho Jun Hwan, Choi Beom-hee, Cho Yunnie, Thakur Sahil, Rim Tyler, Lee Chan Joo
Final Pr. ID: Su3066
Authors: Tan Yong Yu, Masip David, Barriada Ruben, Servat Olga, Hernandez Cristina, Cheng Ching-yu, Savoy Florian, K R Nishanth, Rao Parthasarathy Divya, Bensenor Isabela, Wong Tien Yin, Correa Fabiano Ronaldo, Simo Rafael, Bittencourt Marcio, Generoso Giuliano, Cho Jun Hwan, Choi Beom-hee, Cho Yunnie, Thakur Sahil, Rim Tyler, Lee Chan Joo
Keywords: Artificial Intelligence , Deep learning , Cardiovascular imaging , Cardiovascular health , Cardiac CT
03 : 15 PM
Unraveling the Enigma of Acute Myocardial Infarction-Related Mortality in Malignancy Among Older Adults (≥65 years), A Decadal Dive into U.S Trends (1999-2020): A CDC WONDER Database Analysis
Naveed Muhammad Abdullah, Ahmad Muhammad, Iqbal Rabia, Ali Ahila, Omer Rehan Muhammad, Azeem Bazil, Ahmed Faizan, Cheema Mustafa Sajjad, Sattar Yasar, Patel Brijesh
Final Pr. ID: Su3067
Authors: Naveed Muhammad Abdullah, Ahmad Muhammad, Iqbal Rabia, Ali Ahila, Omer Rehan Muhammad, Azeem Bazil, Ahmed Faizan, Cheema Mustafa Sajjad, Sattar Yasar, Patel Brijesh
Keywords: Myocardial infarction , STEMI , Mortality
03 : 15 PM
Diagnosis of Left Ventricular Diastolic Dysfunction using Deep Learning on electrocardiograms
Shetty Samantha, Lampert Joshua, Jiang Joy, Nadkarni Girish, Vaid Akhil
Final Pr. ID: Su3070
Authors: Shetty Samantha, Lampert Joshua, Jiang Joy, Nadkarni Girish, Vaid Akhil
Keywords: Machine Learning
03 : 15 PM
Prediction of Thrombosis in Coronary Artery Aneurysms Following Kawasaki Disease Using a Deep Learning Survival Approach
Manlhiot Cedric, Raghuveer Geetha, Harris Kevin, Norozi Kambiz, Giglia Therese, Lang Sean, Mawad Wadi, Mccrindle Brian, Dionne Audrey, Portman Michael, Dahdah Nagib, Carr Michael, Khare Manaswitha, Harahsheh Ashraf, Tierney Seda, Khoury Michael
Final Pr. ID: Su3068
Authors: Manlhiot Cedric, Raghuveer Geetha, Harris Kevin, Norozi Kambiz, Giglia Therese, Lang Sean, Mawad Wadi, Mccrindle Brian, Dionne Audrey, Portman Michael, Dahdah Nagib, Carr Michael, Khare Manaswitha, Harahsheh Ashraf, Tierney Seda, Khoury Michael
Keywords: Kawasaki disease (Mucocutaneous Lymph Node Syndrome) , Thrombosis , Deep learning , Survival , Aneurysms
Bailey Angela, Wang Wei, Shannon Clarence, Huling Jared, Tignanelli Christopher
Final Pr. ID: Su3069
Authors: Bailey Angela, Wang Wei, Shannon Clarence, Huling Jared, Tignanelli Christopher
Keywords: Machine Learning , Gender differences , Risk Factors , Myocardial infarction , Prediction model
03 : 15 PM
Combining novel lipid biomarkers with deep learning algorithms to develop an initial non-invasive screening approach for ruling out obstructive coronary artery disease
Karagiannidis Efstratios, Gika Helen, Giannakoulas George, Papazoglou Andreas, Mouskeftara Thomai, Deda Olia, Liapikos Theodoros, Panteris Eleftherios, Fyntanidou Barbara, Fragakis Nikolaos, Theodoridis George
Final Pr. ID: Su3064
Authors: Karagiannidis Efstratios, Gika Helen, Giannakoulas George, Papazoglou Andreas, Mouskeftara Thomai, Deda Olia, Liapikos Theodoros, Panteris Eleftherios, Fyntanidou Barbara, Fragakis Nikolaos, Theodoridis George
Keywords: Artificial Intelligence , Cardiovascular Risk , Coronary artery disease , Deep learning , Lipids
Bailey Angela, Wang Wei, Shannon Clarence, Huling Jared, Tignanelli Christopher
Final Pr. ID: Su3069
Authors: Bailey Angela, Wang Wei, Shannon Clarence, Huling Jared, Tignanelli Christopher
Keywords: Machine Learning , Gender differences , Risk Factors , Myocardial infarction , Prediction model
03 : 15 PM
Can Machine Learning Help Prioritise Who to Screen for Elevated Lipoprotein(a) (Lp[a]) in the General Population vs a Screen all Approach? An Analysis from UK Biobank
Stevens Christophe, Barkas Fotis, Brandts Julia, Kwilasi Sunganani, Mahani Alireza, Vallejo-vaz Antonio J., Taghavi Azar Sharabiani Mansour, Ray Kausik
Final Pr. ID: Su3063
Authors: Stevens Christophe, Barkas Fotis, Brandts Julia, Kwilasi Sunganani, Mahani Alireza, Vallejo-vaz Antonio J., Taghavi Azar Sharabiani Mansour, Ray Kausik
Keywords: Lipoproteins , Prediction model , Machine Learning , Risk Factors , Cardiovascular disease
03 : 15 PM
Combining novel lipid biomarkers with deep learning algorithms to develop an initial non-invasive screening approach for ruling out obstructive coronary artery disease
Karagiannidis Efstratios, Gika Helen, Giannakoulas George, Papazoglou Andreas, Mouskeftara Thomai, Deda Olia, Liapikos Theodoros, Panteris Eleftherios, Fyntanidou Barbara, Fragakis Nikolaos, Theodoridis George
Final Pr. ID: Su3064
Authors: Karagiannidis Efstratios, Gika Helen, Giannakoulas George, Papazoglou Andreas, Mouskeftara Thomai, Deda Olia, Liapikos Theodoros, Panteris Eleftherios, Fyntanidou Barbara, Fragakis Nikolaos, Theodoridis George
Keywords: Artificial Intelligence , Cardiovascular Risk , Coronary artery disease , Deep learning , Lipids
03 : 15 PM
Diagnosis of Left Ventricular Diastolic Dysfunction using Deep Learning on electrocardiograms
Shetty Samantha, Lampert Joshua, Jiang Joy, Nadkarni Girish, Vaid Akhil
Final Pr. ID: Su3070
Authors: Shetty Samantha, Lampert Joshua, Jiang Joy, Nadkarni Girish, Vaid Akhil
Keywords: Machine Learning
03 : 15 PM
Prediction of Coronary Artery Calcium using Retinal Photographs via Deep Learning: Korean, Spanish and Indian populations
Tan Yong Yu, Masip David, Barriada Ruben, Servat Olga, Hernandez Cristina, Cheng Ching-yu, Savoy Florian, K R Nishanth, Rao Parthasarathy Divya, Bensenor Isabela, Wong Tien Yin, Correa Fabiano Ronaldo, Simo Rafael, Bittencourt Marcio, Generoso Giuliano, Cho Jun Hwan, Choi Beom-hee, Cho Yunnie, Thakur Sahil, Rim Tyler, Lee Chan Joo
Final Pr. ID: Su3066
Authors: Tan Yong Yu, Masip David, Barriada Ruben, Servat Olga, Hernandez Cristina, Cheng Ching-yu, Savoy Florian, K R Nishanth, Rao Parthasarathy Divya, Bensenor Isabela, Wong Tien Yin, Correa Fabiano Ronaldo, Simo Rafael, Bittencourt Marcio, Generoso Giuliano, Cho Jun Hwan, Choi Beom-hee, Cho Yunnie, Thakur Sahil, Rim Tyler, Lee Chan Joo
Keywords: Artificial Intelligence , Deep learning , Cardiovascular imaging , Cardiovascular health , Cardiac CT
03 : 15 PM
Prediction of Incident Atrial Fibrillation Using Handheld Single-Lead Electrocardiograms from the VITAL-AF Trial
Khurshid Shaan, Atlas Steven, Maddah Mahnaz, Singer Daniel, Ellinor Patrick, Friedman Sam, Al-alusi Mostafa, Kany Shinwan, Anderson Christopher, Ho Jennifer, Mcmanus David, Ashburner Jeffrey, Lubitz Steven
Final Pr. ID: Su3065
Authors: Khurshid Shaan, Atlas Steven, Maddah Mahnaz, Singer Daniel, Ellinor Patrick, Friedman Sam, Al-alusi Mostafa, Kany Shinwan, Anderson Christopher, Ho Jennifer, Mcmanus David, Ashburner Jeffrey, Lubitz Steven
Keywords: Atrial fibrillation , Deep learning , Electrocardiography , Risk Factors , Prevention
03 : 15 PM
Prediction of Thrombosis in Coronary Artery Aneurysms Following Kawasaki Disease Using a Deep Learning Survival Approach
Manlhiot Cedric, Raghuveer Geetha, Harris Kevin, Norozi Kambiz, Giglia Therese, Lang Sean, Mawad Wadi, Mccrindle Brian, Dionne Audrey, Portman Michael, Dahdah Nagib, Carr Michael, Khare Manaswitha, Harahsheh Ashraf, Tierney Seda, Khoury Michael
Final Pr. ID: Su3068
Authors: Manlhiot Cedric, Raghuveer Geetha, Harris Kevin, Norozi Kambiz, Giglia Therese, Lang Sean, Mawad Wadi, Mccrindle Brian, Dionne Audrey, Portman Michael, Dahdah Nagib, Carr Michael, Khare Manaswitha, Harahsheh Ashraf, Tierney Seda, Khoury Michael
Keywords: Kawasaki disease (Mucocutaneous Lymph Node Syndrome) , Thrombosis , Deep learning , Survival , Aneurysms
Takahashi Rina, Kovesdy Csaba, Kalantar-zadeh Kamyar, Bui Thuy-anh, Elali Ibrahim, Tran Diana, Sumida Keiichi, Thomas Fridtjof, Dukkipati Ramanath, Shah Anjja, Rhee Connie
Final Pr. ID: Su3062
Authors: Takahashi Rina, Kovesdy Csaba, Kalantar-zadeh Kamyar, Bui Thuy-anh, Elali Ibrahim, Tran Diana, Sumida Keiichi, Thomas Fridtjof, Dukkipati Ramanath, Shah Anjja, Rhee Connie
Keywords: Niacin , Mortality , Epidemiology , Follow-up studies
03 : 15 PM
Unraveling the Enigma of Acute Myocardial Infarction-Related Mortality in Malignancy Among Older Adults (≥65 years), A Decadal Dive into U.S Trends (1999-2020): A CDC WONDER Database Analysis
Naveed Muhammad Abdullah, Ahmad Muhammad, Iqbal Rabia, Ali Ahila, Omer Rehan Muhammad, Azeem Bazil, Ahmed Faizan, Cheema Mustafa Sajjad, Sattar Yasar, Patel Brijesh
Final Pr. ID: Su3067
Authors: Naveed Muhammad Abdullah, Ahmad Muhammad, Iqbal Rabia, Ali Ahila, Omer Rehan Muhammad, Azeem Bazil, Ahmed Faizan, Cheema Mustafa Sajjad, Sattar Yasar, Patel Brijesh
Keywords: Myocardial infarction , STEMI , Mortality
03 : 15 PM
Validation of ICD-10-CM diagnosis codes for heart failure classification within an integrated US administrative claims and electronic medical record (EMR) database
Barron John, Venkataraman Malvika, Teng Chia-chen, Vojjala Shiva, Power Thomas, Willey Vincent
Final Pr. ID: Su3061
Authors: Barron John, Venkataraman Malvika, Teng Chia-chen, Vojjala Shiva, Power Thomas, Willey Vincent
Keywords: Heart failure , Ejection fraction , Health services research , Electronic medical record