American Heart Association
Smarter Systems, Better Outcomes: AI and Data-Driven Strategies in Pediatric Cardiac Care
Moderated Digital Poster Session
Clinical Science Zone 2, Moderated Digital Poster 17
Nov 8th , 03:15 PM - 04:15 PM
03 : 15 PM
Quantum Computing based Echocardiographic Diagnosis and Analysis in Congenital Heart Disease: Feasibility and Superiority to conventional Deep Learning Approaches
Diller Gerhard-paul, Orwat Stefan, Willy Kevin, Wegner Felix, Garthe Philipp, Radke Robert, Gatzoulis Michael
Final Pr. ID: MP737
Authors: Diller Gerhard-paul, Orwat Stefan, Willy Kevin, Wegner Felix, Garthe Philipp, Radke Robert, Gatzoulis Michael
Keywords: Adult congenital heart disease , Cardiac imaging , Machine Learning , Echocardiography
03 : 22 PM
Deep Learning Models Enhance Prediction of Sudden Cardiac Death in Pediatric Hypertrophic Cardiomyopathy: A Systematic Review and Meta-Analysis
Sekharamahanti Hadassa Evangeline, Chintharala Karthik, Madam Sai Tapasvi, Munnangi Pragathi, Kolamuri Santhi
Final Pr. ID: MP738
Authors: Sekharamahanti Hadassa Evangeline, Chintharala Karthik, Madam Sai Tapasvi, Munnangi Pragathi, Kolamuri Santhi
Keywords: Cardiomyopathy , Pediatric cardiology , Hypertrophic cardiomyopathy , Deep learning
Baker-smith Carissa, Zomorrodi Arezoo, Renwick Amy, Kernizan Daphney, Turpin Dima
Final Pr. ID: MP739
Authors: Baker-smith Carissa, Zomorrodi Arezoo, Renwick Amy, Kernizan Daphney, Turpin Dima
Keywords: Dyslipidemia , Prevention , Quality improvement , Pediatric cardiology , Hyperlipidemia
03 : 36 PM
Between Risk and Return: Predicting Gaps In Care For Those With Congenital Heart Disease Through Machine Learning and Social Risk Modeling
Zaidi Abbas, Alberts Adam, Gumpili Sai, Mcdonald Mark, Rehmeyer Nathanael, De Ferranti Sarah
Final Pr. ID: MP740
Authors: Zaidi Abbas, Alberts Adam, Gumpili Sai, Mcdonald Mark, Rehmeyer Nathanael, De Ferranti Sarah
Keywords: Social determinants , Adult congenital heart disease , Pediatric cardiology , Artificial Intelligence , Machine Learning
03 : 43 PM
Core lab versus computer: Pediatric echocardiogram measurement agreement between expert human and AI readers
Edwards Lindsay, Meacham Lillian, Nathan Paul, Narasimhan Shanti, Sachdeva Ritu, Sadak Karim, Stratton Kayla, Vemulapalli Sreekanth, Chow Eric, Sharma Surbhi, Armenian Saro, Bhat Aarti, Blythe Nancy, Border William, Boyle Patrick, Leger Kasey, Leisenring Wendy
Final Pr. ID: MP741
Authors: Edwards Lindsay, Meacham Lillian, Nathan Paul, Narasimhan Shanti, Sachdeva Ritu, Sadak Karim, Stratton Kayla, Vemulapalli Sreekanth, Chow Eric, Sharma Surbhi, Armenian Saro, Bhat Aarti, Blythe Nancy, Border William, Boyle Patrick, Leger Kasey, Leisenring Wendy
Keywords: Echocardiography , Artificial Intelligence , Machine Learning , Pediatric cardiology
03 : 50 PM
Strain and Deep Learning-Derived Mitral Regurgitation Features Are Independently Associated With Rheumatic Heart Disease - an analysis from the GOAL Trial
Phan Tin, Linguraru Marius, Nunes Maria Carmo, Sable Craig, Loke Yue-hin, Barbosa Jose Augusto, Brown Kelsey, Roshanitabrizi Pooneh, Rwebembera Joselyn, Vlachos Pavlos, Meyers Brett, Okello Emmy, Beaton Andrea
Final Pr. ID: MP742
Authors: Phan Tin, Linguraru Marius, Nunes Maria Carmo, Sable Craig, Loke Yue-hin, Barbosa Jose Augusto, Brown Kelsey, Roshanitabrizi Pooneh, Rwebembera Joselyn, Vlachos Pavlos, Meyers Brett, Okello Emmy, Beaton Andrea
Keywords: Rheumatic fever , Echocardiography , Artificial Intelligence
03 : 57 PM
A Machine Learning Algorithm to Detect Pediatric Supraventricular Tachycardia Risk from Baseline ECGs
Arezoumand Amirhossein, Danala Gopichandh, Masnadi Khiabani Parisa, Ebert David, Behere Shashank
Final Pr. ID: MP743
Authors: Arezoumand Amirhossein, Danala Gopichandh, Masnadi Khiabani Parisa, Ebert David, Behere Shashank
Keywords: Supraventricular tachycardia , Pediatric cardiology , Artificial Intelligence , Machine Learning , Arrhythmias
04 : 04 PM
An Electronic Health Record Multimodal Data Integration Platform for Comprehensive Analysis of Single Ventricle Physiology
Xu Hang, Aboulhosn Jamil, Christodoulou Anthony, Finn Paul, Hsu William, Nguyen Kimlien, Zhang Hinn, Sisniega Carlos, Renella Pierangelo, Morris Connor, Husain Majid, Satou Gary, Zhu Bing, Van Arsdell Glen
Final Pr. ID: MP744
Authors: Xu Hang, Aboulhosn Jamil, Christodoulou Anthony, Finn Paul, Hsu William, Nguyen Kimlien, Zhang Hinn, Sisniega Carlos, Renella Pierangelo, Morris Connor, Husain Majid, Satou Gary, Zhu Bing, Van Arsdell Glen
Keywords: Congenital heart disease , Single ventricle , Biomedical informatics , Electronic health records (EHRs) , Big Data
03 : 57 PM
A Machine Learning Algorithm to Detect Pediatric Supraventricular Tachycardia Risk from Baseline ECGs
Arezoumand Amirhossein, Danala Gopichandh, Masnadi Khiabani Parisa, Ebert David, Behere Shashank
Final Pr. ID: MP743
Authors: Arezoumand Amirhossein, Danala Gopichandh, Masnadi Khiabani Parisa, Ebert David, Behere Shashank
Keywords: Supraventricular tachycardia , Pediatric cardiology , Artificial Intelligence , Machine Learning , Arrhythmias
04 : 04 PM
An Electronic Health Record Multimodal Data Integration Platform for Comprehensive Analysis of Single Ventricle Physiology
Xu Hang, Aboulhosn Jamil, Christodoulou Anthony, Finn Paul, Hsu William, Nguyen Kimlien, Zhang Hinn, Sisniega Carlos, Renella Pierangelo, Morris Connor, Husain Majid, Satou Gary, Zhu Bing, Van Arsdell Glen
Final Pr. ID: MP744
Authors: Xu Hang, Aboulhosn Jamil, Christodoulou Anthony, Finn Paul, Hsu William, Nguyen Kimlien, Zhang Hinn, Sisniega Carlos, Renella Pierangelo, Morris Connor, Husain Majid, Satou Gary, Zhu Bing, Van Arsdell Glen
Keywords: Congenital heart disease , Single ventricle , Biomedical informatics , Electronic health records (EHRs) , Big Data
03 : 36 PM
Between Risk and Return: Predicting Gaps In Care For Those With Congenital Heart Disease Through Machine Learning and Social Risk Modeling
Zaidi Abbas, Alberts Adam, Gumpili Sai, Mcdonald Mark, Rehmeyer Nathanael, De Ferranti Sarah
Final Pr. ID: MP740
Authors: Zaidi Abbas, Alberts Adam, Gumpili Sai, Mcdonald Mark, Rehmeyer Nathanael, De Ferranti Sarah
Keywords: Social determinants , Adult congenital heart disease , Pediatric cardiology , Artificial Intelligence , Machine Learning
03 : 43 PM
Core lab versus computer: Pediatric echocardiogram measurement agreement between expert human and AI readers
Edwards Lindsay, Meacham Lillian, Nathan Paul, Narasimhan Shanti, Sachdeva Ritu, Sadak Karim, Stratton Kayla, Vemulapalli Sreekanth, Chow Eric, Sharma Surbhi, Armenian Saro, Bhat Aarti, Blythe Nancy, Border William, Boyle Patrick, Leger Kasey, Leisenring Wendy
Final Pr. ID: MP741
Authors: Edwards Lindsay, Meacham Lillian, Nathan Paul, Narasimhan Shanti, Sachdeva Ritu, Sadak Karim, Stratton Kayla, Vemulapalli Sreekanth, Chow Eric, Sharma Surbhi, Armenian Saro, Bhat Aarti, Blythe Nancy, Border William, Boyle Patrick, Leger Kasey, Leisenring Wendy
Keywords: Echocardiography , Artificial Intelligence , Machine Learning , Pediatric cardiology
03 : 22 PM
Deep Learning Models Enhance Prediction of Sudden Cardiac Death in Pediatric Hypertrophic Cardiomyopathy: A Systematic Review and Meta-Analysis
Sekharamahanti Hadassa Evangeline, Chintharala Karthik, Madam Sai Tapasvi, Munnangi Pragathi, Kolamuri Santhi
Final Pr. ID: MP738
Authors: Sekharamahanti Hadassa Evangeline, Chintharala Karthik, Madam Sai Tapasvi, Munnangi Pragathi, Kolamuri Santhi
Keywords: Cardiomyopathy , Pediatric cardiology , Hypertrophic cardiomyopathy , Deep learning
Baker-smith Carissa, Zomorrodi Arezoo, Renwick Amy, Kernizan Daphney, Turpin Dima
Final Pr. ID: MP739
Authors: Baker-smith Carissa, Zomorrodi Arezoo, Renwick Amy, Kernizan Daphney, Turpin Dima
Keywords: Dyslipidemia , Prevention , Quality improvement , Pediatric cardiology , Hyperlipidemia
03 : 15 PM
Quantum Computing based Echocardiographic Diagnosis and Analysis in Congenital Heart Disease: Feasibility and Superiority to conventional Deep Learning Approaches
Diller Gerhard-paul, Orwat Stefan, Willy Kevin, Wegner Felix, Garthe Philipp, Radke Robert, Gatzoulis Michael
Final Pr. ID: MP737
Authors: Diller Gerhard-paul, Orwat Stefan, Willy Kevin, Wegner Felix, Garthe Philipp, Radke Robert, Gatzoulis Michael
Keywords: Adult congenital heart disease , Cardiac imaging , Machine Learning , Echocardiography
03 : 50 PM
Strain and Deep Learning-Derived Mitral Regurgitation Features Are Independently Associated With Rheumatic Heart Disease - an analysis from the GOAL Trial
Phan Tin, Linguraru Marius, Nunes Maria Carmo, Sable Craig, Loke Yue-hin, Barbosa Jose Augusto, Brown Kelsey, Roshanitabrizi Pooneh, Rwebembera Joselyn, Vlachos Pavlos, Meyers Brett, Okello Emmy, Beaton Andrea
Final Pr. ID: MP742
Authors: Phan Tin, Linguraru Marius, Nunes Maria Carmo, Sable Craig, Loke Yue-hin, Barbosa Jose Augusto, Brown Kelsey, Roshanitabrizi Pooneh, Rwebembera Joselyn, Vlachos Pavlos, Meyers Brett, Okello Emmy, Beaton Andrea
Keywords: Rheumatic fever , Echocardiography , Artificial Intelligence