American Heart Association
Redefining Risk: Machine Learning, Molecular Targets, and Mortality in Cardiovascular Emergencies.
Moderated Digital Poster Session
Clinical Science Zone 1, Moderated Digital Poster 2
Nov 8th , 09:15 AM - 10:15 AM
09 : 15 AM
Mortality Prediction in Cardiogenic Shock Using a Time Series Machine Learning Foundation Model
Ginder Curtis, Gao Shanghua, Patel Siddharth, Bohula Erin, Berg David, Zamani Sepahrad, Zitnik Marinka, Morrow David
Final Pr. ID: MP36
Authors: Ginder Curtis, Gao Shanghua, Patel Siddharth, Bohula Erin, Berg David, Zamani Sepahrad, Zitnik Marinka, Morrow David
Keywords: Shock , cardiogenic , Artificial Intelligence , Electronic health records (EHRs) , Coronary care unit , Deep learning
09 : 22 AM
Phenotyping Cardiogenic Shock Using Unsupervised Machine Learning: A Nationwide Cluster Analysis from National Inpatient Sample
Mondal Avilash, Haider Mobeen, Thyagaturu Harshith, Taha Amro, Li Aobo, Chilingarashvili Giorgi, Ramesh Ranjana, Ramesh Navin, Balla Sudarshan, Tripathi Devendra
Final Pr. ID: MP37
Authors: Mondal Avilash, Haider Mobeen, Thyagaturu Harshith, Taha Amro, Li Aobo, Chilingarashvili Giorgi, Ramesh Ranjana, Ramesh Navin, Balla Sudarshan, Tripathi Devendra
Keywords: Machine Learning , Heart failure , adult , Artificial Intelligence , Shock , cardiogenic , Outcomes
09 : 29 AM
A Dangerous Right Turn: Primary Right Heart Failure in Mechanically Ventilated Patients—-Prevalence, Inpatient Outcomes, and High Use of Advanced ICU Therapies— A Nationwide Analysis
Khan Dawlat, Chaudhry Hammad, Shehzad Dawood, Riaz Muhammad Faisal, Ahmed Mamoon
Final Pr. ID: MP39
Authors: Khan Dawlat, Chaudhry Hammad, Shehzad Dawood, Riaz Muhammad Faisal, Ahmed Mamoon
Keywords: Right Ventricular Dysfunction , Ventilation
09 : 36 AM
Intersecting Inequities: Mapping Racial and Social Vulnerability Hotspots in U.S. Cardiogenic Shock Mortality
Luthra Gaurav, Mohammed Adil, Christian Cleris, Singh Sachin, Khan Afrasayab, Ishfaq Lyluma, El-hajj Jad, Yasmeen Umera, Beeharry Sarah, Gariaqoza Yousif, Do Pauline, Mohammed Zaki Ur Rahman, Kambali Shrinivas
Final Pr. ID: MP40
Authors: Luthra Gaurav, Mohammed Adil, Christian Cleris, Singh Sachin, Khan Afrasayab, Ishfaq Lyluma, El-hajj Jad, Yasmeen Umera, Beeharry Sarah, Gariaqoza Yousif, Do Pauline, Mohammed Zaki Ur Rahman, Kambali Shrinivas
Keywords: Shock , cardiogenic , Mortality , Patient safety , Cardiovascular , Advancing heart failure
09 : 43 AM
High-output Heart Failure in Acute Respiratory Distress Syndrome: A Secondary Analysis of the FACTT Trial
Lee Jason, Reddy Yogesh
Final Pr. ID: MP41
Authors: Lee Jason, Reddy Yogesh
Keywords: Heart failure , adult , Hypoxia , Hemodynamics
09 : 50 AM
Ubiquinol (coenzyme Q10) and Alpha Lipoic Acid (ALA) Improves Mitochondrial Function in Out- of-Hospital Cardiac Arrest Patients.
Zubair Muhammad, Lee John, Simpson Michael, Berg Katherine, Donnino Michael, Liu Xiaowen
Final Pr. ID: MP42
Authors: Zubair Muhammad, Lee John, Simpson Michael, Berg Katherine, Donnino Michael, Liu Xiaowen
Keywords: Acid-base imbalance , Cardiac arrest , Cardiology
09 : 57 AM
Unsupervised Machine Learning Identifies Distinct Clinical Phenotypes in Acute Heart Failure Hospitalizations: A Nationwide Study Using the National Inpatient Sample
Chilingarashvili Giorgi, Razdan Nandini, Singh Aniruddha, Green Jared, Fagan James, Basnet Arjun, Li Aobo, Tripathi Devendra, Mondal Avilash, Diaz Fraga Julian
Final Pr. ID: MP43
Authors: Chilingarashvili Giorgi, Razdan Nandini, Singh Aniruddha, Green Jared, Fagan James, Basnet Arjun, Li Aobo, Tripathi Devendra, Mondal Avilash, Diaz Fraga Julian
Keywords: Machine Learning , Heart failure , Artificial Intelligence , Outcomes , Shock , cardiogenic
10 : 04 AM
Trends in Cardiac Arrest Mortality in Adults With Substance Use Disorders: A Demographic and Geographic Analysis.
Omer Rehan Muhammad, Naveed Hamza, Naveed Muhammad Abdullah, Chigurupati Himaja Dutt, Patel Palak, Ali Hamza, Farrukh Alishba, Taufiq Muhammad Usman, Saeed Anzel, Ahmed Mushood, Neppala Sivaram
Final Pr. ID: MP44
Authors: Omer Rehan Muhammad, Naveed Hamza, Naveed Muhammad Abdullah, Chigurupati Himaja Dutt, Patel Palak, Ali Hamza, Farrukh Alishba, Taufiq Muhammad Usman, Saeed Anzel, Ahmed Mushood, Neppala Sivaram
Keywords: Cardiac arrest
09 : 29 AM
A Dangerous Right Turn: Primary Right Heart Failure in Mechanically Ventilated Patients—-Prevalence, Inpatient Outcomes, and High Use of Advanced ICU Therapies— A Nationwide Analysis
Khan Dawlat, Chaudhry Hammad, Shehzad Dawood, Riaz Muhammad Faisal, Ahmed Mamoon
Final Pr. ID: MP39
Authors: Khan Dawlat, Chaudhry Hammad, Shehzad Dawood, Riaz Muhammad Faisal, Ahmed Mamoon
Keywords: Right Ventricular Dysfunction , Ventilation
09 : 43 AM
High-output Heart Failure in Acute Respiratory Distress Syndrome: A Secondary Analysis of the FACTT Trial
Lee Jason, Reddy Yogesh
Final Pr. ID: MP41
Authors: Lee Jason, Reddy Yogesh
Keywords: Heart failure , adult , Hypoxia , Hemodynamics
09 : 36 AM
Intersecting Inequities: Mapping Racial and Social Vulnerability Hotspots in U.S. Cardiogenic Shock Mortality
Luthra Gaurav, Mohammed Adil, Christian Cleris, Singh Sachin, Khan Afrasayab, Ishfaq Lyluma, El-hajj Jad, Yasmeen Umera, Beeharry Sarah, Gariaqoza Yousif, Do Pauline, Mohammed Zaki Ur Rahman, Kambali Shrinivas
Final Pr. ID: MP40
Authors: Luthra Gaurav, Mohammed Adil, Christian Cleris, Singh Sachin, Khan Afrasayab, Ishfaq Lyluma, El-hajj Jad, Yasmeen Umera, Beeharry Sarah, Gariaqoza Yousif, Do Pauline, Mohammed Zaki Ur Rahman, Kambali Shrinivas
Keywords: Shock , cardiogenic , Mortality , Patient safety , Cardiovascular , Advancing heart failure
09 : 15 AM
Mortality Prediction in Cardiogenic Shock Using a Time Series Machine Learning Foundation Model
Ginder Curtis, Gao Shanghua, Patel Siddharth, Bohula Erin, Berg David, Zamani Sepahrad, Zitnik Marinka, Morrow David
Final Pr. ID: MP36
Authors: Ginder Curtis, Gao Shanghua, Patel Siddharth, Bohula Erin, Berg David, Zamani Sepahrad, Zitnik Marinka, Morrow David
Keywords: Shock , cardiogenic , Artificial Intelligence , Electronic health records (EHRs) , Coronary care unit , Deep learning
09 : 22 AM
Phenotyping Cardiogenic Shock Using Unsupervised Machine Learning: A Nationwide Cluster Analysis from National Inpatient Sample
Mondal Avilash, Haider Mobeen, Thyagaturu Harshith, Taha Amro, Li Aobo, Chilingarashvili Giorgi, Ramesh Ranjana, Ramesh Navin, Balla Sudarshan, Tripathi Devendra
Final Pr. ID: MP37
Authors: Mondal Avilash, Haider Mobeen, Thyagaturu Harshith, Taha Amro, Li Aobo, Chilingarashvili Giorgi, Ramesh Ranjana, Ramesh Navin, Balla Sudarshan, Tripathi Devendra
Keywords: Machine Learning , Heart failure , adult , Artificial Intelligence , Shock , cardiogenic , Outcomes
10 : 04 AM
Trends in Cardiac Arrest Mortality in Adults With Substance Use Disorders: A Demographic and Geographic Analysis.
Omer Rehan Muhammad, Naveed Hamza, Naveed Muhammad Abdullah, Chigurupati Himaja Dutt, Patel Palak, Ali Hamza, Farrukh Alishba, Taufiq Muhammad Usman, Saeed Anzel, Ahmed Mushood, Neppala Sivaram
Final Pr. ID: MP44
Authors: Omer Rehan Muhammad, Naveed Hamza, Naveed Muhammad Abdullah, Chigurupati Himaja Dutt, Patel Palak, Ali Hamza, Farrukh Alishba, Taufiq Muhammad Usman, Saeed Anzel, Ahmed Mushood, Neppala Sivaram
Keywords: Cardiac arrest
09 : 50 AM
Ubiquinol (coenzyme Q10) and Alpha Lipoic Acid (ALA) Improves Mitochondrial Function in Out- of-Hospital Cardiac Arrest Patients.
Zubair Muhammad, Lee John, Simpson Michael, Berg Katherine, Donnino Michael, Liu Xiaowen
Final Pr. ID: MP42
Authors: Zubair Muhammad, Lee John, Simpson Michael, Berg Katherine, Donnino Michael, Liu Xiaowen
Keywords: Acid-base imbalance , Cardiac arrest , Cardiology
09 : 57 AM
Unsupervised Machine Learning Identifies Distinct Clinical Phenotypes in Acute Heart Failure Hospitalizations: A Nationwide Study Using the National Inpatient Sample
Chilingarashvili Giorgi, Razdan Nandini, Singh Aniruddha, Green Jared, Fagan James, Basnet Arjun, Li Aobo, Tripathi Devendra, Mondal Avilash, Diaz Fraga Julian
Final Pr. ID: MP43
Authors: Chilingarashvili Giorgi, Razdan Nandini, Singh Aniruddha, Green Jared, Fagan James, Basnet Arjun, Li Aobo, Tripathi Devendra, Mondal Avilash, Diaz Fraga Julian
Keywords: Machine Learning , Heart failure , Artificial Intelligence , Outcomes , Shock , cardiogenic