American Heart Association
Transforming Healthcare with Large Language Models and NLP: From Unstructured Data to Clinical Insight
Moderated Digital Poster Session
Population Science Zone, Moderated Digital Poster 14
Nov 9th , 11:50 AM - 01:00 PM
11 : 50 AM
An Artificial Intelligence Model for Clinical Event Adjudication in Cardiovascular Clinical Trial
Banerjee Hiya, Tricoci Pierluigi, Jiang Min, Qiao Zhili, Kumar Sarvesh, Liu Emilia, Bunck Mathijs, Qu Yongming, Liu Jingyi
Final Pr. ID: MP1522
Authors: Banerjee Hiya, Tricoci Pierluigi, Jiang Min, Qiao Zhili, Kumar Sarvesh, Liu Emilia, Bunck Mathijs, Qu Yongming, Liu Jingyi
Keywords: Artificial Intelligence , Endpoint events , Cardiovascular
11 : 57 AM
Artificial Intelligence to Adjudicate Major Adverse Cardiovascular Events in Clinical Trials
Marti Castellote Pablo-miki, Desai Akshay, Ellinor Patrick, Ho Jennifer, Mcmurray John, Pfeffer Marc, Solomon Scott, Cunningham Jonathan, Badrouchi Samarra, Claggett Brian, Xu Dongchu, Maddah Mahnaz, Khurshid Shaan, Vardeny Orly, Lewis Eldrin, Jhund Pardeep
Final Pr. ID: MP1523
Authors: Marti Castellote Pablo-miki, Desai Akshay, Ellinor Patrick, Ho Jennifer, Mcmurray John, Pfeffer Marc, Solomon Scott, Cunningham Jonathan, Badrouchi Samarra, Claggett Brian, Xu Dongchu, Maddah Mahnaz, Khurshid Shaan, Vardeny Orly, Lewis Eldrin, Jhund Pardeep
Keywords: Artificial Intelligence , Clinical trials , Myocardial infarction , Stroke , Echocardiography
12 : 04 PM
Comparison of ChatGPT-4o and OpenEvidence for Clinical Decision Support in Transcatheter Tricuspid Valve Interventions
Hajj Joseph, Mdaihly Mohamad, Kassab Joseph, Miyasaka Rhonda, Harb Serge
Final Pr. ID: MP1524
Authors: Hajj Joseph, Mdaihly Mohamad, Kassab Joseph, Miyasaka Rhonda, Harb Serge
Keywords: Tricuspid valve , Artificial Intelligence , Interventional cardiology
12 : 11 PM
Exploring Real-World Barriers to Statin Use Through Reddit Conversations Using LLM with Expert-in-the-Loop
Liu Siru, Liu Jialin
Final Pr. ID: MP1525
Authors: Liu Siru, Liu Jialin
Keywords: Biomedical informatics
12 : 18 PM
High-Fidelity, Low-Cost Extraction of Valvular Disease Parameters from Echocardiography Reports Using Rule-Based NLP
Boxley Peter, Praveen Nischal, Seaney Darren, Salem Edward, Gupta Neil, Seshadri Suhas, Tofovic David
Final Pr. ID: MP1526
Authors: Boxley Peter, Praveen Nischal, Seaney Darren, Salem Edward, Gupta Neil, Seshadri Suhas, Tofovic David
Keywords: Cardiovascular imaging , Machine Learning , Valvular heart disease , Heart failure , Aortic stenosis
Akbasli Izzet Turkalp, Baloglu Orkun, Liou Wilson, Latifi Samir, Marino Bradley, Albahra Samer, Tandon Animesh
Final Pr. ID: MP1527
Authors: Akbasli Izzet Turkalp, Baloglu Orkun, Liou Wilson, Latifi Samir, Marino Bradley, Albahra Samer, Tandon Animesh
Keywords: Artificial Intelligence , Machine Learning , Cardiovascular imaging , Cardiac MRI
12 : 32 PM
Hybrid Rule-Based and Large Language Model Framework Extracts Statin-Related Information from Clinical Notes
Liu Siru, Mccoy Allison, Wright Adam
Final Pr. ID: MP1528
Authors: Liu Siru, Mccoy Allison, Wright Adam
Keywords: Biomedical informatics
12 : 39 PM
Inaccurate information regarding cardiovascular disease prevention enabled by generative artificial intelligence
Multani Anmol, Sarraju Ashish, Al-dalakta Astefanos, Honnekeri Bianca, Rodriguez Fatima, Laffin Luke, Sunder Vikas, Bruemmer Dennis, Cho Leslie, Nissen Steven
Final Pr. ID: MP1529
Authors: Multani Anmol, Sarraju Ashish, Al-dalakta Astefanos, Honnekeri Bianca, Rodriguez Fatima, Laffin Luke, Sunder Vikas, Bruemmer Dennis, Cho Leslie, Nissen Steven
Keywords: Cardiovascular disease prevention , Artificial Intelligence
12 : 46 PM
Large Language Model (LLM) Applications for Assessing Patient Health Communication Proficiency
Tummala Aditya, Ramesh Pranav, Latif Zara, Nelson Beier, Quintana Yuri
Final Pr. ID: MP1530
Authors: Tummala Aditya, Ramesh Pranav, Latif Zara, Nelson Beier, Quintana Yuri
Keywords: Patient provider communication , Artificial Intelligence , Patient education/teaching , Cardiology , Equity
11 : 50 AM
An Artificial Intelligence Model for Clinical Event Adjudication in Cardiovascular Clinical Trial
Banerjee Hiya, Tricoci Pierluigi, Jiang Min, Qiao Zhili, Kumar Sarvesh, Liu Emilia, Bunck Mathijs, Qu Yongming, Liu Jingyi
Final Pr. ID: MP1522
Authors: Banerjee Hiya, Tricoci Pierluigi, Jiang Min, Qiao Zhili, Kumar Sarvesh, Liu Emilia, Bunck Mathijs, Qu Yongming, Liu Jingyi
Keywords: Artificial Intelligence , Endpoint events , Cardiovascular
11 : 57 AM
Artificial Intelligence to Adjudicate Major Adverse Cardiovascular Events in Clinical Trials
Marti Castellote Pablo-miki, Desai Akshay, Ellinor Patrick, Ho Jennifer, Mcmurray John, Pfeffer Marc, Solomon Scott, Cunningham Jonathan, Badrouchi Samarra, Claggett Brian, Xu Dongchu, Maddah Mahnaz, Khurshid Shaan, Vardeny Orly, Lewis Eldrin, Jhund Pardeep
Final Pr. ID: MP1523
Authors: Marti Castellote Pablo-miki, Desai Akshay, Ellinor Patrick, Ho Jennifer, Mcmurray John, Pfeffer Marc, Solomon Scott, Cunningham Jonathan, Badrouchi Samarra, Claggett Brian, Xu Dongchu, Maddah Mahnaz, Khurshid Shaan, Vardeny Orly, Lewis Eldrin, Jhund Pardeep
Keywords: Artificial Intelligence , Clinical trials , Myocardial infarction , Stroke , Echocardiography
12 : 04 PM
Comparison of ChatGPT-4o and OpenEvidence for Clinical Decision Support in Transcatheter Tricuspid Valve Interventions
Hajj Joseph, Mdaihly Mohamad, Kassab Joseph, Miyasaka Rhonda, Harb Serge
Final Pr. ID: MP1524
Authors: Hajj Joseph, Mdaihly Mohamad, Kassab Joseph, Miyasaka Rhonda, Harb Serge
Keywords: Tricuspid valve , Artificial Intelligence , Interventional cardiology
12 : 11 PM
Exploring Real-World Barriers to Statin Use Through Reddit Conversations Using LLM with Expert-in-the-Loop
Liu Siru, Liu Jialin
Final Pr. ID: MP1525
Authors: Liu Siru, Liu Jialin
Keywords: Biomedical informatics
12 : 18 PM
High-Fidelity, Low-Cost Extraction of Valvular Disease Parameters from Echocardiography Reports Using Rule-Based NLP
Boxley Peter, Praveen Nischal, Seaney Darren, Salem Edward, Gupta Neil, Seshadri Suhas, Tofovic David
Final Pr. ID: MP1526
Authors: Boxley Peter, Praveen Nischal, Seaney Darren, Salem Edward, Gupta Neil, Seshadri Suhas, Tofovic David
Keywords: Cardiovascular imaging , Machine Learning , Valvular heart disease , Heart failure , Aortic stenosis
Akbasli Izzet Turkalp, Baloglu Orkun, Liou Wilson, Latifi Samir, Marino Bradley, Albahra Samer, Tandon Animesh
Final Pr. ID: MP1527
Authors: Akbasli Izzet Turkalp, Baloglu Orkun, Liou Wilson, Latifi Samir, Marino Bradley, Albahra Samer, Tandon Animesh
Keywords: Artificial Intelligence , Machine Learning , Cardiovascular imaging , Cardiac MRI
12 : 32 PM
Hybrid Rule-Based and Large Language Model Framework Extracts Statin-Related Information from Clinical Notes
Liu Siru, Mccoy Allison, Wright Adam
Final Pr. ID: MP1528
Authors: Liu Siru, Mccoy Allison, Wright Adam
Keywords: Biomedical informatics
12 : 39 PM
Inaccurate information regarding cardiovascular disease prevention enabled by generative artificial intelligence
Multani Anmol, Sarraju Ashish, Al-dalakta Astefanos, Honnekeri Bianca, Rodriguez Fatima, Laffin Luke, Sunder Vikas, Bruemmer Dennis, Cho Leslie, Nissen Steven
Final Pr. ID: MP1529
Authors: Multani Anmol, Sarraju Ashish, Al-dalakta Astefanos, Honnekeri Bianca, Rodriguez Fatima, Laffin Luke, Sunder Vikas, Bruemmer Dennis, Cho Leslie, Nissen Steven
Keywords: Cardiovascular disease prevention , Artificial Intelligence
12 : 46 PM
Large Language Model (LLM) Applications for Assessing Patient Health Communication Proficiency
Tummala Aditya, Ramesh Pranav, Latif Zara, Nelson Beier, Quintana Yuri
Final Pr. ID: MP1530
Authors: Tummala Aditya, Ramesh Pranav, Latif Zara, Nelson Beier, Quintana Yuri
Keywords: Patient provider communication , Artificial Intelligence , Patient education/teaching , Cardiology , Equity