Showing 8 Abstracts.
07 : 00 PM
A Multi-Tier, Natural-Language Processing Framework to Automate Labeling of Acute Cerebrovascular Events From Radiology Reports and Diagnosis Codes
Erekat Asala, Stein Laura, Delman Bradley, Karp Adam, Kupersmith Mark, Kummer Benjamin
Final Pr. ID: WP207
Authors: Erekat Asala , Stein Laura , Delman Bradley , Karp Adam , Kupersmith Mark , Kummer Benjamin
Keywords: Natural language processing, Neuroendovascular (for stroke), Machine Learning
12 : 00 PM
Development and Accuracy of Natural Language Processing-based Expression Matching to Identify and Classify Cardiomyopathy from Cardiovascular Magnetic Resonance Reports
Shenoy Ujwala, Zhang Lu, Jha Mawra, Kwong Raymond, Manning Warren, Nezafat Reza, Tsao Connie
Final Pr. ID: MDP238
Authors: Shenoy Ujwala , Zhang Lu , Jha Mawra , Kwong Raymond , Manning Warren , Nezafat Reza , Tsao Connie
Keywords: Natural language processing, Cardiomyopathy, Ischemia, Magnetic resonance imaging, Cardiac MRI
09 : 30 AM
Identification of Obstructive and Non-Obstructive Hypertrophic Cardiomyopathy Patients Using Natural Language Processing in a Large Integrated Healthcare System
Sheridan Ann, Liu Jane, Tabada Grace, Tan Thida, Dubey Anand, Lucas Matthew, Zhong Yue, Okano Gary, Solomon Matthew
Final Pr. ID: MDP964
Authors: Sheridan Ann , Liu Jane , Tabada Grace , Tan Thida , Dubey Anand , Lucas Matthew , Zhong Yue , Okano Gary , Solomon Matthew
Keywords: Hypertrophic cardiomyopathy, Echocardiography, Natural language processing
02 : 00 PM
Leveraging Natural Language Processing for Echocardiographic Data Extraction in Hypoplastic Left Heart Syndrome
Girvin Zachary, Gangireddy Srushti, Coleman Andersen, Ong Henry, Wei Wei-qi, Kannankeril Prince, Sunthankar Sudeep
Final Pr. ID: Sa2046
Authors: Girvin Zachary , Gangireddy Srushti , Coleman Andersen , Ong Henry , Wei Wei-qi , Kannankeril Prince , Sunthankar Sudeep
Keywords: Hypoplastic left heart, Artificial Intelligence, Echocardiography, Natural language processing
01 : 42 PM
Manual versus AI-Assisted Clinical Trial Screening using Large-Language Models (MAPS-LLM)
Unlu Ozan, Oates Michael, Cannon Christopher, Scirica Benjamin, Wagholikar Kavishwar, Aronson Samuel, Blood Alexander, Varugheese Matthew, Shin Jiyeon, Subramaniam Samantha, Stein David, St.laurent John, Mailly Charlotte, Mcpartlin Marian, Wang Fei
Final Pr. ID: 4170715
Authors: Unlu Ozan , Oates Michael , Cannon Christopher , Scirica Benjamin , Wagholikar Kavishwar , Aronson Samuel , Blood Alexander , Varugheese Matthew , Shin Jiyeon , Subramaniam Samantha , Stein David , St.laurent John , Mailly Charlotte , Mcpartlin Marian , Wang Fei
Keywords: Artificial Intelligence, Clinical trials, Heart failure, Digital Health, Natural language processing
10 : 20 AM
Scalable Phenotyping of Heart Failure Across Multicenter, Non-Interoperable Health Systems Using Retrieval-Augmented Generation and Large Language Models
Vasisht Shankar Sumukh, Thangaraj Phyllis, Adejumo Philip, Khera Rohan
Final Pr. ID: MDP374
Authors: Vasisht Shankar Sumukh , Thangaraj Phyllis , Adejumo Philip , Khera Rohan
Keywords: Electronic health records (EHRs), Artificial Intelligence, Natural language processing
01 : 15 PM
Use of Large Language Models to Optimize Clinical Text Analysis for In-Hospital Cardiac Arrest Identification
Kaviyarasu Aarthi, Vurgun Ugurcan, Hwang Sy, Acevedo Ana, Abella Benjamin, Mowery Danielle, Mitchell Oscar
Final Pr. ID: Su801
Authors: Kaviyarasu Aarthi , Vurgun Ugurcan , Hwang Sy , Acevedo Ana , Abella Benjamin , Mowery Danielle , Mitchell Oscar
Keywords: Quality improvement, Machine Learning, Natural language processing, Quality assessment
03 : 15 PM
Variation in Prevalence, Treatment, and Outcomes in Heart Failure with Improved Ejection Fraction by Race and Ethnicity
Chang Alex, Vasti Elena, Sandhu Alexander, Go Alan, Adatya Sirtaz, Bhatt Ankeet, Lee Keane, Parikh Rishi, Ambrosy Andrew, Tan Thida, Hamilton Steven, Pabon Porras Maria, Vardeny Orly, Ku Ivy
Final Pr. ID: Su1091
Authors: Chang Alex , Vasti Elena , Sandhu Alexander , Go Alan , Adatya Sirtaz , Bhatt Ankeet , Lee Keane , Parikh Rishi , Ambrosy Andrew , Tan Thida , Hamilton Steven , Pabon Porras Maria , Vardeny Orly , Ku Ivy
Keywords: Race, Ethnicity, HFrEF, Natural language processing, Heart failure, adult