Showing Results from 1 to 12 of 13.
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
01 : 00 PM
Artificial Intelligence Analysis of Free-Text Discharge Summaries Facilitates Automated Risk Stratification for Cardiac Surgery Readmissions
Alber Daniel, Phillips Katherine, Oermann Eric, Grossi Eugene, Mosca Ralph
Final Pr. ID: Mo2020
Authors: Alber Daniel, Phillips Katherine, Oermann Eric, Grossi Eugene, Mosca Ralph
Keywords: Artificial Intelligence, Prediction model, Postoperative, Big Data, Natural language processing
12 : 22 PM
Artificial Intelligence to Extract Structured Details from Unstructured Medical Records in a Global Heart Failure Trial
Badrouchi Samarra, Marti Castellote Pablo-miki, Foa' Alberto, Claggett Brian, Xu Dongchu, Desai Akshay, Ho Jennifer, Ellinor Patrick, Jhund Pardeep, Mcgrath Martina, Mc Causland Finnian, Mcmurray John, Solomon Scott, Cunningham Jonathan
Final Pr. ID: MP578
Authors: Badrouchi Samarra, Marti Castellote Pablo-miki, Foa' Alberto, Claggett Brian, Xu Dongchu, Desai Akshay, Ho Jennifer, Ellinor Patrick, Jhund Pardeep, Mcgrath Martina, Mc Causland Finnian, Mcmurray John, Solomon Scott, Cunningham Jonathan
Keywords: Heart failure, Acute heart failure, Natural language processing, Artificial Intelligence, Clinical trials
03 : 29 PM
Association Between Exposure to Toxic Release Inventory Facilities and Hypertrophic Cardiomyopathy Prevalence in Maryland
Mohammadiarvejeh Parvin, Kshetry Pratima, Ennett Colleen, Rowin Ethan, Prohl Anna, Mccoy Rozalina, Huang Shuo Jim, Brooks Ian, Chen Shuo, Maron Martin, Maron Brad
Final Pr. ID: MP198
Authors: Mohammadiarvejeh Parvin, Kshetry Pratima, Ennett Colleen, Rowin Ethan, Prohl Anna, Mccoy Rozalina, Huang Shuo Jim, Brooks Ian, Chen Shuo, Maron Martin, Maron Brad
Keywords: Hypertrophic cardiomyopathy, Echocardiography, Natural language processing, Electronic health records (EHRs), Social determinants
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 : 57 AM
Feasibility and Utility of Large Language Models Based on DeepSeek-R1 and ChatGPT-4o for the Interpretation of Cardiac Magnetic Resonance Reports: A Real-World Pilot Study
Sa Fen
Final Pr. ID: MP1414
Authors: Sa Fen
Keywords: Natural language processing, Cardiac MRI, Artificial Intelligence, Hypertrophic cardiomyopathy, Coronary heart disease
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, Varugheese Matthew, Shin Jiyeon, Subramaniam Samantha, Stein David, St.laurent John, Mailly Charlotte, Mcpartlin Marian, Wang Fei, Oates Michael, Cannon Christopher, Scirica Benjamin, Wagholikar Kavishwar, Aronson Samuel, Blood Alexander
Final Pr. ID: 4170715
Authors: Unlu Ozan, Varugheese Matthew, Shin Jiyeon, Subramaniam Samantha, Stein David, St.laurent John, Mailly Charlotte, Mcpartlin Marian, Wang Fei, Oates Michael, Cannon Christopher, Scirica Benjamin, Wagholikar Kavishwar, Aronson Samuel, Blood Alexander
Keywords: Artificial Intelligence, Clinical trials, Heart failure, Digital Health, Natural language processing
11 : 41 AM
Optimizing the Accuracy of Natural Language Processing Models for Pulmonary Embolism Detection Through Integration with Claims Data: The PE-EHR+ Study
Rashedi Sina, Bukhari Syed, Krishnathasan Darsiya, Khairani Candrika, Bejjani Antoine, Pfeferman Mariana, Zarghami Mehrdad, Secemsky Eric, Rahaghi Farbod, Hussain Mohamad, Mojibian Hamid, Goldhaber Samuel, Zhou Li, Yang Richard, Wang Liqin, Krumholz Harlan, Piazza Gregory, Bikdeli Behnood
Final Pr. ID: MP2575
Authors: Rashedi Sina, Bukhari Syed, Krishnathasan Darsiya, Khairani Candrika, Bejjani Antoine, Pfeferman Mariana, Zarghami Mehrdad, Secemsky Eric, Rahaghi Farbod, Hussain Mohamad, Mojibian Hamid, Goldhaber Samuel, Zhou Li, Yang Richard, Wang Liqin, Krumholz Harlan, Piazza Gregory, Bikdeli Behnood
Keywords: Pulmonary embolism, Thrombosis, Natural language processing, Embolism, Research
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