Evaluating Large Language Models for Automated Clinical Abstraction in Pulmonary Embolism Registries: Performance Across Model Sizes, Versions, and Parameters
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Alwakeel, Mahmoud, Buck, Emory, Martin, Jonathan G., Aslam, Imran, Rajagopal, Sudarshan, Pei, Jian, Podgoreanu, Mihai V., Lindsell, Christopher J., Wong, An-Kwok Ian |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Performance of Large Language Models in Answering Critical Care Medicine Questions
par: Alwakeel, Mahmoud, et autres
Publié: (2025)
par: Alwakeel, Mahmoud, et autres
Publié: (2025)
Predicting Antibiotic Resistance Patterns Using Sentence-BERT: A Machine Learning Approach
par: Alwakeel, Mahmoud, et autres
Publié: (2025)
par: Alwakeel, Mahmoud, et autres
Publié: (2025)
Diagnostic Performance of Quantitative Computed Tomography Pulmonary Angiography Parameters in Patients With Pulmonary Embolism
par: Shahab Abdi, et autres
Publié: (2025)
par: Shahab Abdi, et autres
Publié: (2025)
Pulmonary Embolism as a Cause of Death in Lung Transplant Recipients: Data From a Nationwide Registry
par: Hye Sung Kim, et autres
Publié: (2025)
par: Hye Sung Kim, et autres
Publié: (2025)
Automated Sonographic Detection of Pulmonary Embolism Using Machine Learning Algorithm
Publié: (2025)
Publié: (2025)
EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language Models
par: Matos, João, et autres
Publié: (2024)
par: Matos, João, et autres
Publié: (2024)
A New Technique for Mechanical Thrombectomy in Patients With Acute Pulmonary Embolism: A Case Series
par: Marwan S. Mahmoud, et autres
Publié: (2025)
par: Marwan S. Mahmoud, et autres
Publié: (2025)
Severe Hypoxemia in Acute Pulmonary Embolism
par: Amichai Gutgold, et autres
Publié: (2025)
par: Amichai Gutgold, et autres
Publié: (2025)
Leukocyte Count as an In‐Hospital Prognostic Indicator in Acute Pulmonary Embolism: Evidence From a Registry Study and Genetic Analyses
par: Shuai Zhang, et autres
Publié: (2025)
par: Shuai Zhang, et autres
Publié: (2025)
Evaluating LLMs in Medicine: A Call for Rigor, Transparency
par: Alwakeel, Mahmoud, et autres
Publié: (2025)
par: Alwakeel, Mahmoud, et autres
Publié: (2025)
Real World Practices of Interhospital Transfer in Pulmonary Embolism: A Pulmonary Embolism Response Teams Consortium Observational Study
par: Ka U. Lio, et autres
Publié: (2025)
par: Ka U. Lio, et autres
Publié: (2025)
Possible Sizes of Sumsets
par: Rajagopal, Isaac
Publié: (2025)
par: Rajagopal, Isaac
Publié: (2025)
Management of Presumed Pulmonary Embolism With Normotensive Shock
par: Samuel G. Rouleau, et autres
Publié: (2026)
par: Samuel G. Rouleau, et autres
Publié: (2026)
Profoundly Delayed Emergence due to Pulmonary Embolism
par: Allison Steinauer, et autres
Publié: (2025)
par: Allison Steinauer, et autres
Publié: (2025)
Influence of Seasons on the Management and Outcomes of Pulmonary Embolism
par: Mridul Bansal, et autres
Publié: (2026)
par: Mridul Bansal, et autres
Publié: (2026)
Practice Variations in the Diagnosis and Treatment of Pulmonary Embolism
par: Devesh Thakkar, et autres
Publié: (2024)
par: Devesh Thakkar, et autres
Publié: (2024)
X-ray2CTPA: Leveraging Diffusion Models to Enhance Pulmonary Embolism Classification
par: Cahan, Noa, et autres
Publié: (2024)
par: Cahan, Noa, et autres
Publié: (2024)
Choosing the Right Tool: Comparing Risk Stratification Models in Intermediate‐Risk Pulmonary Embolism
par: Robert S. Zhang, et autres
Publié: (2025)
par: Robert S. Zhang, et autres
Publié: (2025)
Percutaneous Pulmonary Artery Mechanical Thrombectomy for the Treatment of Patients With Acute Pulmonary Embolism
par: Li-ping Jiang, et autres
Publié: (2025)
par: Li-ping Jiang, et autres
Publié: (2025)
Pediatric Behçet's Disease With Pulmonary Embolism, Pulmonary Artery Aneurysm and Multisite Thrombosis
par: Muhammed Tekinhatun, et autres
Publié: (2026)
par: Muhammed Tekinhatun, et autres
Publié: (2026)
Human-AI Collaboration in Radiology: The Case of Pulmonary Embolism
par: Goldsmith-Pinkham, Paul, et autres
Publié: (2026)
par: Goldsmith-Pinkham, Paul, et autres
Publié: (2026)
Paraneoplastic Pulmonary Embolism Revealing Metastatic Uterine Carcinosarcoma
par: Elias Tayar, et autres
Publié: (2026)
par: Elias Tayar, et autres
Publié: (2026)
Advancements in Computed Tomography Angiography for Pulmonary Embolism Assessment
par: Ludovica R. M. Lanzafame, et autres
Publié: (2025)
par: Ludovica R. M. Lanzafame, et autres
Publié: (2025)
A Nomogram for Predicting Pulmonary Embolism in Silicosis Patients
par: Jiaqing Zhou, et autres
Publié: (2025)
par: Jiaqing Zhou, et autres
Publié: (2025)
Rethinking Pulmonary Embolism Segmentation: A Study of Current Approaches and Challenges with an Open Weight Model
par: Zhang, Yixin, et autres
Publié: (2025)
par: Zhang, Yixin, et autres
Publié: (2025)
Mortality Prediction of Pulmonary Embolism Patients with Deep Learning and XGBoost
par: Tur, Yalcin, et autres
Publié: (2024)
par: Tur, Yalcin, et autres
Publié: (2024)
Prognostic Impact of the Atrial Fibrillation Burden in Patients With Pulmonary Embolism
par: Zhijun Lei, et autres
Publié: (2026)
par: Zhijun Lei, et autres
Publié: (2026)
Cardiopulmonary Exercise Testing With Simultaneous Echocardiography After Pulmonary Embolism
par: Karys Khilzi, et autres
Publié: (2025)
par: Karys Khilzi, et autres
Publié: (2025)
A Unified Perspective for Learning Graph Representations Across Multi-Level Abstractions
par: Amar, Mohamed Mahmoud, et autres
Publié: (2026)
par: Amar, Mohamed Mahmoud, et autres
Publié: (2026)
Dilemma Diagnosis Between Pulmonary Embolism and Amniotic Fluid Embolism During First Stage of Labor—A Case Report
par: Kristina Killinger, et autres
Publié: (2024)
par: Kristina Killinger, et autres
Publié: (2024)
A Patient-Specific Pulmonary Arterial Tree Digital Twin to Extract Pulmonary Embolism Biomarkers
par: Ligneris, Morgane des, et autres
Publié: (2026)
par: Ligneris, Morgane des, et autres
Publié: (2026)
Rapid and reliable detection of microplastics in drinking water using fluorescence microscopy
par: Aslam, Imran, et autres
Publié: (2024)
par: Aslam, Imran, et autres
Publié: (2024)
Using Large Language Models for Abstraction of Planning Domains - Extended Version
par: Banihashemi, Bita, et autres
Publié: (2025)
par: Banihashemi, Bita, et autres
Publié: (2025)
Hemodynamic Deterioration in Acute Pulmonary Embolism: A Clinical Case Report
par: Cookey SN, et autres
Publié: (2025)
par: Cookey SN, et autres
Publié: (2025)
What Matters for Prediction? Leukocyte Count and Risk Stratification in Pulmonary Embolism
par: Laura Jayne Bonnett, et autres
Publié: (2026)
par: Laura Jayne Bonnett, et autres
Publié: (2026)
Importance of the Study of the Right Heart Chambers in Symptomatic Acute Pulmonary Embolism
par: Nuria Rodríguez‐Núñez, et autres
Publié: (2025)
par: Nuria Rodríguez‐Núñez, et autres
Publié: (2025)
Economic Analysis of Catheter‐Directed Thrombolysis for Intermediate‐Risk Pulmonary Embolism
par: Elina Pliakos, et autres
Publié: (2024)
par: Elina Pliakos, et autres
Publié: (2024)
Septic Pulmonary Embolism Caused by Odontogenic Infection: A Case Report
par: Chiho Hiraga, et autres
Publié: (2026)
par: Chiho Hiraga, et autres
Publié: (2026)
Physician Survey on the Management of Pulmonary Embolism in Pregnancy: Need for Guidance and Training
par: Giulia Simini, et autres
Publié: (2025)
par: Giulia Simini, et autres
Publié: (2025)
Clozapine‐Associated Pulmonary Embolism: Continuation of Clozapine Therapy With Concurrent Anticoagulation
par: M. R. Jahangir, et autres
Publié: (2026)
par: M. R. Jahangir, et autres
Publié: (2026)
Documents similaires
-
Performance of Large Language Models in Answering Critical Care Medicine Questions
par: Alwakeel, Mahmoud, et autres
Publié: (2025) -
Predicting Antibiotic Resistance Patterns Using Sentence-BERT: A Machine Learning Approach
par: Alwakeel, Mahmoud, et autres
Publié: (2025) -
Diagnostic Performance of Quantitative Computed Tomography Pulmonary Angiography Parameters in Patients With Pulmonary Embolism
par: Shahab Abdi, et autres
Publié: (2025) -
Pulmonary Embolism as a Cause of Death in Lung Transplant Recipients: Data From a Nationwide Registry
par: Hye Sung Kim, et autres
Publié: (2025) -
Automated Sonographic Detection of Pulmonary Embolism Using Machine Learning Algorithm
Publié: (2025)