Sage Journals: Discover world-class research

Retricted access

Research article

First published 2026-2

Evaluating Multimodal LLMs for Information Extraction from Oncology Reports Requires a Clinically Curated Ground Truth—Two-Phase Evaluation of GPT-4.1 versus GPT-4.0

Arturo Loaiza-Bonilla, Nikhil G. Thaker, Ertugrul Tuysuz [...]

AI in Precision Oncology

Open access

Research article

First published 2025

Balancing Model Complexity and Clinical Deployability in Deep Learning for Sociodemographic Information Extraction

Rawan Abulibdeh, Karen Tu, Ervin Sejdić

Journal of Primary Care & Community Health

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Research article

First published 2013-09

Information Extraction for Tracking Liver Cancer Patients' Statuses: From Mixture of Clinical Narrative Report Types

Xiao-Ou Ping, Yi-Ju Tseng, Yufang Chung [...]

Telemedicine and e-Health

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Research article

First published 2026-2

Clinical notes classification system for automated identification of diabetic patients: Hybrid approach integrating rules,information extraction and machine learning

Jonathan Zavala-Díaz, Juan C. Olivares-Rojas, José A. Gutiérrez-Gnecchi [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Open access

Research article

First published 2025

Clinical reasoning from real-world oncology reports using large language models

Jun Hyeong Park, Seonhwa Kim, Jaesung Heo

DIGITAL HEALTH

Open access

Research article

First published 2023-4

Programming techniques for improving rule readability for rule-based information extraction natural language processing pipelines of unstructured and semi-structured medical texts

Nektarios Ladas, Florian Borchert, Stefan Franz [...]

Health Informatics Journal

Open access

Research article

First published 2026-1

Rule-based natural language processing to extract clinical trial and research study enrollment history from unstructured notes

Sergey D. Goryachev, Julie Tsu-Yu Wu, Eric Lin [...]

Health Informatics Journal

Open access

Research article

First published 2024

Clinical concept annotation with contextual word embedding in active transfer learning environment

Asim Abbas, Mark Lee, Niloofer Shanavas [...]

DIGITAL HEALTH

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Research article

First published 2013-12

Automated determination of metastases in unstructured radiology reports for eligibility screening in oncology clinical trials

Valentina I Petkov, Lynne T Penberthy, Bassam A Dahman [...]

Experimental Biology and Medicine

Open access

Research article

First published 2025-7

An innovative X-RAG technique combined with GPT-4o for summarizing medical information from EHR and EMR to assist doctors in clinical decision-making effectively and efficiently

Jhing-Fa Wang, Che-Chuan Chang, Te-Ming Chiang [...]

Health Informatics Journal

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