Evaluation Methods for Inference-Time Retrieval-Augmented and Graph Retrieval-Augmented Large Language Models in Health Care: Scoping Review. [PDF]
Zhao Y +5 more
europepmc +1 more source
Effects of Model Choice, Corpus Context, and Post Hoc Correction on Layer-Level Embedding Degradation in Clinical Document Retrieval: Experimental Study. [PDF]
Mikkelsen Y.
europepmc +1 more source
Evaluating Retrieval-Augmented Large Language Models on Anesthesiology Board-Style Questions: Benchmark Study. [PDF]
Phuong NQ, Ruan SJ, Chen PF.
europepmc +1 more source
Models for multimedia information retrieval
The paper critically reviews some of the main drawbacks of existing document retrieval systems and identifies a set of requirements for advanced multimedia document retrieval systems.
Thanos C, Meghini C, Rabitti F
core
Dual-Source Retrieval-Augmented Generation Chatbot for Women's Health (HerCare): Design and Multimethod Evaluation Study. [PDF]
Zaman KT, Hasan WU, Ahmed N, Li J.
europepmc +1 more source
Evaluation of a Retrieval-Augmented Generation-Based Large Language Model for Evidence-Based Herb and Supplement Information in Cancer Care. [PDF]
Hou YN +5 more
europepmc +1 more source
Development and Usability Assessment of a Health Education Conversational Agent for Patients With Gastric Cancer: Action Research Study. [PDF]
Kang Y +8 more
europepmc +1 more source
Large Language Model-Based Clinical Decision Support for Antibiotic Selection and Dose Recommendation in Hospitalized Patients With Pneumonia: Multicenter Retrospective Study. [PDF]
Zhang Y +9 more
europepmc +1 more source
A Multiassessment and Multiprofessional Agents Approach for Medical Chatbot Risk Estimation: Development and Evaluation Study. [PDF]
Tamayo LPV +4 more
europepmc +1 more source
Fine-Tuning, Retrieval-Augmented Generation, and Hybrid Adaptation of Language Models for Clinical Decision-Making in Health Care: Systematic Review. [PDF]
Patel A +5 more
europepmc +1 more source

