Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models Paper • 2310.16570 • Published Oct 25, 2023
Less Finetuning, Better Retrieval: Rethinking LLM Adaptation for Biomedical Retrievers via Synthetic Data and Model Merging Paper • 2602.04731 • Published Feb 4
Automatic Fine-grained Segmentation-assisted Report Generation Paper • 2507.16623 • Published Jul 22, 2025
Towards Conditioning Clinical Text Generation for User Control Paper • 2502.17571 • Published Feb 24, 2025
MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters Paper • 2502.03298 • Published Feb 5, 2025
A Second Look on BASS -- Boosting Abstractive Summarization with Unified Semantic Graphs -- A Replication Study Paper • 2403.02930 • Published Mar 25, 2024
Investigating the Impact of Randomness on Reproducibility in Computer Vision: A Study on Applications in Civil Engineering and Medicine Paper • 2410.02806 • Published Sep 19, 2024
Configurable Clinical Information Extraction with Agentic RAG: What Works, What Breaks, and Why Paper • 2606.19602 • Published 22 days ago • 4
Configurable Clinical Information Extraction with Agentic RAG: What Works, What Breaks, and Why Paper • 2606.19602 • Published 22 days ago • 4
CLUE: A Clinical Language Understanding Evaluation for LLMs Paper • 2404.04067 • Published Apr 5, 2024
ACI-BENCH: a Novel Ambient Clinical Intelligence Dataset for Benchmarking Automatic Visit Note Generation Paper • 2306.02022 • Published Jun 3, 2023 • 1
ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset Paper • 2405.10004 • Published May 16, 2024 • 1
MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging Paper • 2410.06542 • Published Oct 9, 2024
A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment Paper • 2505.10717 • Published May 15, 2025 • 5
Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications Paper • 2507.05517 • Published Jul 7, 2025