paper_collection
updated
DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language
Models
Paper
• 2505.14107
• Published • 1
Sequential Diagnosis with Language Models
Paper
• 2506.22405
• Published
Memorize and Rank: Elevating Large Language Models for Clinical
Diagnosis Prediction
Paper
• 2501.17326
• Published
Exploring the Inquiry-Diagnosis Relationship with Advanced Patient
Simulators
Paper
• 2501.09484
• Published • 19
Beacon: Single-Turn Diagnosis and Mitigation of Latent Sycophancy in
Large Language Models
Paper
• 2510.16727
• Published • 2
Rare Disease Differential Diagnosis with Large Language Models at Scale:
From Abdominal Actinomycosis to Wilson's Disease
Paper
• 2502.15069
• Published • 2
An Agentic System for Rare Disease Diagnosis with Traceable Reasoning
Paper
• 2506.20430
• Published • 8
A Specialized Large Language Model for Clinical Reasoning and Diagnosis in Rare Diseases
Paper
• 2511.14638
• Published
MMRareBench: A Rare-Disease Multimodal and Multi-Image Medical Benchmark
Paper
• 2604.10755
• Published
CaseReportBench: An LLM Benchmark Dataset for Dense Information
Extraction in Clinical Case Reports
Paper
• 2505.17265
• Published • 2
Eliciting Medical Reasoning with Knowledge-enhanced Data Synthesis: A Semi-Supervised Reinforcement Learning Approach
Paper
• 2604.11547
• Published • 5
CUPCase: Clinically Uncommon Patient Cases and Diagnoses Dataset
Paper
• 2503.06204
• Published
From Knowledge to Treatment: Large Language Model Assisted Biomedical
Concept Representation for Drug Repurposing
Paper
• 2510.12181
• Published
ECG-Expert-QA: A Benchmark for Evaluating Medical Large Language Models in Heart Disease Diagnosis
Paper
• 2502.17475
• Published
Interpretable graph-based models on multimodal biomedical data
integration: A technical review and benchmarking
Paper
• 2505.01696
• Published