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TitleStatusHype
Biomed-Enriched: A Biomedical Dataset Enriched with LLMs for Pretraining and Extracting Rare and Hidden Content—0
Gazal-R1: Achieving State-of-the-Art Medical Reasoning with Parameter-Efficient Two-Stage Training—0
LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing—0
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards—0
Instruction Tuning and CoT Prompting for Contextual Medical QA with LLMs—0
Med-REFL: Medical Reasoning Enhancement via Self-Corrected Fine-grained ReflectionCode0
Enabling On-Device Medical AI Assistants via Input-Driven Saliency Adaptation—0
Second Opinion Matters: Towards Adaptive Clinical AI via the Consensus of Expert Model Ensemble—0
WiNGPT-3.0 Technical ReportCode0
TAGS: A Test-Time Generalist-Specialist Framework with Retrieval-Augmented Reasoning and VerificationCode0
Synthetic Data RL: Task Definition Is All You NeedCode2
MedCaseReasoning: Evaluating and learning diagnostic reasoning from clinical case reportsCode1
Disentangling Reasoning and Knowledge in Medical Large Language Models—0
What Does Neuro Mean to Cardio? Investigating the Role of Clinical Specialty Data in Medical LLMs—0
A False Sense of Privacy: Evaluating Textual Data Sanitization Beyond Surface-level Privacy Leakage—0
CliniChat: A Multi-Source Knowledge-Driven Framework for Clinical Interview Dialogue Reconstruction and Evaluation—0
Evaluation of the phi-3-mini SLM for identification of texts related to medicine, health, and sports injuries—0
Susceptibility of Large Language Models to User-Driven Factors in Medical Queries—0
Bias Evaluation and Mitigation in Retrieval-Augmented Medical Question-Answering Systems—0
MDTeamGPT: A Self-Evolving LLM-based Multi-Agent Framework for Multi-Disciplinary Team Medical Consultation—0
Correctness Coverage Evaluation for Medical Multiple-Choice Question Answering Based on the Enhanced Conformal Prediction Framework—0
Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision SupportCode2
AutoMedPrompt: A New Framework for Optimizing LLM Medical Prompts Using Textual Gradients—0
Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge—0
OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning—0
CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering—0
MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding—0
O1 Replication Journey -- Part 3: Inference-time Scaling for Medical ReasoningCode1
LLM-MedQA: Enhancing Medical Question Answering through Case Studies in Large Language Models—0
AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset—0
MMDS: A Multimodal Medical Diagnosis System Integrating Image Analysis and Knowledge-based Departmental Consultation—0
IMAS: A Comprehensive Agentic Approach to Rural Healthcare DeliveryCode0
MedMobile: A mobile-sized language model with expert-level clinical capabilitiesCode0
MedQA-CS: Benchmarking Large Language Models Clinical Skills Using an AI-SCE FrameworkCode1
DoPAMine: Domain-specific Pre-training Adaptation from seed-guided data Mining—0
A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?—0
Reliable and diverse evaluation of LLM medical knowledge mastery—0
Eir: Thai Medical Large Language Models—0
DiversityMedQA: Assessing Demographic Biases in Medical Diagnosis using Large Language Models—0
Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up QuestionsCode4
Language Models are Surprisingly Fragile to Drug Names in Biomedical BenchmarksCode0
MultifacetEval: Multifaceted Evaluation to Probe LLMs in Mastering Medical KnowledgeCode0
MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering—0
Superhuman performance in urology board questions by an explainable large language model enabled for context integration of the European Association of Urology guidelines: the UroBot study—0
MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical ReasoningCode1
AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments—0
Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents—0
Capabilities of Gemini Models in Medicine—0
Assessing The Potential Of Mid-Sized Language Models For Clinical QA—0
LM^2: A Simple Society of Language Models Solves Complex ReasoningCode0
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