Latest Research in Machine Learning
12 research papers · 2026 median publication year
Top Research Topics in Machine Learning
- Artificial Intelligence — 3 papers
- Computer Vision and Pattern Recognition — 3 papers
- Computation and Language — 3 papers
- Machine Learning — 1 papers
- Artificial Intelligence in Healthcare and Education — 1 papers
- Multimodal Machine Learning Applications — 1 papers
Highest-Cited Papers
- Pretrained Medical Representations for the Practical Screening of Drug Repositioning Candidates
- Guideline-grounded retrieval-augmented generation for ophthalmic clinical decision support
- AgenTeeth: A Model-Agnostic Framework for Suppressing Hallucination in Frozen Vision-Language Models on Dental X-Rays via Tool Evidence Injection
- Option-Aware Retrieval and Task-Specific VLM Adaptation for Medical VQA
- Iterative Multimodal Retrieval-Augmented Generation for Medical Question Answering
- Slot2Text: Object-Centric Visual Tokenization for Efficient and Spatially Traceable Surgical MLLMs
- Where Does the Signal Live? A Web Data Recipe for Medical Encoder Pretraining
- Separating Capability from Confidence: Grounded Dual-State Calibration for GRPO-Trained Medical Vision-Language Models
- MedWER: A Reproducible, Model-Free Evaluation Protocol for Medical Speech Recognition
- The illusion of clinical reasoning: a benchmark reveals the pervasive gap in vision-language models for clinical competency
- Clinical Reasoning Under a Partially Observed Objective in Cone Beam CT Report Generation
- SurgAnt-ViVQA: learning to anticipate surgical events through GRU-driven temporal cross-attention