Medical AI

SpeechMedAssist: Efficiently and Effectively Adapting Speech Language Models for Medical Consultation ACL 2026 SurgCoT: Advancing Spatiotemporal Reasoning in Surgical Videos through a Chain-of-Thought Benchmark CVPR 2026 TAMER: A Tri-Modal Contrastive Alignment and Multi-Scale Embedding Refinement Framework for Zero-Shot ECG Diagnosis CVPR 2026 Test-Time Scaling in Clinical Decision Making MIDL 2026 Text-Attributed Knowledge Graph Enrichment with Large Language Models for Medical Concept Representation ACL 2026 Tonal Salience in Cognitive Decline: In-Context MCI Detection with Multimodal LLMs ACL 2026 Toward Generalizable Whole Brain Representations with High-Resolution Light-Sheet Data CVPR 2026 Towards Efficient Medical Reasoning with Minimal Fine-Tuning Data CVPR 2026 Towards Explainable Diagnosis: A Self-learned Explanatory Knowledge Base Approach ACL 2026 TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition CVPR 2026 Validating the Benefit of Combining Imaging and Clinical Data for Ischemic Stroke Outcome Prediction MIDL 2026 Virtual-Eyes: Quantitative Validation of a Lung CT Quality-Control Pipeline for Foundation-Model Cancer Risk Prediction MIDL 2026 When Correct Beliefs Collapse: Epistemic Resilience of LLMs under Clinical Pressure ACL 2026 X-PCR: A Benchmark for Cross-modality Progressive Clinical Reasoning in Ophthalmic Diagnosis CVPR 2026 3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection EMNLP 2025 4D-VQ-GAN: A World Model for Synthesizing Medical Scans at Any Time Point for Personalized Disease Progression Modeling of Idiopathic Pulmonary Fibrosis MIDL 2025 A Cascaded Multimodal Framework for Automatic Social Communication Severity Assessment in Children with Autism Spectrum Disorder Interspeech 2025 Accessible Delivery of Visual-Acoustic Biofeedback for Speech Sound Disorder Interspeech 2025 Accessible Real-time Eye-gaze Tracking for Neurocognitive Health Assessment: A Multimodal Web-based Approach Interspeech 2025 A Chinese Heart Failure Status Speech Database with Universal and Personalised Classification Interspeech 2025 ActiveHAI: Active Collection Based Human-AI Diagnosis with Limited Expert Predictions IJCAI 2025 AdaBioBERT: Adaptive Token Sequence Learning for Biomedical Named Entity Recognition ACL 2025 Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees’ Dialogue to Facilitate Nurse Communication Training ACL 2025 ADCeleb: A Longitudinal Speech Dataset from Public Figures for Early Detection of Alzheimer’s Disease Interspeech 2025 Addressing Task Conflicts in Stuttering Detection via MMoE-Based Multi-Task Learning Interspeech 2025