Clinical

Alignment, Mining and Fusion: Representation Alignment with Hard Negative Mining and Selective Knowledge Fusion for Medical Visual Question Answering CVPR 2025 Alleviate and Mining: Rethinking Unsupervised Domain Adaptation for Mitochondria Segmentation from Pseudo-Label Perspective AAAI 2025 Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation ICCV 2025 Alzheimer’s Dementia Detection Using Perplexity from Paired Large Language Models Interspeech 2025 Alzheimer’s Disease Detection Using Co-Attention Mechanism for Acoustic and ASR-Transcribed Text Features Interspeech 2025 Am I eligible? Natural Language Inference for Clinical Trial Patient Recruitment: the Patient’s Point of View NAACL 2025 AMNCutter: Affinity-Attention-Guided Multi-View Normalized Cutter for Unsupervised Surgical Instrument Segmentation WACV 2025 A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment ACL 2025 A Multi-Agent Framework with Diagnostic Feedback for Iterative Plain Language Summary Generation from Cochrane Medical Abstracts EMNLP 2025 Analysis and Evaluation of Synthetic Data Generation in Speech Dysfluency Detection Interspeech 2025 Analyzing Gambling Addictions: A Spanish Corpus for Understanding Pathological Behavior EMNLP 2025 Anatomical Consistency and Adaptive Prior-informed Transformation for Multi-contrast MR Image Synthesis via Diffusion Model CVPR 2025 Anatomy-Guided Surface Diffusion Model for Alzheimer’s Disease Normative Modeling MIDL 2025 A Naturally Elicited Multimodal Stress Database and Speech Breathing Based Stress Detection Interspeech 2025 An Exploration of Interpretable Deep Learning Models for the Assessment of Mild Cognitive Impairment Interspeech 2025 An interpretable speech foundation model for depression detection by revealing prediction-relevant acoustic features from long speech Interspeech 2025 An LLM-based Temporal-spatial Data Generation and Fusion Approach for Early Detection of Late Onset Alzheimer’s Disease (LOAD) Stagings Especially in Chinese and English-speaking Populations EMNLP 2025 AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation ACL 2025 Anne Rowling Neurological Speech Corpus: clinically annotated longitudinal dataset for developing speech biomarkers in neurodegenerative disorders Interspeech 2025 Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation CVPR 2025 An OpenMind for 3D Medical Vision Self-supervised Learning ICCV 2025 A Novel GNN Framework Integrating Neuroimaging and Behavioral Information to Understand Adolescent Psychiatric Disorders MIDL 2025 A Parallel Network for LRCT Segmentation and Uncertainty Mitigation with Fuzzy Sets UAI 2025 A Preliminary Study on NLP-Based Personalized Support for Type 1 Diabetes Management NAACL 2025 A real-time MRI study on asymmetry in velum dynamics during VCV production with nasal sounds Interspeech 2025