Clinical

Multimodal Speech, Language and Orofacial Analysis for Remote Assessment of Positive, Negative and Cognitive Symptoms in Schizophrenia Interspeech 2025 Multi-modal Vision Pre-training for Medical Image Analysis CVPR 2025 MultiMorph: On-demand Atlas Construction CVPR 2025 MultiMSD: A Corpus for Multilingual Medical Text Simplification from Online Medical References ACL 2025 Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation CVPR 2025 Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties CVPR 2025 Multi-to-Single: Reducing Multimodal Dependency in Emotion Recognition Through Contrastive Learning AAAI 2025 MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance ICCV 2025 Multi-view Evidential Learning-based Medical Image Segmentation AAAI 2025 MuTri: Multi-view Tri-alignment for OCT to OCTA 3D Image Translation CVPR 2025 MVP: Multi-source Voice Pathology detection Interspeech 2025 Named Entity Inference Attacks on Clinical LLMs: Exploring Privacy Risks and the Impact of Mitigation Strategies NAACL 2025 Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review ACL 2025 Navigating Ethical Challenges in NLP: Hands-on strategies for students and researchers ACL 2025 NCAdapt: Dynamic Adaptation with Domain-Specific Neural Cellular Automata for Continual Hippocampus Segmentation WACV 2025 Needles & Haystacks: Dataset and Benchmark for Domain-Agnostic Image-Based Rigid Slice-to-Volume Registration WACV 2025 NestedMorph: Enhancing Deformable Medical Image Registration with Nested Attention Mechanisms WACV 2025 Network of acoustic characteristics for the automatic detection of suicide risk from speech. Contribution to the 2025 SpeechWellness challenge by the Semawave team Interspeech 2025 Neural at ArchEHR-QA 2025: Agentic Prompt Optimization for Evidence-Grounded Clinical Question Answering ACL 2025 NeuralCohort: Cohort-aware Neural Representation Learning for Healthcare Analytics ICML 2025 Neural fields for tissue attenuation curve reconstruction in sparsely sampled time-resolved CT MIDL 2025 Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction ICCV 2025 NeuroTree: Hierarchical Functional Brain Pathway Decoding for Mental Health Disorders ICML 2025 NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning ACL 2025 nnWNet: Rethinking the Use of Transformers in Biomedical Image Segmentation and Calling for a Unified Evaluation Benchmark CVPR 2025