Healthcare & Medicine

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 Neuron Platonic Intrinsic Representation From Dynamics Using Contrastive Learning ICLR 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 Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation CVPR 2025 Normal and Abnormal Pathology Knowledge-Augmented Vision-Language Model for Anomaly Detection in Pathology Images ICCV 2025 Not What the Doctor Ordered: Surveying LLM-based De-identification and Quantifying Clinical Information Loss EMNLP 2025 NSD-Imagery: A Benchmark Dataset for Extending fMRI Vision Decoding Methods to Mental Imagery CVPR 2025 NurseLLM: The First Specialized Language Model for Nursing EMNLP 2025 OccuTriage: An AI Agent Orchestration Framework for Occupational Health Triage Prediction ACL 2025 ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry Staining CVPR 2025