Healthcare & Medicine

Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI Segmentation MIDL 2025 Data Augmentation for Medical Imaging: Counterfactual Simulation of Acquisition Parameters via Conditional Diffusion Model MIDL 2025 Data-Constrained Synthesis of Training Data for De-Identification ACL 2025 Data-Efficient Automatic Prompt Optimization for Memory-Enhanced Conversational Agents EMNLP 2025 DataHacks at PerAnsSumm 2025: LoRA-Driven Prompt Engineering for Perspective Aware Span Identification and Summarization NAACL 2025 Datasets for Depression Modeling in Social Media: An Overview NAACL 2025 DDGIP: Radiology Report Generation Through Disease Description Graph and Informed Prompting NAACL 2025 DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration EMNLP 2025 DDxTutor: Clinical Reasoning Tutoring System with Differential Diagnosis-Based Structured Reasoning ACL 2025 Debiased Curriculum Adaptation for Safe Transfer Learning in Chest X-ray Classification ICCV 2025 Decision Theoretic Foundations for Conformal Prediction: Optimal Uncertainty Quantification for Risk-Averse Agents ICML 2025 Decode Like a Clinician: Enhancing LLM Fine-Tuning with Temporal Structured Data Representation IJCNLP 2025 Decoding Alzheimer’s: Interpretable Visual and Logical Attention in Picture Description Tasks Interspeech 2025 Decoding Semantic Representations in the Brain Under Language Stimuli with Large Language Models COLING 2025 Decoding Speaker-Normalized Pitch from EEG for Mandarin Perception Interspeech 2025 DeCorrNet: Enhancing Neural Decoding Performance by Eliminating Correlations in Noise AAAI 2025 DECT: Harnessing LLM-assisted Fine-Grained Linguistic Knowledge and Label-Switched and Label-Preserved Data Generation for Diagnosis of Alzheimer’s Disease AAAI 2025 DeepCA: Deep Learning-Based 3D Coronary Artery Tree Reconstruction from Two 2D Non-Simultaneous X-ray Angiography Projections WACV 2025 Deep Hierarchies and Invariant Disease-Indicative Feature Learning for Computer Aided Diagnosis of Multiple Fundus Diseases AAAI 2025 DeepWell-Adol: A Scalable Expert-Based Dialogue Corpus for Adolescent Positive Mental Health and Wellbeing Promotion EMNLP 2025 DeformCL: Learning Deformable Centerline Representation for Vessel Extraction in 3D Medical Image CVPR 2025 DeFusion: An Effective Decoupling Fusion Network for Multi-Modal Pregnancy Prediction MIDL 2025 Déjà Vu? Decoding Repeated Reading from Eye Movements ACL 2025 Delta-KNN: Improving Demonstration Selection in In-Context Learning for Alzheimer’s Disease Detection ACL 2025 Dementia Through Different Eyes: Explainable Modeling of Human and LLM Perceptions for Early Awareness EMNLP 2025