Healthcare & Medicine

DUSTED: Dual-Attention Enhanced Spatial Transcriptomics Denoiser AAAI 2025 Dynamical Modeling of Behaviorally Relevant Spatiotemporal Patterns in Neural Imaging Data ICML 2025 Dynamics-Based Feature Augmentation of Graph Neural Networks for Variant Emergence Prediction AAAI 2025 EAGLE: Expert-Guided Self-Enhancement for Preference Alignment in Pathology Large Vision-Language Model ACL 2025 EchoDFKD: Data-Free Knowledge Distillation for Cardiac Ultrasound Segmentation using Synthetic Data WACV 2025 EchoGPT: An Interactive Cardiac Function Assessment Model for Echocardiogram Videos IJCAI 2025 EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance CVPR 2025 EEG-based Voice Conversion : Hearing the Voice of Your Brain Interspeech 2025 EEGMirror: Leveraging EEG Data in the Wild via Montage-Agnostic Self-Supervision for EEG to Video Decoding ICCV 2025 Effective Disjoint Representational Learning for Anatomical Segmentation MIDL 2025 Effective Multi-Task Learning for Biomedical Named Entity Recognition ACL 2025 Effect of physical exercise on voice in people living with COPD Interspeech 2025 Efficient and Robust Semi-supervised Estimation of Average Treatment Effect with Partially Annotated Treatment and Response JMLR 2025 Efficient and Robust Transfer Learning of Optimal Individualized Treatment Regimes with Right-Censored Survival Data JMLR 2025 Efficient Noise Calculation in Deep Learning-based MRI Reconstructions ICML 2025 Efficient Subsampling for GNN Downstream Tasks ACML 2025 Egocentric Speaker Classification in Child-Adult Dyadic Interactions: From Sensing to Computational Modeling Interspeech 2025 egoPPG: Heart Rate Estimation from Eye-Tracking Cameras in Egocentric Systems to Benefit Downstream Vision Tasks ICCV 2025 ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain COLING 2025 Electromyography-Informed Facial Expression Reconstruction for Physiological-Based Synthesis and Analysis CVPR 2025 EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety EMNLP 2025 Emotion-Guided Graph Attention Networks for Speech-Based Depression Detection under Emotion-Inducting Tasks Interspeech 2025 Empirical Analysis of Scaling Vision Foundation Models for Chest X-rays MIDL 2025 EmplifAI: a Fine-grained Dataset for Japanese Empathetic Medical Dialogues in 28 Emotion Labels IJCNLP 2025 Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications EMNLP 2025