Clinical

TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model CVPR 2025 TopoTTA: Topology-Enhanced Test-Time Adaptation for Tubular Structure Segmentation ICCV 2025 Toward Fair and Accurate Cross-Domain Medical Image Segmentation: A VLM-Driven Active Domain Adaptation Paradigm ICCV 2025 Toward Reliable Clinical Coding with Language Models: Verification and Lightweight Adaptation EMNLP 2025 Towards AI-Assisted Psychotherapy: Emotion-Guided Generative Interventions EMNLP 2025 Towards All-in-One Medical Image Re-Identification CVPR 2025 Towards atypical speech transcription using LLM-based ASR Interspeech 2025 Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models NAACL 2025 Towards Knowledge-Guided Biomedical Lay Summarization using Large Language Models NAACL 2025 Towards Machine Unlearning for Paralinguistic Speech Processing Interspeech 2025 Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications ACL 2025 Towards Pre-training an Effective Respiratory Audio Foundation Model Interspeech 2025 Towards Realistic Semi-supervised Medical Image Classification AAAI 2025 Towards Recognizing Spatial-temporal Collaboration of EEG Phase Brain Networks for Emotion Understanding IJCAI 2025 Towards Regulatory-Confirmed Adaptive Clinical Trials: Machine Learning Opportunities and Solutions AISTATS 2025 Towards Resource-Efficient Streaming of Large-Scale Medical Image Datasets for Deep Learning MIDL 2025 Towards Temporally Explainable Dysarthric Speech Clarity Assessment Interspeech 2025 Towards the Objective Characterisation of Major Depressive Disorder Using Speech Data from a 12-week Observational Study with Daily Measurements Interspeech 2025 Towards Understanding LLM-Generated Biomedical Lay Summaries NAACL 2025 TPG-INR: Target Prior-Guided Implicit 3D CT Reconstruction for Enhanced Sparse-view Imaging ICCV 2025 Tracking Life’s Ups and Downs: Mining Life Events from Social Media Posts for Mental Health Analysis ACL 2025 TracSum: A New Benchmark for Aspect-Based Summarization with Sentence-Level Traceability in Medical Domain EMNLP 2025 Training-Free Dataset Pruning for Polyp Segmentation via Community Detection in Similarity Networks MIDL 2025 Training Recurrent Neural Networks with Inherent Missing Data for Wearable Device Applications (Student Abstract) AAAI 2025 TrajSurv: Learning Continuous Latent Trajectories from Electronic Health Records for Trustworthy Survival Prediction MLHC 2025