Healthcare & Medicine

Causal Representation Learning from Multimodal Clinical Records under Non-Random Modality Missingness EMNLP 2025 Causal Tree Extraction from Medical Case Reports: A Novel Task for Experts-like Text Comprehension EMNLP 2025 Cause-Effect Driven Optimization for Robust Medical Visual Question Answering with Language Biases IJCAI 2025 CEMIL: Contextual Attention Based Efficient Weakly Supervised Approach for Histopathology Image Classification WACV 2025 Censor Dependent Variational Inference ICML 2025 Certification for Differentially Private Prediction in Gradient-Based Training ICML 2025 CFD: Learning Generalized Molecular Representation via Concept-Enhanced Feedback Disentanglement ICLR 2025 CFiCS: Graph-Based Classification of Common Factors and Microcounseling Skills NAACL 2025 Chest-OMDL: Organ-specific Multidisease Detection and Localization in Chest Computed Tomography using Weakly Supervised Deep Learning from Free-text Radiology Report MIDL 2025 CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback ACL 2025 CheXwhatsApp: A Dataset for Exploring Challenges in the Diagnosis of Chest X-rays through Mobile Devices CVPR 2025 CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning CVPR 2025 CIOL at CLPsych 2025: Using Large Lanuage Models for Understanding and Summarizing Clinical Texts NAACL 2025 CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning AAAI 2025 CLARITY: Clinical Assistant for Routing, Inference, and Triage EMNLP 2025 Classification of High-dimensional Time Series in Spectral Domain Using Explainable Features with Applications to Neuroimaging Data AISTATS 2025 Classifying Copy Number Variations Using State Space Modeling of Targeted Sequencing Data: A Case Study in Thalassemia MLHC 2025 CLIMB: Data Foundations for Large Scale Multimodal Clinical Foundation Models ICML 2025 Clinical Annotations for Automatic Stuttering Severity Assessment Interspeech 2025 ClinicalRAG: Automating Pharmaceutical Label Quality Control with Hierarchical RAG and Large Language Models AAAI 2025 Clinicians’ Voice: Fundamental Considerations for XAI in Healthcare MLHC 2025 CliniDial: A Naturally Occurring Multimodal Dialogue Dataset for Team Reflection in Action During Clinical Operation ACL 2025 ClinStructor: AI-Powered Structuring of Unstructured Clinical Texts IJCNLP 2025 CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss CVPR 2025 CMedCalc-Bench: A Fine-Grained Benchmark for Chinese Medical Calculations in LLM EMNLP 2025