Medical AI

Causal Identification for Complex Functional Longitudinal Studies ICLR 2025 Causal Representation Learning from Multimodal Clinical Records under Non-Random Modality Missingness EMNLP 2025 Cause-Effect Driven Optimization for Robust Medical Visual Question Answering with Language Biases IJCAI 2025 Censor Dependent Variational Inference ICML 2025 Certification for Differentially Private Prediction in Gradient-Based Training ICML 2025 CLARITY: Clinical Assistant for Routing, Inference, and Triage EMNLP 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 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 CMedCalc-Bench: A Fine-Grained Benchmark for Chinese Medical Calculations in LLM EMNLP 2025 CogStack-KCL-UCL at ArchEHR-QA 2025: Investigating Hybrid LLM Approaches for Grounded Clinical Question Answering ACL 2025 Comparing representations of long clinical texts for the task of patient-note identification NAACL 2025 Comparison of Acoustic and Textual Features for Dysarthria Severity Classification in Amyotrophic Lateral Sclerosis Interspeech 2025 Completing A Systematic Review in Hours instead of Months with Interactive AI Agents ACL 2025 ControlMed: Adding Reasoning Control to Medical Language Model IJCNLP 2025 Converting Annotated Clinical Cases into Structured Case Report Forms ACL 2025 CountXplain: Interpretable Cell Counting with Prototype-Based Density Map Estimation MIDL 2025 CRAB: A Benchmark for Evaluating Curation of Retrieval-Augmented LLMs in Biomedicine EMNLP 2025 Cross-Subject Mind Decoding from Inaccurate Representations ICCV 2025 CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025 CUNI-a at ArchEHR-QA 2025: Do we need Giant LLMs for Clinical QA? ACL 2025 CureGraph: Contrastive Multi-Modal Graph Representation Learning for Urban Living Circle Health Profiling and Prediction (Abstract Reprint) IJCAI 2025 CUTN_Bio at BioLaySumm: Multi-Task Prompt Tuning with External Knowledge and Readability adaptation for Layman Summarization ACL 2025