Healthcare & Medicine

EMRs2CSP : Mining Clinical Status Pathway from Electronic Medical Records ACL 2025 Endoscopic Scoring and Localization in Unconstrained Clinical Trial Videos WACV 2025 Enhancing Antimicrobial Drug Resistance Classification by Integrating Sequence-Based and Text-Based Representations ACL 2025 Enhancing Chemical Reaction and Retrosynthesis Prediction with Large Language Model and Dual-task Learning IJCAI 2025 Enhancing Depression Detection via Question-wise Modality Fusion NAACL 2025 Enhancing Low Back Pain Assessment with Diffusion Models for Lumbar Spine MRI Segmentation MIDL 2025 Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment ACL 2025 Enhancing Multimodal Protein Function Prediction Through Dual-Branch Dynamic Selection with Reconstructive Pre-Training IJCAI 2025 Enhancing NER by Harnessing Multiple Datasets with Conditional Variational Autoencoders ACL 2025 Enhancing Post-Treatment Visual Acuity Prediction with Multimodal Deep Learning on Small-scale Clinical and OCT Datasets MIDL 2025 Enhancing Predictive Healthcare Using AI-Driven Early Warning Systems AAAI 2025 Enhancing Predictive Imaging Biomarker Discovery through Treatment Effect Analysis WACV 2025 Enhancing Skin Disease Diagnosis: Interpretable Visual Concept Discovery with SAM WACV 2025 Enhancing Statistical Validity and Power in Hybrid Controlled Trials: A Randomization Inference Approach with Conformal Selective Borrowing ICML 2025 Enhancing Stress Detection on Social Media Through Multi-Modal Fusion of Text and Synthesized Visuals ACL 2025 Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric Reasoning EMNLP 2025 Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective ICML 2025 Enhancing Wrist Fracture Detection through LLM-Powered Data Extraction and Knowledge-Based Ensemble Learning MIDL 2025 Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation Extraction NAACL 2025 Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework NAACL 2025 Entity Only vs. Inline Approaches: Evaluating LLMs for Adverse Drug Event Detection in Clinical Text (Student Abstract) AAAI 2025 Equitable Electronic Health Record Prediction with FAME: Fairness-Aware Multimodal Embedding MLHC 2025 Equivariant Imaging Biomarkers for Robust Unsupervised Segmentation of Histopathology MIDL 2025 Error Detection in Medical Note through Multi Agent Debate ACL 2025 Error Profiling of Machine Learning Models: An Exploratory Visualization MLHC 2025