Clinical

Enhancing Wrist Fracture Detection through LLM-Powered Data Extraction and Knowledge-Based Ensemble Learning MIDL 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 ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents EMNLP 2025 Evaluating Automatic Speech Recognition Pipelines for Mandarin-English Bilingual Child Language Assessment in Telehealth Interspeech 2025 Evaluating Health Question Answering Under Readability-Controlled Style Perturbations EMNLP 2025 Evaluating Large Language Models on Health-Related Claims Across Arabic Dialects COLING 2025 Evaluating Shortcut Utilization in Deep Learning Disease Classification through Counterfactual Analysis MIDL 2025 Evaluating the Effectiveness of Pre-Trained Audio Embeddings for Classification of Parkinson's Disease Speech Data Interspeech 2025 Evaluating the Usefulness of Non-Diagnostic Speech Data for Developing Parkinson's Disease Classifiers Interspeech 2025 Evaluation of Medical Large Language Models: Taxonomy, Review, and Directions IJCAI 2025 Evaluation of Virtual Stain Multiplexed CD68 for Macrophage Detection in NSCLC PD-L1 Slides MIDL 2025 Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks AAAI 2025 Experience Report: Implementing Machine Translation in a Regulated Industry EMNLP 2025 Expertly Informed, Generatively Summarized: A Hybrid RAG Approach to Informed Consent Summarization with Auxiliary Expert Knowledge NAACL 2025 Explainability Through Human-Centric Design for XAI in Lung Cancer Detection IJCAI 2025 Explainable Depression Detection in Clinical Interviews with Personalized Retrieval-Augmented Generation ACL 2025 Explainable Depression Detection using Masked Hard Instance Mining Interspeech 2025 Explainable ICD Coding via Entity Linking NAACL 2025 Explaining Negative Classifications of AI Models in Tumor Diagnosis UAI 2025 Exploratory Analysis of Brainstem fMRI Data During Sustained Phonation Interspeech 2025