clinical decision support

Transforming Healthcare Decision Making Using Artificial Intelligence AAAI 2025 Can LLMs Replace Clinical Doctors? Exploring Bias in Disease Diagnosis by Large Language Models EMNLP 2024 ClinicalRAG: Enhancing Clinical Decision Support through Heterogeneous Knowledge Retrieval ACL 2024 Fool Me Once? Contrasting Textual and Visual Explanations in a Clinical Decision-Support Setting EMNLP 2024 Generative Models for Automatic Medical Decision Rule Extraction from Text EMNLP 2024 Knowledge-aware Attention Network for Medication Effectiveness Prediction COLING 2024 MedCalc-Bench: Evaluating Large Language Models for Medical Calculations NeurIPS 2024 MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey NeurIPS 2024 Predicting Acute Pain Levels Implicitly from Vocal Features Interspeech 2024 A Survey of Evaluation Methods of Generated Medical Textual Reports ACL 2023 Can Large Language Models Safely Address Patient Questions Following Cataract Surgery? ACL 2023 DAVE: Differential Diagnostic Analysis Automation and Visualization from Clinical Notes EACL 2023 Demo Alleviate: Demonstrating Artificial Intelligence Enabled Virtual Assistance for Telehealth: The Mental Health Case AAAI 2023 Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning AAAI 2023 Towards Supporting an Early Diagnosis of Multiple Sclerosis using Vocal Features Interspeech 2023 Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can Existing Algorithms Fulfill Clinical Requirements? AAAI 2022 POETREE: Interpretable Policy Learning with Adaptive Decision Trees ICLR 2022 Clairvoyance: A Pipeline Toolkit for Medical Time Series ICLR 2021 Closing the loop in medical decision support by understanding clinical decision-making: A case study on organ transplantation NeurIPS 2021 Learning Optimal Predictive Checklists NeurIPS 2021 Safeguarding against spurious AI-based predictions: The case of automated verbal memory assessment NAACL 2021 Clinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes ACL 2020 Developing a Machine Learning Tool for Dynamic Cancer Treatment Strategies AAAI 2020 Explainable Clinical Decision Support from Text EMNLP 2020 Preparing a Clinical Support Model for Silent Mode in General Internal Medicine MLHC 2020