differential diagnosis

MedEinst: Benchmarking the Einstellung Effect in Medical LLMs through Counterfactual Differential Diagnosis ACL 2026 On the Stability and Robustness of Vision Transformers for Neurodegenerative Disease Classification MIDL 2026 DDxTutor: Clinical Reasoning Tutoring System with Differential Diagnosis-Based Structured Reasoning ACL 2025 MEDDxAgent: A Unified Modular Agent Framework for Explainable Automatic Differential Diagnosis ACL 2025 Rare Disease Differential Diagnosis with Large Language Models at Scale: From Abdominal Actinomycosis to Wilson’s Disease MLHC 2025 DDxGym: Online Transformer Policies in a Knowledge Graph Based Natural Language Environment COLING 2024 Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses ACL 2023 A comparative study on vowel articulation in Parkinson's disease and multiple system atrophy Interspeech 2022 DDXPlus: A New Dataset For Automatic Medical Diagnosis NeurIPS 2022 Extraction of Diagnostic Reasoning Relations for Clinical Knowledge Graphs ACL 2022 Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning NeurIPS 2022 3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management CVPR 2021 Attentive Multiview Text Representation for Differential Diagnosis ACL 2021 Distortion of Voiced Obstruents for Differential Diagnosis Between Parkinson’s Disease and Multiple System Atrophy Interspeech 2021 Automatic Discrimination of Apraxia of Speech and Dysarthria Using a Minimalistic Set of Handcrafted Features Interspeech 2020 Doctor AI: Predicting Clinical Events via Recurrent Neural Networks MLHC 2016