clinical diagnosis

GIIM: Graph-based Learning of Inter- and Intra-view Dependencies for Multi-view Medical Image Diagnosis AAAI 2026 MedAtlas: Evaluating LLMs for Multi-Round, Multi-Task Medical Reasoning Across Diverse Imaging Modalities and Clinical Text AAAI 2026 When Background Matters: Breaking Medical Vision Language Models by Transferable Attack ACL 2026 DDxTutor: Clinical Reasoning Tutoring System with Differential Diagnosis-Based Structured Reasoning ACL 2025 DECT: Harnessing LLM-assisted Fine-Grained Linguistic Knowledge and Label-Switched and Label-Preserved Data Generation for Diagnosis of Alzheimer’s Disease AAAI 2025 Knowledge-Aware Co-Reasoning for Multidisciplinary Collaboration EMNLP 2025 LLM Sensitivity Evaluation Framework for Clinical Diagnosis COLING 2025 MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents AAAI 2025 medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs COLING 2025 MEIT: Multimodal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation ACL 2025 Confidence Estimation for Automatic Detection of Depression and Alzheimer’s Disease Based on Clinical Interviews Interspeech 2024 DysArinVox: DYSphonia & DYSarthria mandARIN speech corpus Interspeech 2024 MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making NeurIPS 2024 Semantic-based NLP techniques discriminate schizophrenia and Wernicke’s aphasia based on spontaneous speech COLING 2024 SLaCAD: A Spoken Language Corpus for Early Alzheimer’s Disease Detection COLING 2024 Automatic Assessment of Alzheimer's across Three Languages Using Speech and Language Features Interspeech 2023 Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning ACL 2023 Prediction of the Gender-based Violence Victim Condition using Speech: What do Machine Learning Models rely on? Interspeech 2023 Race, Gender, and Age Biases in Biomedical Masked Language Models ACL 2023 DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides CVPR 2022 Analyzing Short Term Dynamic Speech Features for Understanding Behavioral Traits of Children with Autism Spectrum Disorder Interspeech 2021 Identifying Cognitive Impairment Using Sentence Representation Vectors Interspeech 2021 Modular Multi-Modal Attention Network for Alzheimer’s Disease Detection Using Patient Audio and Language Data Interspeech 2021 A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer’s Type ACL 2020 Generating Accurate Electronic Health Assessment from Medical Graph EMNLP 2020