conftrace_

clinical diagnosis

34 papers

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Co-occurring keywords

speech analysis (363) large language model (13587) multi-agent system (1819) knowledge graph (1837) medical imaging (971) alzheimer's disease (22) language model (4599) medical diagnosis (106) clinical reasoning (28) acoustic feature (266)

Papers

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
MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents AAAI 2025
LLM Sensitivity Evaluation Framework for Clinical Diagnosis COLING 2025
medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs COLING 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
MEIT: Multimodal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation ACL 2025
Knowledge-Aware Co-Reasoning for Multidisciplinary Collaboration EMNLP 2025
DysArinVox: DYSphonia & DYSarthria mandARIN speech corpus INTERSPEECH 2024
Confidence Estimation for Automatic Detection of Depression and Alzheimer’s Disease Based on Clinical Interviews INTERSPEECH 2024
MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making NIPS 2024
SLaCAD: A Spoken Language Corpus for Early Alzheimer’s Disease Detection COLING 2024
Semantic-based NLP techniques discriminate schizophrenia and Wernicke’s aphasia based on spontaneous speech COLING 2024
Automatic Assessment of Alzheimer's across Three Languages Using Speech and Language Features INTERSPEECH 2023
Prediction of the Gender-based Violence Victim Condition using Speech: What do Machine Learning Models rely on? INTERSPEECH 2023
Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning ACL 2023
Race, Gender, and Age Biases in Biomedical Masked Language Models ACL 2023
Towards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning and Reasoning IJCNLP 2022
DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides CVPR 2022
Modular Multi-Modal Attention Network for Alzheimer’s Disease Detection Using Patient Audio and Language Data INTERSPEECH 2021
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
A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer’s Type ACL 2020