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medical diagnosis

106 papers

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Co-occurring keywords

large language model (13587) multimodal learning (4645) medical imaging (971) speech analysis (363) multi-agent system (1819) feature extraction (1580) knowledge graph (1837) transfer learning (5449) dialogue system (1667) clinical reasoning (28)

Papers

MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making NIPS 2024
FedCD: Federated Semi-Supervised Learning with Class Awareness Balance via Dual Teachers AAAI 2024
PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology AAAI 2024
OpticalDR: A Deep Optical Imaging Model for Privacy-Protective Depression Recognition CVPR 2024
DiversityMedQA: A Benchmark for Assessing Demographic Biases in Medical Diagnosis using Large Language Models EMNLP 2024
When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications? EMNLP 2024
Dynamic Multimodal Information Bottleneck for Multimodality Classification WACV 2024
A Pipeline to Evaluate the Effects of Noise on Machine Learning Detection of Laryngeal Cancer INTERSPEECH 2023
Breaking Barriers: Exploring the Diagnostic Potential of Speech Narratives in Hindi for Alzheimer’s Disease ACL 2023
Providing Interpretable Insights for Neurological Speech and Cognitive Disorders from Interactive Serious Games INTERSPEECH 2023
Parameter Selection for Analyzing Conversations with Autism Spectrum Disorder INTERSPEECH 2023
Race, Gender, and Age Biases in Biomedical Masked Language Models ACL 2023
Whisper Encoder features for Infant Cry Classification INTERSPEECH 2023
Gram-based Attentive Neural Ordinary Differential Equations Network for Video Nystagmography Classification ICCV 2023
Automated Multiple Sclerosis Screening Based on Encoded Speech Representations INTERSPEECH 2023
GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models ACL 2022
Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification CVPR 2022
Data Augmentation for Dementia Detection in Spoken Language. INTERSPEECH 2022
ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases ICML 2022
“My nose is running.” “Are you also coughing?”: Building A Medical Diagnosis Agent with Interpretable Inquiry Logics IJCAI 2022
DDXPlus: A New Dataset For Automatic Medical Diagnosis NIPS 2022
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis INTERSPEECH 2022
Distinguishing between pre- and post-treatment in the speech of patients with chronic obstructive pulmonary disease INTERSPEECH 2022
Diagnosing Epileptogenesis with Deep Anomaly Detection MLHC 2022
AnEMIC: A Framework for Benchmarking ICD Coding Models EMNLP 2022