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Papers
OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM
CVPR 2024
OpticalDR: A Deep Optical Imaging Model for Privacy-Protective Depression Recognition
CVPR 2024
PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology
AAAI 2024
PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications
NeurIPS 2024
Target-Free Domain Adaptation through Cross-Adaptation (Student Abstract)
AAAI 2024
UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt - A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis
NAACL 2024
When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications?
EMNLP 2024
A Pipeline to Evaluate the Effects of Noise on Machine Learning Detection of Laryngeal Cancer
Interspeech 2023
Automated Multiple Sclerosis Screening Based on Encoded Speech Representations
Interspeech 2023
Breaking Barriers: Exploring the Diagnostic Potential of Speech Narratives in Hindi for Alzheimer’s Disease
ACL 2023
Deep Reinforcement Learning for Cost-Effective Medical Diagnosis
ICLR 2023
Gram-based Attentive Neural Ordinary Differential Equations Network for Video Nystagmography Classification
ICCV 2023
Parameter Selection for Analyzing Conversations with Autism Spectrum Disorder
Interspeech 2023
Providing Interpretable Insights for Neurological Speech and Cognitive Disorders from Interactive Serious Games
Interspeech 2023
Race, Gender, and Age Biases in Biomedical Masked Language Models
ACL 2023
Whisper Encoder features for Infant Cry Classification
Interspeech 2023
AnEMIC: A Framework for Benchmarking ICD Coding Models
EMNLP 2022
Data Augmentation for Dementia Detection in Spoken Language.
Interspeech 2022
DDXPlus: A New Dataset For Automatic Medical Diagnosis
NeurIPS 2022
Diagnosing Epileptogenesis with Deep Anomaly Detection
MLHC 2022
Distinguishing between pre- and post-treatment in the speech of patients with chronic obstructive pulmonary disease
Interspeech 2022
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis
Interspeech 2022
GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models
ACL 2022
ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases
ICML 2022
Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification
CVPR 2022