disease classification

Frequency-Aligned Cross-Modal Learning with Top-K Wavelet Fusion and Dynamic Expert Routing for Enhanced Retinal Disease Diagnosis AAAI 2026 PandemIQ Llama: A Domain-Adapted Foundation Model for Enhanced Pandemic Intelligence AAAI 2026 Automated Structured Radiology Report Generation ACL 2025 Deep Hierarchies and Invariant Disease-Indicative Feature Learning for Computer Aided Diagnosis of Multiple Fundus Diseases AAAI 2025 Multimodal Fusion Learning with Dual Attention for Medical Imaging WACV 2025 PetEVAL: A veterinary free text electronic health records benchmark ACL 2025 Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework CVPR 2024 Exploiting Foundation Models and Speech Enhancement for Parkinson's Disease Detection from Speech in Real-World Operative Conditions Interspeech 2024 GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-Ray Classification WACV 2024 PromptMRG: Diagnosis-Driven Prompts for Medical Report Generation AAAI 2024 VoxMed: one-step respiratory disease classifier using digital stethoscope sounds Interspeech 2024 Detecting Manifest Huntington's Disease Using Vocal Data Interspeech 2023 Incomplete learning of multi-modal connectome for brain disorder diagnosis via modal-mixup and deep supervision MIDL 2023 MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training for X-ray Diagnosis ICCV 2023 On AI-Assisted Pneumoconiosis Detection from Chest X-rays IJCAI 2023 Towards Reference Speech Characterization for Health Applications Interspeech 2023 Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-Rays With Radiomics Using a Feedback Loop WACV 2022 Automated Generation of Accurate & Fluent Medical X-ray Reports EMNLP 2021 Multi-Task Knowledge Distillation for Eye Disease Prediction WACV 2021 PANTHER: Pathway Augmented Nonnegative Tensor Factorization for HighER-order Feature Learning AAAI 2021 Acoustic-Based Articulatory Phenotypes of Amyotrophic Lateral Sclerosis and Parkinson’s Disease: Towards an Interpretable, Hypothesis-Driven Framework of Motor Control Interspeech 2020 Raw Speech Waveform Based Classification of Patients with ALS, Parkinson’s Disease and Healthy Controls Using CNN-BLSTM Interspeech 2020 ScanMap: Supervised Confounding Aware Non-negative Matrix Factorization for Polygenic Risk Modeling MLHC 2020 AffinityNet: Semi-Supervised Few-Shot Learning for Disease Type Prediction AAAI 2019 Early Identification of Speech Changes Due to Amyotrophic Lateral Sclerosis Using Machine Classification Interspeech 2019