medical image analysis

FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis AAAI 2025 FLIQA-AD: a Fusion Model with Large Language Model for Better Diagnose and MMSE Prediction of Alzheimer’s Disease NAACL 2025 HYDEN: Hyperbolic Density Representations for Medical Images and Reports COLING 2025 Incomplete Modality Disentangled Representation for Ophthalmic Disease Grading and Diagnosis AAAI 2025 Incomplete Multi-modal Brain Tumor Segmentation via Learnable Sorting State Space Model CVPR 2025 Is Visual in-Context Learning for Compositional Medical Tasks within Reach? ICCV 2025 Multi-modal Vision Pre-training for Medical Image Analysis CVPR 2025 OTCXR: Rethinking Self-Supervised Alignment using Optimal Transport for Chest X-ray Analysis WACV 2025 Preserving AUC Fairness in Learning with Noisy Protected Groups ICML 2025 SIGraph: Saliency Image-Graph Network for Retinal Disease Classification in Fundus Image AAAI 2025 SmartKC++: Improving Performance of Smartphone-Based Corneal Topographers WACV 2025 Unveiling Differences: A Vision Encoder-Decoder Model for Difference Medical Visual Question Answering MIDL 2025 A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis NeurIPS 2024 Automatic Interpretation of Line Probe Assay Test for Tuberculosis AAAI 2024 B-spine: Learning B-spline Curve Representation for Robust and Interpretable Spinal Curvature Estimation AAAI 2024 Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development ACL 2024 FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis ICLR 2024 Learning Quality Labels for Robust Image Classification WACV 2024 Light-weight Fine-tuning Method for Defending Adversarial Noise in Pre-trained Medical Vision-Language Models EMNLP 2024 MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignment AAAI 2024 Multi-View Classification Using Hybrid Fusion and Mutual Distillation WACV 2024 Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity MIDL 2024 Polyper: Boundary Sensitive Polyp Segmentation AAAI 2024 Real-Time Polyp Detection in Colonoscopy Using Lightweight Transformer WACV 2024 Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis NeurIPS 2024