medical image classification

ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis AAAI 2025 Pixel-Wise Shuffling with Collaborative Sparsity for Melanoma Hyperspectral Image Classification WACV 2025 Strengths and Limitations of Word-Based Task Explainability in Vision Language Models: a Case Study on Biological Sex Biases in the Medical Domain ACL 2025 Towards Realistic Semi-supervised Medical Image Classification AAAI 2025 Understanding the Impact of Client Heterogeneity on Ordinal Classification in Federated Medical Image Analysis MIDL 2025 Visual Prompt Engineering for Vision Language Models in Radiology MIDL 2025 Are Natural Domain Foundation Models Useful for Medical Image Classification? WACV 2024 Class-consistent Contrastive Learning Driven Cross-dimensional Transformer for 3D Medical Image Classification IJCAI 2024 Confidence Matters: Enhancing Medical Image Classification Through Uncertainty-Driven Contrastive Self-Distillation MICCAI 2024 Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise NeurIPS 2024 Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis CVPR 2024 Generalizing to Unseen Domains in Diabetic Retinopathy Classification WACV 2024 Imbalance-aware loss functions improve medical image classification MIDL 2024 Learning Quality Labels for Robust Image Classification WACV 2024 Longformer: Longitudinal Transformer for Alzheimer's Disease Classification With Structural MRIs WACV 2024 PairAug: What Can Augmented Image-Text Pairs Do for Radiology? CVPR 2024 PHG-Net: Persistent Homology Guided Medical Image Classification WACV 2024 Systematic Comparison of Semi-supervised and Self-supervised Learning for Medical Image Classification CVPR 2024 Transformer-Based Video-Structure Multi-Instance Learning for Whole Slide Image Classification AAAI 2024 Visual Attention Prompted Prediction and Learning IJCAI 2024 AsT: An Asymmetric-Sensitive Transformer for Osteonecrosis of the Femoral Head Detection (Student Abstract) AAAI 2023 Dual-view Correlation Hybrid Attention Network for Robust Holistic Mammogram Classification IJCAI 2023 Early Diagnosis of Alzheimer through Swin-Transformer-Based Deep Learning Framework using Sparse Diffusion Measures ACML 2023 Expert load matters: operating networks at high accuracy and low manual effort NeurIPS 2023 FlexR: Few-shot Classification with Language Embeddings for Structured Reporting of Chest X-rays MIDL 2023