conftrace_

medical image classification

81 papers

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Co-occurring keywords

medical imaging (971) semi-supervised learning (2341) contrastive learning (4032) multiple instance learning (227) whole slide image (120) attention mechanism (4001) domain adaptation (4595) convolutional neural network (4226) image classification (1944) chest x-ray (118)

Papers

Integrating Multi-scale and Multi-filtration Topological Features for Medical Image Classification WACV 2026
UCDSC: Open Set UnCertainty aware Deep Simplex Classifier for Medical Image Datasets WACV 2026
QAPNet: A Quantum-Attentive Patchwise Network for Robust Medical Image Classification Under Noisy Inputs AAAI 2026
Simplex-Aligned Diffusion with Cross-Granularity Interaction for Robust Medical Image Classification MIDL 2026
Incentivizing DINOv3 Adaptation for Medical Vision Tasks via Feature Disentanglement MIDL 2026
Locally Explaining Prediction Behavior via Gradual Interventions and Measuring Property Gradients WACV 2026
PIKACHU: Prototypical In-context Knowledge Adaptation for Clinical Heterogeneous Usage MIDL 2026
OxEnsemble: Fair Ensembles for Low-Data Classification MIDL 2026
Class-Aware Active Annotation in Federated Semi-Supervised Learning for Medical Image Classification AAAI 2026
Empirical Analysis of Scaling Vision Foundation Models for Chest X-rays MIDL 2025
Visual Prompt Engineering for Vision Language Models in Radiology MIDL 2025
BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models CVPR 2025
KPL: Training-Free Medical Knowledge Mining of Vision-Language Models AAAI 2025
Like an Ophthalmologist: Dynamic Selection Driven Multi-View Learning for Diabetic Retinopathy Grading AAAI 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
Conditional Diffusion Models are Medical Image Classifiers that Provide Explainability and Uncertainty for Free MIDL 2025
Generalized Zero-Shot Classification via Semantics-Free Inter-Class Feature Generation CVPR 2025
Towards Realistic Semi-supervised Medical Image Classification AAAI 2025
ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis AAAI 2025
MVP-CBM: Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification IJCAI 2025
Ordinal Multiple-Instance Learning for Ulcerative Colitis Severity Estimation with Selective Aggregated Transformer WACV 2025
Adversarial Learning Under Hybrid Perturbations for Robust Acute Lymphoblastic Leukemia Classification AAAI 2025
ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalizatio WACV 2025
MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification CVPR 2025
Pixel-Wise Shuffling with Collaborative Sparsity for Melanoma Hyperspectral Image Classification WACV 2025