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Skin Lesion Classification

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Showing 26–50 of 130 papers

TitleStatusHype
Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion ClassificationCode0
Meta-Transfer Derm-Diagnosis: Exploring Few-Shot Learning and Transfer Learning for Skin Disease Classification in Long-Tail Distribution—0
Reducing Bias in Pre-trained Models by Tuning while Penalizing Change—0
Diagnosis of Skin Cancer Using VGG16 and VGG19 Based Transfer Learning Models—0
Single-Shared Network with Prior-Inspired Loss for Parameter-Efficient Multi-Modal Imaging Skin Lesion Classification—0
Leveraging Spatial and Semantic Feature Extraction for Skin Cancer Diagnosis with Capsule Networks and Graph Neural Networks—0
Optimizing Skin Lesion Classification via Multimodal Data and Auxiliary Task Integration—0
Empirical Validation of Conformal Prediction for Trustworthy Skin Lesions Classification—0
Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language ModelsCode1
Self-Supervised Multi-Modality Learning for Multi-Label Skin Lesion ClassificationCode0
Multi-task Explainable Skin Lesion Classification—0
Mitigating the Influence of Domain Shift in Skin Lesion Classification: A Benchmark Study of Unsupervised Domain Adaptation Methods on Dermoscopic Images—0
Ugly Ducklings or Swans: A Tiered Quadruplet Network with Patient-Specific Mining for Improved Skin Lesion Classification—0
Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient AlignmentCode1
SkinDistilViT: Lightweight Vision Transformer for Skin Lesion ClassificationCode0
SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification—0
ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion ClassificationCode1
Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation—0
Graph-Ensemble Learning Model for Multi-label Skin Lesion Classification using Dermoscopy and Clinical Images—0
Mitigating Calibration Bias Without Fixed Attribute Grouping for Improved Fairness in Medical Imaging Analysis—0
The Forward-Forward Algorithm as a feature extractor for skin lesion classification: A preliminary study—0
FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image RecognitionCode1
Discover and Cure: Concept-aware Mitigation of Spurious CorrelationCode1
FCA: Taming Long-tailed Federated Medical Image Classification by Classifier AnchoringCode0
Semi-Supervised Relational Contrastive Learning—0
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