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Skin Lesion Classification

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Showing 26–50 of 130 papers

TitleStatusHype
Domain Adaptive Skin Lesion Classification via Conformal Ensemble of Vision Transformers—0
A Lightweight U-Net Model for Accurate Skin Lesion Segmentation—0
Conformal uncertainty quantification to evaluate predictive fairness of foundation AI model for skin lesion classes across patient demographics—0
FedSKD: Aggregation-free Model-heterogeneous Federated Learning using Multi-dimensional Similarity Knowledge Distillation—0
Subgroup Performance Analysis in Hidden Stratifications—0
Detecting Dataset Bias in Medical AI: A Generalized and Modality-Agnostic Auditing Framework—0
Revisit the Stability of Vanilla Federated Learning Under Diverse Conditions—0
Deep learning and classical computer vision techniques in medical image analysis: Case studies on brain MRI tissue segmentation, lung CT COPD registration, and skin lesion classification—0
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion AnalysisCode0
Hierarchical Vision Transformer with Prototypes for Interpretable Medical Image Classification—0
A Cascaded Dilated Convolution Approach for Mpox Lesion ClassificationCode0
Enhancing the Generalization Capability of Skin Lesion Classification Models with Active Domain Adaptation Methods—0
Evidential Federated Learning for Skin Lesion Image Classification—0
LiwTERM: A Lightweight Transformer-Based Model for Dermatological Multimodal Lesion DetectionCode0
Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form Factorization—0
A Novel Perspective for Multi-modal Multi-label Skin Lesion Classification—0
Enhancing Skin Lesion Diagnosis with Ensemble Learning—0
Dataset Distribution Impacts Model Fairness: Single vs. Multi-Task Learning—0
Non-parametric regularization for class imbalance federated medical image classificationCode0
Pay Less On Clinical Images: Asymmetric Multi-Modal Fusion Method For Efficient Multi-Label Skin Lesion Classification—0
Federated Active Learning Framework for Efficient Annotation Strategy in Skin-lesion Classification—0
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
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