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Skin Lesion Classification

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Showing 101–130 of 130 papers

TitleStatusHype
Random Forests and VGG-NET: An Algorithm for the ISIC 2017 Skin Lesion Classification Challenge—0
Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary—0
Reducing Bias in Pre-trained Models by Tuning while Penalizing Change—0
Residual Network based Aggregation Model for Skin Lesion Classification—0
Revisit the Stability of Vanilla Federated Learning Under Diverse Conditions—0
Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification—0
Semi-Supervised Relational Contrastive Learning—0
Single-Shared Network with Prior-Inspired Loss for Parameter-Efficient Multi-Modal Imaging Skin Lesion Classification—0
A survey, review, and future trends of skin lesion segmentation and classification—0
FCA: Taming Long-tailed Federated Medical Image Classification by Classifier AnchoringCode0
A Cascaded Dilated Convolution Approach for Mpox Lesion ClassificationCode0
A Fair Loss Function for Network PruningCode0
Fair Conformal Predictors for Applications in Medical ImagingCode0
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion ClassificationCode0
Skin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss WeightingCode0
Non-parametric regularization for class imbalance federated medical image classificationCode0
WonDerM: Skin Lesion Classification with Fine-tuned Neural NetworksCode0
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion AnalysisCode0
Self-Supervised Multi-Modality Learning for Multi-Label Skin Lesion ClassificationCode0
Out-of-Distribution Detection for Long-tailed and Fine-grained Skin Lesion ImagesCode0
Solo or Ensemble? Choosing a CNN Architecture for Melanoma ClassificationCode0
Semi-Supervised Federated Peer Learning for Skin Lesion ClassificationCode0
Automated Skin Lesion Classification Using Ensemble of Deep Neural Networks in ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection ChallengeCode0
LiwTERM: A Lightweight Transformer-Based Model for Dermatological Multimodal Lesion DetectionCode0
An Active Learning Approach for Reducing Annotation Cost in Skin Lesion AnalysisCode0
Skin Lesion Classification Using Ensembles of Multi-Resolution EfficientNets with Meta DataCode0
Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion ClassificationCode0
Data Augmentation for Skin Lesion AnalysisCode0
SkinDistilViT: Lightweight Vision Transformer for Skin Lesion ClassificationCode0
Comparative study on different Deep Learning models for Skin Lesion Classification using transfer learning approachCode0
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