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Lesion Classification

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Showing 76–100 of 189 papers

TitleStatusHype
Revisiting Skin Tone Fairness in Dermatological Lesion ClassificationCode0
SkinDistilViT: Lightweight Vision Transformer for Skin Lesion ClassificationCode0
SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification—0
Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation—0
Mitigating Calibration Bias Without Fixed Attribute Grouping for Improved Fairness in Medical Imaging Analysis—0
Graph-Ensemble Learning Model for Multi-label Skin Lesion Classification using Dermoscopy and Clinical Images—0
The Forward-Forward Algorithm as a feature extractor for skin lesion classification: A preliminary study—0
FCA: Taming Long-tailed Federated Medical Image Classification by Classifier AnchoringCode0
Semi-Supervised Relational Contrastive Learning—0
Fine-tuning of explainable CNNs for skin lesion classification based on dermatologists' feedback towards increasing trust—0
Transformer-based interpretable multi-modal data fusion for skin lesion classification—0
Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis—0
IMPORTANT-Net: Integrated MRI Multi-Parameter Reinforcement Fusion Generator with Attention Network for Synthesizing Absent DataCode0
A New Perspective to Boost Vision Transformer for Medical Image Classification—0
3D Masked Modelling Advances Lesion Classification in Axial T2w Prostate MRI—0
A Fair Loss Function for Network PruningCode0
RoS-KD: A Robust Stochastic Knowledge Distillation Approach for Noisy Medical Imaging—0
Data-Driven Deep Supervision for Skin Lesion Classification—0
A survey, review, and future trends of skin lesion segmentation and classification—0
EfficientNet for Brain-Lesion classification—0
Information Gain Sampling for Active Learning in Medical Image Classification—0
Comparison of Deep Learning and Machine Learning Models and Frameworks for Skin Lesion Classification—0
Adaptive Personlization in Federated Learning for Highly Non-i.i.d. Data—0
Out-of-Distribution Detection for Long-tailed and Fine-grained Skin Lesion ImagesCode0
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion ClassificationCode0
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