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Skin Lesion Classification

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TitleStatusHype
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
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
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
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
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
A New Perspective to Boost Vision Transformer for Medical Image Classification—0
A Fair Loss Function for Network PruningCode0
A deep learning based multimodal fusion model for skin lesion diagnosis using smartphone collected clinical images and metadata—0
Data-Driven Deep Supervision for Skin Lesion Classification—0
A survey, review, and future trends of skin lesion segmentation and 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
Flexible Sampling for Long-tailed Skin Lesion Classification—0
SuperCon: Supervised Contrastive Learning for Imbalanced Skin Lesion Classification—0
Improved skin lesion recognition by a Self-Supervised Curricular Deep Learning approach—0
On the Fairness of Swarm Learning in Skin Lesion Classification—0
Fair Conformal Predictors for Applications in Medical ImagingCode0
Dermoscopic Image Classification with Neural Style Transfer—0
Semi-Supervised Federated Peer Learning for Skin Lesion ClassificationCode0
An Attention-Based Mechanism to Combine Images and Metadata in Deep Learning Models Applied to Skin Cancer Classification—0
Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary—0
Low-cost and high-performance data augmentation for deep-learning-based skin lesion classification—0
Comparative study on different Deep Learning models for Skin Lesion Classification using transfer learning approachCode0
Multiplexed Illumination for Classifying Visually Similar Objects—0
Properties Of Winning Tickets On Skin Lesion Classification—0
Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification—0
Functional Space Variational Inference for Uncertainty Estimation in Computer Aided Diagnosis—0
CS-AF: A Cost-sensitive Multi-classifier Active Fusion Framework for Skin Lesion Classification—0
Causality matters in medical imaging—0
Skin Lesion Classification Using Deep Neural Network—0
Skin Lesion Classification Using Ensembles of Multi-Resolution EfficientNets with Meta DataCode0
An Active Learning Approach for Reducing Annotation Cost in Skin Lesion AnalysisCode0
Difficulty-aware Meta-learning for Rare Disease Diagnosis—0
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