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Skin Lesion Classification

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Showing 51–100 of 130 papers

TitleStatusHype
Mitigating the Influence of Domain Shift in Skin Lesion Classification: A Benchmark Study of Unsupervised Domain Adaptation Methods on Dermoscopic Images—0
Multiplexed Illumination for Classifying Visually Similar Objects—0
TopoResNet: A hybrid deep learning architecture and its application to skin lesion classification—0
On the Fairness of Swarm Learning in Skin Lesion Classification—0
Optimizing Skin Lesion Classification via Multimodal Data and Auxiliary Task Integration—0
Pay Less On Clinical Images: Asymmetric Multi-Modal Fusion Method For Efficient Multi-Label Skin Lesion Classification—0
Properties Of Winning Tickets On Skin Lesion Classification—0
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
Skin Lesion Classification using Class Activation Map—0
Skin Lesion Classification Using Deep Multi-scale Convolutional Neural Networks—0
Skin Lesion Classification Using Deep Neural Network—0
Skin Lesion Classification Using Hybrid Deep Neural Networks—0
Skin lesion classification with ensemble of squeeze-and-excitation networks and semi-supervised learning—0
Skin Lesion Phenotyping via Nested Multi-modal Contrastive Learning—0
SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification—0
Style transfer-based image synthesis as an efficient regularization technique in deep learning—0
Subgroup Performance Analysis in Hidden Stratifications—0
SuperCon: Supervised Contrastive Learning for Imbalanced Skin Lesion Classification—0
Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form Factorization—0
The Forward-Forward Algorithm as a feature extractor for skin lesion classification: A preliminary study—0
Transfer Learning for Melanoma Detection: Participation in ISIC 2017 Skin Lesion Classification Challenge—0
Transformer-based interpretable multi-modal data fusion for skin lesion classification—0
Ugly Ducklings or Swans: A Tiered Quadruplet Network with Patient-Specific Mining for Improved Skin Lesion Classification—0
Uncertainty-Aware Deep Learning for Automated Skin Cancer Classification: A Comprehensive Evaluation—0
Using Deep Learning Method for Classification: A Proposed Algorithm for the ISIC 2017 Skin Lesion Classification Challenge—0
VisualBackProp for learning using privileged information with CNNs—0
Visual Diagnosis of Dermatological Disorders: Human and Machine Performance—0
Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion Classification—0
Webly Supervised Learning for Skin Lesion Classification—0
Multi-task Explainable Skin Lesion Classification—0
Adaptive Personlization in Federated Learning for Highly Non-i.i.d. Data—0
A deep learning based multimodal fusion model for skin lesion diagnosis using smartphone collected clinical images and metadata—0
A Deep Multi-task Learning Approach to Skin Lesion Classification—0
A Dense CNN approach for skin lesion classification—0
A Lightweight U-Net Model for Accurate Skin Lesion Segmentation—0
A Multi-Level Deep Ensemble Model for Skin Lesion Classification in Dermoscopy Images—0
An Attention-Based Mechanism to Combine Images and Metadata in Deep Learning Models Applied to Skin Cancer Classification—0
A New Perspective to Boost Vision Transformer for Medical Image Classification—0
A Novel Perspective for Multi-modal Multi-label Skin Lesion Classification—0
Araguaia Medical Vision Lab at ISIC 2017 Skin Lesion Classification Challenge—0
Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation—0
Causality matters in medical imaging—0
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