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Lesion Classification

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TitleStatusHype
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
Towards Automated Melanoma Detection with Deep Learning: Data Purification and Augmentation—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 Data Augmentation using GAN for Improved Liver 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
Towards Automatic Lesion Classification in the Upper Aerodigestive Tract Using OCT and Deep Transfer Learning Methods—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
Two-stage multi-scale breast mass segmentation for full mammogram analysis without user intervention—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
Unpaired Translation of Chest X-ray Images for Lung Opacity Diagnosis via Adaptive Activation Masks and Cross-Domain Alignment—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
Improved skin lesion recognition by a Self-Supervised Curricular Deep Learning approach—0
Improving CNN Training using Disentanglement for Liver Lesion Classification in CT—0
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