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Skin Lesion Classification

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Showing 101–130 of 130 papers

TitleStatusHype
Visual Diagnosis of Dermatological Disorders: Human and Machine Performance—0
Style transfer-based image synthesis as an efficient regularization technique in deep learning—0
TopoResNet: A hybrid deep learning architecture and its application to skin lesion classification—0
Skin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss WeightingCode0
Solo or Ensemble? Choosing a CNN Architecture for Melanoma ClassificationCode0
Automated Skin Lesion Classification Using Ensemble of Deep Neural Networks in ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection ChallengeCode0
Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification—0
Data Augmentation with Manifold Exploring Geometric Transformations for Increased Performance and Robustness—0
A Deep Multi-task Learning Approach to Skin Lesion Classification—0
Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion Classification—0
Skin lesion classification with ensemble of squeeze-and-excitation networks and semi-supervised learning—0
Data Augmentation for Skin Lesion AnalysisCode0
WonDerM: Skin Lesion Classification with Fine-tuned Neural NetworksCode0
Residual Network based Aggregation Model for Skin Lesion Classification—0
A Multi-Level Deep Ensemble Model for Skin Lesion Classification in Dermoscopy Images—0
A Dense CNN approach for skin lesion classification—0
Deep neural network ensemble by data augmentation and bagging for skin lesion classification—0
VisualBackProp for learning using privileged information with CNNs—0
MelanoGANs: High Resolution Skin Lesion Synthesis with GANs—0
Webly Supervised Learning for Skin Lesion Classification—0
Generalizability vs. Robustness: Adversarial Examples for Medical Imaging—0
Transfer Learning for Melanoma Detection: Participation in ISIC 2017 Skin Lesion Classification Challenge—0
Random Forests and VGG-NET: An Algorithm for the ISIC 2017 Skin Lesion Classification Challenge—0
Deep Learning for Skin Lesion Classification—0
Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis—0
Using Deep Learning Method for Classification: A Proposed Algorithm for the ISIC 2017 Skin Lesion Classification Challenge—0
Skin Lesion Classification Using Deep Multi-scale Convolutional Neural Networks—0
Skin Lesion Classification using Class Activation Map—0
Araguaia Medical Vision Lab at ISIC 2017 Skin Lesion Classification Challenge—0
Skin Lesion Classification Using Hybrid Deep Neural Networks—0
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