| Visual Diagnosis of Dermatological Disorders: Human and Machine Performance | Jun 4, 2019 | DiagnosticLesion Classification | —Unverified | 0 |
| Style transfer-based image synthesis as an efficient regularization technique in deep learning | May 27, 2019 | BIG-bench Machine LearningData Augmentation | —Unverified | 0 |
| TopoResNet: A hybrid deep learning architecture and its application to skin lesion classification | May 13, 2019 | General ClassificationLesion Classification | —Unverified | 0 |
| Skin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss Weighting | May 7, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification | Apr 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Automated Skin Lesion Classification Using Ensemble of Deep Neural Networks in ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection Challenge | Jan 30, 2019 | General ClassificationLesion Classification | CodeCode Available | 0 |
| Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification | Jan 23, 2019 | General Classificationimage-classification | —Unverified | 0 |
| Data Augmentation with Manifold Exploring Geometric Transformations for Increased Performance and Robustness | Jan 14, 2019 | Data AugmentationGeneral Classification | —Unverified | 0 |
| A Deep Multi-task Learning Approach to Skin Lesion Classification | Dec 9, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion Classification | Sep 11, 2018 | General ClassificationLesion Classification | —Unverified | 0 |
