| 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 |
| Skin lesion classification with ensemble of squeeze-and-excitation networks and semi-supervised learning | Sep 7, 2018 | ClassificationData Augmentation | —Unverified | 0 |
| Data Augmentation for Skin Lesion Analysis | Sep 5, 2018 | Data AugmentationGeneral Classification | CodeCode Available | 0 |
| WonDerM: Skin Lesion Classification with Fine-tuned Neural Networks | Aug 10, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Residual Network based Aggregation Model for Skin Lesion Classification | Jul 24, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| A Multi-Level Deep Ensemble Model for Skin Lesion Classification in Dermoscopy Images | Jul 23, 2018 | General ClassificationLesion Classification | —Unverified | 0 |
| A Dense CNN approach for skin lesion classification | Jul 17, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Deep neural network ensemble by data augmentation and bagging for skin lesion classification | Jul 15, 2018 | Data AugmentationGeneral Classification | —Unverified | 0 |
| VisualBackProp for learning using privileged information with CNNs | May 24, 2018 | Autonomous DrivingBIG-bench Machine Learning | —Unverified | 0 |
| MelanoGANs: High Resolution Skin Lesion Synthesis with GANs | Apr 12, 2018 | Image GenerationLesion Classification | —Unverified | 0 |
| Webly Supervised Learning for Skin Lesion Classification | Mar 31, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Generalizability vs. Robustness: Adversarial Examples for Medical Imaging | Mar 23, 2018 | Brain SegmentationGeneral Classification | —Unverified | 0 |
| Transfer Learning for Melanoma Detection: Participation in ISIC 2017 Skin Lesion Classification Challenge | Mar 15, 2017 | General Classificationimage-classification | —Unverified | 0 |
| Random Forests and VGG-NET: An Algorithm for the ISIC 2017 Skin Lesion Classification Challenge | Mar 15, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| Deep Learning for Skin Lesion Classification | Mar 13, 2017 | ClassificationDeep Learning | —Unverified | 0 |
| Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis | Mar 10, 2017 | Color ConstancyColor Normalization | —Unverified | 0 |
