| Enabling Data Diversity: Efficient Automatic Augmentation via Regularized Adversarial Training | Mar 30, 2021 | Cancer ClassificationData Augmentation | CodeCode Available | 0 |
| Transfer Learning with Ensembles of Deep Neural Networks for Skin Cancer Detection in Imbalanced Data Sets | Mar 22, 2021 | Skin Cancer ClassificationTransfer Learning | —Unverified | 0 |
| Semi-Supervised Federated Peer Learning for Skin Lesion Classification | Mar 5, 2021 | Cancer ClassificationClassification | CodeCode Available | 0 |
| An Attention-Based Mechanism to Combine Images and Metadata in Deep Learning Models Applied to Skin Cancer Classification | Feb 26, 2021 | Cancer ClassificationClassification | —Unverified | 0 |
| Transfer learning with class-weighted and focal loss function for automatic skin cancer classification | Sep 13, 2020 | Cancer ClassificationDeep Learning | —Unverified | 0 |
| Model Patching: Closing the Subgroup Performance Gap with Data Augmentation | Aug 15, 2020 | Cancer ClassificationData Augmentation | CodeCode Available | 1 |
| Convolutional Neural Networks for Classifying Melanoma Images | May 14, 2020 | Cancer ClassificationSkin Cancer Classification | —Unverified | 0 |
| Melanoma Detection using Adversarial Training and Deep Transfer Learning | Apr 14, 2020 | Conditional Image GenerationGeneral Classification | CodeCode Available | 1 |
| Automatic Lesion Detection System (ALDS) for Skin Cancer Classification Using SVM and Neural Classifiers | Mar 13, 2020 | Cancer ClassificationGeneral Classification | —Unverified | 0 |
| Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages | Mar 13, 2020 | Cancer ClassificationGeneral Classification | —Unverified | 0 |
| Estimating Skin Tone and Effects on Classification Performance in Dermatology Datasets | Oct 29, 2019 | BIG-bench Machine LearningCancer Classification | —Unverified | 0 |
| Data Augmentation for Skin Lesion using Self-Attention based Progressive Generative Adversarial Network | Oct 25, 2019 | Cancer ClassificationData Augmentation | —Unverified | 0 |
| A CNN toolbox for skin cancer classification | Aug 21, 2019 | AutoMLCancer Classification | —Unverified | 0 |
| Deep neural network or dermatologist? | Aug 19, 2019 | Cancer ClassificationDiagnostic | CodeCode Available | 0 |
| Skin Lesion Analyser: An Efficient Seven-Way Multi-Class Skin Cancer Classification Using MobileNet | Jul 7, 2019 | Cancer ClassificationDecision Making | —Unverified | 0 |
| Skin Cancer Segmentation and Classification with NABLA-N and Inception Recurrent Residual Convolutional Networks | Apr 25, 2019 | Cancer ClassificationClassification | CodeCode Available | 0 |
| Skin Lesion Synthesis with Generative Adversarial Networks | Feb 8, 2019 | Cancer ClassificationGeneral Classification | CodeCode Available | 1 |
| Dermatologist Level Dermoscopy Skin Cancer Classification Using Different Deep Learning Convolutional Neural Networks Algorithms | Oct 21, 2018 | Cancer ClassificationDiagnostic | —Unverified | 0 |
| Data Augmentation for Skin Lesion Analysis | Sep 5, 2018 | Data AugmentationGeneral Classification | CodeCode Available | 0 |
| Knowledge Transfer for Melanoma Screening with Deep Learning | Mar 22, 2017 | Deep Learningimage-classification | CodeCode Available | 0 |
