| On the Fairness of Swarm Learning in Skin Lesion Classification | Sep 24, 2021 | ClassificationEdge-computing | —Unverified | 0 |
| Fair Conformal Predictors for Applications in Medical Imaging | Sep 9, 2021 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classification | Jul 27, 2021 | DiagnosticLesion Classification | CodeCode Available | 1 |
| Dermoscopic Image Classification with Neural Style Transfer | May 17, 2021 | Classificationimage-classification | —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 |
| Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification | Feb 2, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary | Jan 18, 2021 | Federated LearningLesion Classification | —Unverified | 0 |
| Analysis of skin lesion images with deep learning | Jan 11, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Low-cost and high-performance data augmentation for deep-learning-based skin lesion classification | Jan 7, 2021 | Data AugmentationGeneral Classification | —Unverified | 0 |
| Comparative study on different Deep Learning models for Skin Lesion Classification using transfer learning approach | Jan 3, 2021 | Lesion ClassificationSkin Lesion Classification | CodeCode Available | 0 |
| Multiplexed Illumination for Classifying Visually Similar Objects | Sep 23, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Properties Of Winning Tickets On Skin Lesion Classification | Aug 25, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Method to Classify Skin Lesions using Dermoscopic images | Aug 21, 2020 | Data AugmentationLesion Classification | CodeCode Available | 1 |
| Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification | Jun 25, 2020 | ClassificationDiagnostic | —Unverified | 0 |
| Functional Space Variational Inference for Uncertainty Estimation in Computer Aided Diagnosis | May 24, 2020 | Bayesian InferenceLesion Classification | —Unverified | 0 |
| CS-AF: A Cost-sensitive Multi-classifier Active Fusion Framework for Skin Lesion Classification | Apr 25, 2020 | General ClassificationLesion Classification | —Unverified | 0 |
| Debiasing Skin Lesion Datasets and Models? Not So Fast | Apr 23, 2020 | Lesion ClassificationSkin Lesion Classification | CodeCode Available | 1 |
| Melanoma Detection using Adversarial Training and Deep Transfer Learning | Apr 14, 2020 | Conditional Image GenerationGeneral Classification | CodeCode Available | 1 |
| Melanoma Detection using Adversarial Training and Deep Transfer Learning | Apr 14, 2020 | General ClassificationImage Generation | CodeCode Available | 1 |
| Causality matters in medical imaging | Dec 17, 2019 | BIG-bench Machine LearningImage Segmentation | —Unverified | 0 |
| Skin Lesion Classification Using Deep Neural Network | Nov 18, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Skin Lesion Classification Using Ensembles of Multi-Resolution EfficientNets with Meta Data | Oct 9, 2019 | General ClassificationLesion Classification | CodeCode Available | 0 |
| An Active Learning Approach for Reducing Annotation Cost in Skin Lesion Analysis | Sep 5, 2019 | Active LearningData Augmentation | CodeCode Available | 0 |
| Difficulty-aware Meta-learning for Rare Disease Diagnosis | Jun 30, 2019 | General ClassificationLesion Classification | —Unverified | 0 |
