| Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification | Apr 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Skin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss Weighting | May 7, 2019 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| WonDerM: Skin Lesion Classification with Fine-tuned Neural Networks | Aug 10, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Self-Supervised Multi-Modality Learning for Multi-Label Skin Lesion Classification | Oct 28, 2023 | Lesion ClassificationPseudo Label | CodeCode Available | 0 | 5 |
| Skin Lesion Classification Using Ensembles of Multi-Resolution EfficientNets with Meta Data | Oct 9, 2019 | General ClassificationLesion Classification | CodeCode Available | 0 | 5 |
| Out-of-Distribution Detection for Long-tailed and Fine-grained Skin Lesion Images | Jun 30, 2022 | Lesion ClassificationMulti-class Classification | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Semi-Supervised Federated Peer Learning for Skin Lesion Classification | Mar 5, 2021 | Cancer ClassificationClassification | CodeCode Available | 0 | 5 |
| Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion Classification | May 18, 2024 | DiagnosticLesion Classification | CodeCode Available | 0 | 5 |
| An Active Learning Approach for Reducing Annotation Cost in Skin Lesion Analysis | Sep 5, 2019 | Active LearningData Augmentation | CodeCode Available | 0 | 5 |
| Non-parametric regularization for class imbalance federated medical image classification | Jul 17, 2024 | Federated Learningimage-classification | CodeCode Available | 0 | 5 |
| GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion Analysis | Feb 23, 2025 | ClassificationDiagnostic | CodeCode Available | 0 | 5 |
| FCA: Taming Long-tailed Federated Medical Image Classification by Classifier Anchoring | May 1, 2023 | Federated Learningimage-classification | CodeCode Available | 0 | 5 |
| LiwTERM: A Lightweight Transformer-Based Model for Dermatological Multimodal Lesion Detection | Oct 18, 2024 | imbalanced classificationLesion Classification | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Fair Conformal Predictors for Applications in Medical Imaging | Sep 9, 2021 | Conformal PredictionDecision Making | CodeCode Available | 0 | 5 |
| A Cascaded Dilated Convolution Approach for Mpox Lesion Classification | Dec 13, 2024 | Computational EfficiencyDiagnostic | CodeCode Available | 0 | 5 |
| Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification | Jun 13, 2022 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Dataset Distribution Impacts Model Fairness: Single vs. Multi-Task Learning | Jul 24, 2024 | FairnessLesion Classification | —Unverified | 0 | 0 |
| Data-Driven Deep Supervision for Skin Lesion Classification | Sep 4, 2022 | ClassificationLesion Classification | —Unverified | 0 | 0 |
| Araguaia Medical Vision Lab at ISIC 2017 Skin Lesion Classification Challenge | Mar 2, 2017 | General ClassificationLesion Classification | —Unverified | 0 | 0 |
| Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis | Mar 10, 2017 | Color ConstancyColor Normalization | —Unverified | 0 | 0 |
| Data Augmentation with Manifold Exploring Geometric Transformations for Increased Performance and Robustness | Jan 14, 2019 | Data AugmentationGeneral Classification | —Unverified | 0 | 0 |
| A Novel Perspective for Multi-modal Multi-label Skin Lesion Classification | Sep 19, 2024 | DiagnosticLesion Classification | —Unverified | 0 | 0 |
| CS-AF: A Cost-sensitive Multi-classifier Active Fusion Framework for Skin Lesion Classification | Apr 25, 2020 | General ClassificationLesion Classification | —Unverified | 0 | 0 |
