| Automatic Skin Lesion Segmentation Using Deep Fully Convolutional Networks | Jul 17, 2018 | Lesion SegmentationSegmentation | CodeCode Available | 0 | 5 |
| DSNet: Automatic Dermoscopic Skin Lesion Segmentation | Jul 9, 2019 | Lesion SegmentationMelanoma Diagnosis | CodeCode Available | 0 | 5 |
| DTP-Net: A convolutional neural network model to predict threshold for localizing the lesions on dermatological macro-images | Jul 12, 2022 | Lesion SegmentationSkin Lesion Segmentation | CodeCode Available | 0 | 5 |
| Structure-Aware Stylized Image Synthesis for Robust Medical Image Segmentation | Dec 5, 2024 | Domain GeneralizationImage Generation | CodeCode Available | 0 | 5 |
| Unsupervised Skin Lesion Segmentation via Structural Entropy Minimization on Multi-Scale Superpixel Graphs | Sep 5, 2023 | Lesion SegmentationOutlier Detection | CodeCode Available | 0 | 5 |
| Dense Pooling layers in Fully Convolutional Network for Skin Lesion Segmentation | Dec 29, 2017 | Lesion SegmentationMedical Image Analysis | CodeCode Available | 0 | 5 |
| Deeply Supervised Rotation Equivariant Network for Lesion Segmentation in Dermoscopy Images | Jul 8, 2018 | Lesion SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Automatic Skin Lesion Segmentation Using GrabCut in HSV Colour Space | Sep 30, 2018 | Lesion SegmentationSegmentation | CodeCode Available | 0 | 5 |
| ScaleFusionNet: Transformer-Guided Multi-Scale Feature Fusion for Skin Lesion Segmentation | Mar 5, 2025 | DecoderLesion Segmentation | CodeCode Available | 0 | 5 |
| A Survey on Deep Learning for Skin Lesion Segmentation | Jun 1, 2022 | Deep LearningLesion Segmentation | CodeCode Available | 0 | 5 |
| RECOD Titans at ISIC Challenge 2017 | Mar 14, 2017 | General ClassificationLesion Segmentation | CodeCode Available | 0 | 5 |
| SkinFormer: Learning Statistical Texture Representation with Transformer for Skin Lesion Segmentation | Sep 13, 2024 | Lesion SegmentationSegmentation | CodeCode Available | 0 | 5 |
| SLSNet: Skin lesion segmentation using a lightweight generative adversarial network | Jul 1, 2019 | Generative Adversarial NetworkGPU | CodeCode Available | 0 | 5 |
| A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations | Mar 3, 2019 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation | Jul 30, 2019 | Image SegmentationLesion Segmentation | CodeCode Available | 0 | 5 |
| Image Segmentation: Inducing graph-based learning | Jan 7, 2025 | Autonomous DrivingImage Segmentation | CodeCode Available | 0 | 5 |
| Less is More: Sample Selection and Label Conditioning Improve Skin Lesion Segmentation | Apr 28, 2020 | Deep LearningExperimental Design | CodeCode Available | 0 | 5 |
| Segmentation Style Discovery: Application to Skin Lesion Images | Aug 5, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 0 | 5 |
| A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation | Oct 18, 2018 | Image SegmentationLesion Segmentation | CodeCode Available | 0 | 5 |
| INCEPTNET: Precise And Early Disease Detection Application For Medical Images Analyses | Sep 5, 2023 | Cell DetectionLesion Segmentation | CodeCode Available | 0 | 5 |
| Handling Inter-Annotator Agreement for Automated Skin Lesion Segmentation | Jun 6, 2019 | Image SegmentationLesion 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 |
| Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle | Aug 5, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 0 | 5 |
| MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion Segmentation | May 24, 2024 | Computational EfficiencyLesion Segmentation | CodeCode Available | 0 | 5 |
| Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency Modeling | Oct 20, 2023 | DecoderImage Segmentation | CodeCode Available | 0 | 5 |
