| U-Net: Convolutional Networks for Biomedical Image Segmentation | May 18, 2015 | Cell SegmentationCell Tracking | CodeCode Available | 3 | 5 |
| MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image Segmentation | Sep 4, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 2 | 5 |
| DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation | Jun 8, 2020 | Cell SegmentationColorectal Polyps Characterization | CodeCode Available | 1 | 5 |
| Road Extraction by Deep Residual U-Net | Nov 29, 2017 | Lesion SegmentationLung Nodule Segmentation | CodeCode Available | 1 | 5 |
| MambaU-Lite: A Lightweight Model based on Mamba and Integrated Channel-Spatial Attention for Skin Lesion Segmentation | Dec 2, 2024 | DiagnosticLesion Segmentation | CodeCode Available | 1 | 5 |
| Training on Polar Image Transformations Improves Biomedical Image Segmentation | Sep 29, 2021 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation | Feb 20, 2018 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| An Interpretable Deep Learning Approach for Skin Cancer Categorization | Dec 17, 2023 | Decision MakingDeep Learning | CodeCode Available | 0 | 5 |
| FocusNet: An attention-based Fully Convolutional Network for Medical Image Segmentation | Feb 8, 2019 | Image SegmentationLesion Segmentation | CodeCode Available | 0 | 5 |
| Skin Cancer Segmentation and Classification with NABLA-N and Inception Recurrent Residual Convolutional Networks | Apr 25, 2019 | Cancer ClassificationClassification | CodeCode Available | 0 | 5 |
| Skin Lesion Segmentation using SegNet with Binary Cross-Entropy | Nov 15, 2019 | Lesion SegmentationSkin Cancer Segmentation | CodeCode Available | 0 | 5 |
| SkinSAM: Empowering Skin Cancer Segmentation with Segment Anything Model | Apr 27, 2023 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| Skin Cancer Segmentation and Classification Using Vision Transformer for Automatic Analysis in Dermatoscopy-based Non-invasive Digital System | Jan 9, 2024 | Cancer ClassificationDeep Learning | —Unverified | 0 | 0 |
