| U-Net: Convolutional Networks for Biomedical Image Segmentation | May 18, 2015 | Cell SegmentationCell Tracking | CodeCode Available | 3 | 5 |
| Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation | Sep 13, 2021 | DecoderDomain Generalization | CodeCode Available | 1 | 5 |
| Self-Supervised Correction Learning for Semi-Supervised Biomedical Image Segmentation | Jan 12, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation | Jun 8, 2023 | DisentanglementDomain Adaptation | CodeCode Available | 1 | 5 |
| U-Net with Hierarchical Bottleneck Attention for Landmark Detection in Fundus Images of the Degenerated Retina | Jul 9, 2021 | Fovea DetectionOptic Disc Detection | CodeCode Available | 1 | 5 |
| Medical Image Segmentation Using Squeeze-and-Expansion Transformers | May 20, 2021 | Brain Tumor SegmentationDomain Generalization | CodeCode Available | 1 | 5 |
| Deep Retinal Image Understanding | Sep 5, 2016 | General 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 |
| Optic Disc Segmentation using Disk-Centered Patch Augmentation | Oct 1, 2021 | DiagnosticOptic Disc Segmentation | CodeCode Available | 0 | 5 |
| CE-Net: Context Encoder Network for 2D Medical Image Segmentation | Mar 7, 2019 | Cell SegmentationDecoder | CodeCode Available | 0 | 5 |
| ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image Segmentation | Jul 25, 2019 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 | 5 |
| Utilizing Transfer Learning and a Customized Loss Function for Optic Disc Segmentation from Retinal Images | Oct 1, 2020 | DiversityOptic Disc Segmentation | —Unverified | 0 | 0 |
| Fundus Image Analysis for Age Related Macular Degeneration: ADAM-2020 Challenge Report | Sep 3, 2020 | Fovea DetectionOptic Disc Segmentation | —Unverified | 0 | 0 |
| Optic Disc, Cup and Fovea Detection from Retinal Images Using U-Net++ with EfficientNet Encoder | Nov 20, 2020 | Fovea DetectionOptic Cup Detection | —Unverified | 0 | 0 |
| REFUGE2 Challenge: A Treasure Trove for Multi-Dimension Analysis and Evaluation in Glaucoma Screening | Feb 18, 2022 | Domain AdaptationOptic Disc Segmentation | —Unverified | 0 | 0 |
| Retinal Optic Disc Segmentation using Conditional Generative Adversarial Network | Jun 11, 2018 | Generative Adversarial NetworkGPU | —Unverified | 0 | 0 |
| The Channel Attention based Context Encoder Network for Inner Limiting Membrane Detection | Aug 9, 2019 | DecoderOptic Disc Segmentation | —Unverified | 0 | 0 |
| Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation | Feb 28, 2019 | Image SegmentationLesion Segmentation | —Unverified | 0 | 0 |
| Automatic lesion segmentation and Pathological Myopia classification in fundus images | Feb 15, 2020 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
