| U-Net: Convolutional Networks for Biomedical Image Segmentation | May 18, 2015 | Cell SegmentationCell Tracking | CodeCode Available | 3 | 5 |
| SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology Images | Feb 9, 2022 | ClassificationMulti-tissue Nucleus Segmentation | CodeCode Available | 1 | 5 |
| HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in Multi-Tissue Histology Images | Dec 16, 2018 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images | Apr 6, 2020 | Breast Tumour ClassificationColorectal Gland Segmentation: | CodeCode Available | 1 | 5 |
| Mask R-CNN | Mar 20, 2017 | 3D Instance SegmentationHuman Part Segmentation | CodeCode Available | 1 | 5 |
| Fully Convolutional Networks for Semantic Segmentation | Nov 14, 2014 | Crack SegmentationMultispectral Object Detection | CodeCode Available | 1 | 5 |
| Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis | Feb 20, 2020 | BIG-bench Machine LearningBreast Tumour Classification | CodeCode Available | 1 | 5 |
| PointNu-Net: Keypoint-assisted Convolutional Neural Network for Simultaneous Multi-tissue Histology Nuclei Segmentation and Classification | Nov 1, 2021 | ClassificationDiversity | CodeCode Available | 1 | 5 |
| Rotation equivariant vector field networks | Dec 29, 2016 | Breast Tumour ClassificationColorectal Gland Segmentation: | CodeCode Available | 0 | 5 |
| Group Equivariant Convolutional Networks | Feb 24, 2016 | Breast Tumour ClassificationColorectal Gland Segmentation: | CodeCode Available | 0 | 5 |
| MRL: Learning to Mix with Attention and Convolutions | Aug 30, 2022 | Histopathological SegmentationInductive Bias | —Unverified | 0 | 0 |
| Learning Steerable Filters for Rotation Equivariant CNNs | Nov 20, 2017 | Breast Tumour ClassificationColorectal Gland Segmentation: | —Unverified | 0 | 0 |
| Micro-Net: A unified model for segmentation of various objects in microscopy images | Apr 22, 2018 | Deep LearningMulti-tissue Nucleus Segmentation | —Unverified | 0 | 0 |
| CIA-Net: Robust Nuclei Instance Segmentation with Contour-aware Information Aggregation | Mar 13, 2019 | Instance SegmentationMulti-tissue Nucleus Segmentation | —Unverified | 0 | 0 |
