| Unpaired Image-to-Image Translation for Segmentation and Signal Unmixing | May 27, 2025 | Domain AdaptationImage-to-Image Translation | —Unverified | 0 |
| APSeg: Auto-Prompt Model with Acquired and Injected Knowledge for Nuclear Instance Segmentation and Classification | Apr 3, 2025 | ClassificationInstance Segmentation | —Unverified | 0 |
| FrGNet: A fourier-guided weakly-supervised framework for nuclear instance segmentation | Feb 14, 2025 | Instance SegmentationNuclear Segmentation | CodeCode Available | 0 |
| Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology | Nov 14, 2024 | AllCancer Classification | CodeCode Available | 0 |
| HoverFast: an accurate, high-throughput, clinically deployable nuclear segmentation tool for brightfield digital pathology images | May 22, 2024 | GPUKnowledge Distillation | —Unverified | 0 |
| Towards Large-Scale Training of Pathology Foundation Models | Mar 24, 2024 | Nuclear SegmentationSelf-Supervised Learning | CodeCode Available | 2 |
| CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting | Mar 11, 2023 | Nuclear SegmentationSegmentation | CodeCode Available | 1 |
| Nuclear Segmentation and Classification: On Color & Compression Generalization | Jan 9, 2023 | ClassificationNuclear Segmentation | —Unverified | 0 |
| SynCLay: Interactive Synthesis of Histology Images from Bespoke Cellular Layouts | Dec 28, 2022 | Image GenerationNuclear Segmentation | CodeCode Available | 1 |
| Cellular Segmentation and Composition in Routine Histology Images using Deep Learning | Mar 4, 2022 | ManagementNuclear Segmentation | —Unverified | 0 |
