| Detection of prostate cancer in whole-slide images through end-to-end training with image-level labels | Jun 5, 2020 | GPUMultiple Instance Learning | CodeCode Available | 1 |
| End-to-end Multiple Instance Learning with Gradient Accumulation | Mar 8, 2022 | GPUMultiple Instance Learning | CodeCode Available | 1 |
| Code-free development and deployment of deep segmentation models for digital pathology | Nov 16, 2021 | Active LearningDiagnostic | CodeCode Available | 1 |
| Fast and Scalable Image Search For Histology | Jul 28, 2021 | Image RetrievalPrognosis | CodeCode Available | 1 |
| FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification | Nov 22, 2024 | DiagnosticFew-Shot Learning | CodeCode Available | 1 |
| CircleFormer: Circular Nuclei Detection in Whole Slide Images with Circle Queries and Attention | Aug 30, 2023 | DecoderMedical Image Analysis | CodeCode Available | 1 |
| Artifact Restoration in Histology Images with Diffusion Probabilistic Models | Jul 26, 2023 | Denoisingwhole slide images | CodeCode Available | 1 |
| Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning | Sep 17, 2018 | General ClassificationLung Cancer Diagnosis | CodeCode Available | 1 |
| Classification of Epithelial Ovarian Carcinoma Whole-Slide Pathology Images Using Deep Transfer Learning | May 22, 2020 | General ClassificationTransfer Learning | CodeCode Available | 1 |
| CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images | Jan 2, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
