| Predicting Genetic Mutation from Whole Slide Images via Biomedical-Linguistic Knowledge Enhanced Multi-label Classification | Jun 5, 2024 | Binary ClassificationGraph Representation Learning | CodeCode Available | 0 |
| Assessing domain adaptation techniques for mitosis detection in multi-scanner breast cancer histopathology images | Sep 1, 2021 | DiagnosticDomain Adaptation | CodeCode Available | 0 |
| ECTIL: Label-efficient Computational Tumour Infiltrating Lymphocyte (TIL) assessment in breast cancer: Multicentre validation in 2,340 patients with breast cancer | Jan 24, 2025 | Diagnosticwhole slide images | CodeCode Available | 0 |
| Uncovering the Genetic Basis of Glioblastoma Heterogeneity through Multimodal Analysis of Whole Slide Images and RNA Sequencing Data | Oct 23, 2024 | Multimodal Deep LearningPrognosis | CodeCode Available | 0 |
| DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on Attention | Jul 15, 2019 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| U-Net-and-a-half: Convolutional network for biomedical image segmentation using multiple expert-driven annotations | Aug 10, 2021 | Image SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Vision Transformers for Small Histological Datasets Learned through Knowledge Distillation | May 27, 2023 | Airbubbles DetectionAnomaly Detection | CodeCode Available | 0 |
| Structure-aware scale-adaptive networks for cancer segmentation in whole-slide images | Sep 26, 2021 | Decoderfeature selection | CodeCode Available | 0 |
| Cancer Metastasis Detection With Neural Conditional Random Field | Jun 19, 2018 | Cancer Metastasis DetectionMedical Image Analysis | CodeCode Available | 0 |
| Prior Knowledge Injection into Deep Learning Models Predicting Gene Expression from Whole Slide Images | Jan 23, 2025 | Prognosiswhole slide images | CodeCode Available | 0 |
| Domain-Specific Pre-training Improves Confidence in Whole Slide Image Classification | Feb 20, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis | Dec 19, 2024 | Data AugmentationMultiple Instance Learning | CodeCode Available | 0 |
| Bridging Classification and Segmentation in Osteosarcoma Assessment via Foundation and Discrete Diffusion Models | Jan 3, 2025 | PrognosisSegmentation | CodeCode Available | 0 |
| A Spatially-Aware Multiple Instance Learning Framework for Digital Pathology | Apr 24, 2025 | Computational EfficiencyMultiple Instance Learning | CodeCode Available | 0 |
| A completely annotated whole slide image dataset of canine breast cancer to aid human breast cancer research | Aug 24, 2020 | Representation Learningwhole slide images | CodeCode Available | 0 |
| DLiPath: A Benchmark for the Comprehensive Assessment of Donor Liver Based on Histopathological Image Dataset | May 30, 2025 | Multiple Instance Learningwhole slide images | CodeCode Available | 0 |
| PSA-MIL: A Probabilistic Spatial Attention-Based Multiple Instance Learning for Whole Slide Image Classification | Mar 20, 2025 | image-classificationImage Classification | CodeCode Available | 0 |
| PseudoCell: Hard Negative Mining as Pseudo Labeling for Deep Learning-Based Centroblast Cell Detection | Jul 6, 2023 | Cell Detectionobject-detection | CodeCode Available | 0 |
| A Closer Look at Domain Shift for Deep Learning in Histopathology | Sep 25, 2019 | General Classificationwhole slide images | CodeCode Available | 0 |
| Quantifying the effect of color processing on blood and damaged tissue detection in Whole Slide Images | Sep 26, 2022 | Artifact DetectionBinary Classification | CodeCode Available | 0 |