| Embedding Space Augmentation for Weakly Supervised Learning in Whole-Slide Images | Oct 31, 2022 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| End-to-end Learning for Image-based Detection of Molecular Alterations in Digital Pathology | Jun 30, 2022 | whole slide images | —Unverified | 0 |
| Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learning | Mar 14, 2025 | DiagnosticImage Compression | —Unverified | 0 |
| An End-to-End Breast Tumour Classification Model Using Context-Based Patch Modelling- A BiLSTM Approach for Image Classification | Jun 5, 2021 | Breast Tumour ClassificationClassification | —Unverified | 0 |
| Automatic labeling of molecular biomarkers of whole slide immunohistochemistry images using fully convolutional networks | Dec 30, 2016 | whole slide images | —Unverified | 0 |
| A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images | Jun 8, 2020 | Specificitywhole slide images | —Unverified | 0 |
| Automatic Fine-grained Glomerular Lesion Recognition in Kidney Pathology | Mar 11, 2022 | Fine-Grained Image Classificationwhole slide images | —Unverified | 0 |
| Deep Learning for Predicting Metastasis on Melanoma WSIs | Mar 10, 2023 | Deep LearningPrognosis | —Unverified | 0 |
| Automatic breast cancer grading in lymph nodes using a deep neural network | Jul 24, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| A digital score of tumour-associated stroma infiltrating lymphocytes predicts survival in head and neck squamous cell carcinoma | Apr 16, 2021 | Clinical Knowledgewhole slide images | —Unverified | 0 |
| Deep Learning for interpretable end-to-end survival prediction in gastrointestinal cancer histopathology | Jul 20, 2021 | Survival Predictionwhole slide images | —Unverified | 0 |
| An automatic framework for fusing information from differently stained consecutive digital whole slide images: A case study in renal histology | Aug 29, 2020 | whole slide images | —Unverified | 0 |
| A Deep Reinforcement Learning Framework for Rapid Diagnosis of Whole Slide Pathological Images | May 5, 2022 | Deep Reinforcement LearningKnowledge Distillation | —Unverified | 0 |
| Deep Learning for Fetal Inflammatory Response Diagnosis in the Umbilical Cord | Nov 14, 2024 | Prognosiswhole slide images | —Unverified | 0 |
| Deep Learning for Classification of Inflammatory Bowel Disease Activity in Whole Slide Images of Colonic Histopathology | Oct 25, 2024 | Diagnosticwhole slide images | —Unverified | 0 |
| Deep Learning for Whole Slide Image Analysis: An Overview | Oct 18, 2019 | Deep LearningTranslation | —Unverified | 0 |
| Deep Learning model predicts the c-Kit-11 mutational status of canine cutaneous mast cell tumors by HE stained histological slides | Jan 2, 2024 | whole slide images | —Unverified | 0 |
| Deep learning models for gastric signet ring cell carcinoma classification in whole slide images | Nov 18, 2020 | General ClassificationPrognosis | —Unverified | 0 |
| Deep Learning Predicts Biomarker Status and Discovers Related Histomorphology Characteristics for Low-Grade Glioma | Oct 11, 2023 | Multiple Instance LearningOne-Class Classification | —Unverified | 0 |
| Deep Learning Provides Rapid Screen for Breast Cancer Metastasis with Sentinel Lymph Nodes | Jan 14, 2023 | AllDeep Learning | —Unverified | 0 |
| Deeply supervised UNet for semantic segmentation to assist dermatopathological assessment of Basal Cell Carcinoma (BCC) | Mar 5, 2021 | DecoderSemantic Segmentation | —Unverified | 0 |
| Deep Multi-Magnification Networks for Multi-Class Breast Cancer Image Segmentation | Oct 29, 2019 | DecoderImage Segmentation | —Unverified | 0 |
| Automated Whole Slide Imaging for Label-Free Histology using Photon Absorption Remote Sensing Microscopy | Apr 26, 2023 | DiagnosticVirtual Staining | —Unverified | 0 |
| DeepSDCS: Dissecting cancer proliferation heterogeneity in Ki67 digital whole slide images | Jun 28, 2018 | Cancer ClassificationCell Segmentation | —Unverified | 0 |
| PixCell: A generative foundation model for digital histopathology images | Jun 5, 2025 | Cell SegmentationData Augmentation | —Unverified | 0 |