| Exploring shared memory architectures for end-to-end gigapixel deep learning | Apr 24, 2023 | CPUDeep Learning | —Unverified | 0 |
| Automatic tumour segmentation in H&E-stained whole-slide images of the pancreas | Dec 1, 2021 | PrognosisSegmentation | —Unverified | 0 |
| Automatic Multi-Stain Registration of Whole Slide Images in Histopathology | Jul 29, 2021 | Translationwhole slide images | —Unverified | 0 |
| ADNP-15: An Open-Source Histopathological Dataset for Neuritic Plaque Segmentation in Human Brain Whole Slide Images with Frequency Domain Image Enhancement for Stain Normalization | May 8, 2025 | Image EnhancementImage Segmentation | —Unverified | 0 |
| Explainable and Position-Aware Learning in Digital Pathology | Jun 14, 2023 | Graph AttentionGraph Classification | —Unverified | 0 |
| Exploring Visual Prompts for Whole Slide Image Classification with Multiple Instance Learning | Mar 23, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Federated Learning for the Classification of Tumor Infiltrating Lymphocytes | Mar 30, 2022 | ClassificationFederated Learning | —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 Whole Slide Image Analysis: An Overview | Oct 18, 2019 | Deep LearningTranslation | —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 |
| Evolutionary Computation in Action: Feature Selection for Deep Embedding Spaces of Gigapixel Pathology Images | Mar 2, 2023 | Decision MakingEvolutionary Algorithms | —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 |
| Deep Learning for interpretable end-to-end survival prediction in gastrointestinal cancer histopathology | Jul 20, 2021 | Survival Predictionwhole slide images | —Unverified | 0 |
| DeepSDCS: Dissecting cancer proliferation heterogeneity in Ki67 digital whole slide images | Jun 28, 2018 | Cancer ClassificationCell Segmentation | —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 |
| Automating tumor-infiltrating lymphocyte assessment in breast cancer histopathology images using QuPath: a transparent and accessible machine learning pipeline | Apr 23, 2025 | Cell Detectionwhole slide images | —Unverified | 0 |
| Detecting cutaneous basal cell carcinomas in ultra-high resolution and weakly labelled histopathological images | Nov 14, 2019 | whole slide images | —Unverified | 0 |
| Detecting Histologic & Clinical Glioblastoma Patterns of Prognostic Relevance | Feb 1, 2023 | Decision MakingDiagnostic | —Unverified | 0 |
| An ensemble deep learning approach to detect tumors on Mohs micrographic surgery slides | Apr 7, 2025 | Deep Learningwhole slide images | —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 |
| Development and Validation of a Deep Learning-Based Microsatellite Instability Predictor from Prostate Cancer Whole-Slide Images | Oct 12, 2023 | DiagnosticMultiple Instance Learning | —Unverified | 0 |
| Automated Whole Slide Imaging for Label-Free Histology using Photon Absorption Remote Sensing Microscopy | Apr 26, 2023 | DiagnosticVirtual Staining | —Unverified | 0 |
| Evaluation of the mitotic score of invasive breast carcinomas on digital slide: development and contribution of a mitosis detection algorithm | Oct 16, 2023 | Mitosis Detectionwhole slide images | —Unverified | 0 |
| Deep-Learning for Classification of Colorectal Polyps on Whole-Slide Images | Mar 5, 2017 | General Classificationwhole slide images | —Unverified | 0 |
| Artificial intelligence in digital pathology: a systematic review and meta-analysis of diagnostic test accuracy | Jun 13, 2023 | DiagnosticSpecificity | —Unverified | 0 |
| Diagnostic Text-guided Representation Learning in Hierarchical Classification for Pathological Whole Slide Image | Nov 16, 2024 | ClassificationDiagnostic | —Unverified | 0 |
| Deep Learning Based Segmentation of Blood Vessels from H&E Stained Oesophageal Adenocarcinoma Whole-Slide Images | Jan 21, 2025 | Segmentationwhole slide images | —Unverified | 0 |
| Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise | Jan 3, 2023 | BenchmarkingClassification | —Unverified | 0 |
| Automated segmentation of rheumatoid arthritis immunohistochemistry stained synovial tissue | Sep 13, 2023 | whole slide images | —Unverified | 0 |
| Disease Classification and Impact of Pretrained Deep Convolution Neural Networks on Diverse Medical Imaging Datasets across Imaging Modalities | Aug 30, 2024 | Transfer Learningwhole slide images | —Unverified | 0 |
| Disentangled and Interpretable Multimodal Attention Fusion for Cancer Survival Prediction | Mar 20, 2025 | DisentanglementSurvival Prediction | —Unverified | 0 |
| Benchmarking Hierarchical Image Pyramid Transformer for the classification of colon biopsies and polyps in histopathology images | May 24, 2024 | BenchmarkingClassification | —Unverified | 0 |
| Benchmarking Histopathology Foundation Models for Ovarian Cancer Bevacizumab Treatment Response Prediction from Whole Slide Images | Jul 30, 2024 | BenchmarkingMultiple Instance Learning | —Unverified | 0 |
| Fast TILs -- A Pipeline for Efficient TILs Estimation in Non-Small Cell Lung Cancer | May 5, 2024 | Computational EfficiencyPrognosis | —Unverified | 0 |
| Domain-specific transfer learning in the automated scoring of tumor-stroma ratio from histopathological images of colorectal cancer | Dec 30, 2022 | Transfer Learningwhole slide images | —Unverified | 0 |
| DSAGL: Dual-Stream Attention-Guided Learning for Weakly Supervised Whole Slide Image Classification | May 29, 2025 | image-classificationImage Classification | —Unverified | 0 |
| Deep Learning-Based Prediction of Molecular Tumor Biomarkers from H&E: A Practical Review | Nov 27, 2022 | Predicting Patient Outcomeswhole slide images | —Unverified | 0 |
| Automated Scoring of Nuclear Pleomorphism Spectrum with Pathologist-level Performance in Breast Cancer | Dec 9, 2020 | whole slide images | —Unverified | 0 |