| Contextual unsupervised deep clustering in digital pathology | Jul 24, 2024 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Boosted EfficientNet: Detection of Lymph Node Metastases in Breast Cancer Using Convolutional Neural Network | Oct 10, 2020 | Data AugmentationImage Cropping | —Unverified | 0 |
| Atlas: A Novel Pathology Foundation Model by Mayo Clinic, Charité, and Aignostics | Jan 9, 2025 | whole slide images | —Unverified | 0 |
| PreMix: Addressing Label Scarcity in Whole Slide Image Classification with Pre-trained Multiple Instance Learning Aggregators | Aug 2, 2024 | Active Learningimage-classification | —Unverified | 0 |
| A Novel Framework for the Automated Characterization of Gram-Stained Blood Culture Slides Using a Large-Scale Vision Transformer | Sep 23, 2024 | Classificationwhole slide images | —Unverified | 0 |
| Beyond Classification: Whole Slide Tissue Histopathology Analysis By End-To-End Part Learning | Jan 25, 2020 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | —Unverified | 0 |
| A Dual Convolutional Neural Network Pipeline for Melanoma Diagnostics and Prognostics | Dec 14, 2023 | DiagnosticPrognosis | —Unverified | 0 |
| Diagnostic Text-guided Representation Learning in Hierarchical Classification for Pathological Whole Slide Image | Nov 16, 2024 | ClassificationDiagnostic | —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 |
| Benchmarking Hierarchical Image Pyramid Transformer for the classification of colon biopsies and polyps in histopathology images | May 24, 2024 | BenchmarkingClassification | —Unverified | 0 |
| A Novel Cell Map Representation for Weakly Supervised Prediction of ER and PR Status from H&E WSIs | Jul 20, 2021 | Prognosiswhole slide images | —Unverified | 0 |
| Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise | Jan 3, 2023 | BenchmarkingClassification | —Unverified | 0 |
| A Novel Approach to Linking Histology Images with DNA Methylation | Apr 7, 2025 | Graph Neural NetworkWeakly-supervised Learning | —Unverified | 0 |
| A Computer-Aided Diagnosis System for Breast Pathology: A Deep Learning Approach with Model Interpretability from Pathological Perspective | Aug 5, 2021 | ClassificationDeep Learning | —Unverified | 0 |
| Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images | Apr 26, 2022 | DiagnosticMultiple Instance Learning | —Unverified | 0 |
| BEL: A Bag Embedding Loss for Transformer enhances Multiple Instance Whole Slide Image Classification | Mar 2, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Rapid Artefact Removal and H&E-Stained Tissue Segmentation | Aug 25, 2023 | whole slide images | —Unverified | 0 |
| Balancing Privacy and Progress in Artificial Intelligence: Anonymization in Histopathology for Biomedical Research and Education | Jul 18, 2023 | whole slide images | —Unverified | 0 |
| BACH: Grand Challenge on Breast Cancer Histology Images | Aug 13, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| An Investigation into Glomeruli Detection in Kidney H&E and PAS Images using YOLO | Jul 25, 2023 | DiagnosticSpecificity | —Unverified | 0 |
| An ensemble deep learning approach to detect tumors on Mohs micrographic surgery slides | Apr 7, 2025 | Deep Learningwhole slide images | —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 |
| Semi-Automated Quality Assurance in Digital Pathology: Tile Classification Approach | Jun 12, 2025 | Diagnosticwhole slide images | —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 |