| GRAPHITE: Graph-Based Interpretable Tissue Examination for Enhanced Explainability in Breast Cancer Histopathology | Jan 8, 2025 | DiagnosticGraph Attention | CodeCode Available | 0 |
| Going Deeper through the Gleason Scoring Scale: An Automatic end-to-end System for Histology Prostate Grading and Cribriform Pattern Detection | May 21, 2021 | Diagnosticwhole slide images | CodeCode Available | 0 |
| Whole-slide-imaging Cancer Metastases Detection and Localization with Limited Tumorous Data | Mar 18, 2023 | Knowledge DistillationMedical Image Analysis | CodeCode Available | 0 |
| Deep learning-based classification of breast cancer molecular subtypes from H&E whole-slide images | Aug 30, 2024 | whole slide images | CodeCode Available | 0 |
| Glo-In-One-v2: Holistic Identification of Glomerular Cells, Tissues, and Lesions in Human and Mouse Histopathology | Nov 25, 2024 | Lesion SegmentationSegmentation | CodeCode Available | 0 |
| A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide Images | Mar 20, 2023 | Medical Image AnalysisRepresentation Learning | CodeCode Available | 0 |
| GeneQuery: A General QA-based Framework for Spatial Gene Expression Predictions from Histology Images | Nov 27, 2024 | Question Answeringwhole slide images | CodeCode Available | 0 |
| Gene-induced Multimodal Pre-training for Image-omic Classification | Sep 6, 2023 | ClassificationTriplet | CodeCode Available | 0 |
| Dataset on Bi- and Multi-Nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors | Jan 5, 2021 | object-detectionObject Detection | CodeCode Available | 0 |
| From Pixels to Histopathology: A Graph-Based Framework for Interpretable Whole Slide Image Analysis | Mar 14, 2025 | DiagnosticGraph Attention | CodeCode Available | 0 |
| From Modern CNNs to Vision Transformers: Assessing the Performance, Robustness, and Classification Strategies of Deep Learning Models in Histopathology | Apr 11, 2022 | BenchmarkingCancer Classification | CodeCode Available | 0 |
| Automatic Labels are as Effective as Manual Labels in Biomedical Images Classification with Deep Learning | Jun 20, 2024 | whole slide images | CodeCode Available | 0 |
| Automatic and explainable grading of meningiomas from histopathology images | Jul 19, 2021 | object-detectionObject Detection | CodeCode Available | 0 |
| Multi-Resolution Histopathology Patch Graphs for Ovarian Cancer Subtyping | Jul 25, 2024 | Multiple Instance Learningwhole slide images | CodeCode Available | 0 |
| A Unified Framework for Tumor Proliferation Score Prediction in Breast Histopathology | Dec 21, 2016 | Mitosis Detectionwhole slide images | CodeCode Available | 0 |
| Fluoroformer: Scaling multiple instance learning to multiplexed images via attention-based channel fusion | Nov 13, 2024 | Multiple Instance Learningwhole slide images | CodeCode Available | 0 |
| Towards a Comprehensive Benchmark for Pathological Lymph Node Metastasis in Breast Cancer Sections | Nov 16, 2024 | BenchmarkingDiagnostic | CodeCode Available | 0 |
| Multi-scale fully convolutional neural networks for histopathology image segmentation: from nuclear aberrations to the global tissue architecture | Sep 24, 2019 | GPUImage Segmentation | CodeCode Available | 0 |
| Deep learning algorithms out-perform veterinary pathologists in detecting the mitotically most active tumor region | Feb 12, 2019 | object-detectionObject Detection | CodeCode Available | 0 |
| Attention to detail: inter-resolution knowledge distillation | Jan 11, 2024 | Knowledge Distillationwhole slide images | CodeCode Available | 0 |
| URCDM: Ultra-Resolution Image Synthesis in Histopathology | Jul 18, 2024 | AnatomyImage Generation | CodeCode Available | 0 |
| SCMIL: Sparse Context-aware Multiple Instance Learning for Predicting Cancer Survival Probability Distribution in Whole Slide Images | Jun 30, 2024 | Multiple Instance LearningPrediction | CodeCode Available | 0 |
| Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images | Mar 4, 2025 | Instance SegmentationSemantic Segmentation | CodeCode Available | 0 |
| FFusionCGAN: An end-to-end fusion method for few-focus images using conditional GAN in cytopathological digital slides | Jan 3, 2020 | Generative Adversarial NetworkMulti Focus Image Fusion | CodeCode Available | 0 |
| Scribble-based fast weak-supervision and interactive corrections for segmenting whole slide images | Feb 13, 2024 | SegmentationWeakly supervised segmentation | CodeCode Available | 0 |