| Hospital-Agnostic Image Representation Learning in Digital Pathology | Apr 5, 2022 | Domain GeneralizationRepresentation Learning | —Unverified | 0 |
| Federated Learning for the Classification of Tumor Infiltrating Lymphocytes | Mar 30, 2022 | ClassificationFederated Learning | —Unverified | 0 |
| Learning to Predict RNA Sequence Expressions from Whole Slide Images with Applications for Search and Classification | Mar 26, 2022 | Multiple Instance LearningPrognosis | —Unverified | 0 |
| Imaging-based histological features are predictive of MET alterations in Non-Small Cell Lung Cancer | Mar 18, 2022 | whole slide images | —Unverified | 0 |
| Breast Cancer Molecular Subtypes Prediction on Pathological Images with Discriminative Patch Selecting and Multi-Instance Learning | Mar 15, 2022 | Weakly-supervised Learningwhole slide images | —Unverified | 0 |
| Automatic Fine-grained Glomerular Lesion Recognition in Kidney Pathology | Mar 11, 2022 | Fine-Grained Image Classificationwhole slide images | —Unverified | 0 |
| Mutual Contrastive Low-rank Learning to Disentangle Whole Slide Image Representations for Glioma Grading | Mar 8, 2022 | Contrastive LearningDiagnostic | —Unverified | 0 |
| Keep It Accurate and Robust: An Enhanced Nuclei Analysis Framework | Mar 4, 2022 | ClassificationSegmentation | CodeCode Available | 0 |
| Visual attention analysis of pathologists examining whole slide images of Prostate cancer | Feb 17, 2022 | Navigatewhole slide images | —Unverified | 0 |
| Multi-Scale Hybrid Vision Transformer for Learning Gastric Histology: AI-Based Decision Support System for Gastric Cancer Treatment | Feb 17, 2022 | DiagnosticSensitivity | —Unverified | 0 |
| A Pragmatic Machine Learning Approach to Quantify Tumor Infiltrating Lymphocytes in Whole Slide Images | Feb 14, 2022 | BIG-bench Machine LearningCell Detection | CodeCode Available | 0 |
| Multi-magnification networks for deformable image registration on histopathology images | Feb 4, 2022 | Image Registrationwhole slide images | —Unverified | 0 |
| MAg: a simple learning-based patient-level aggregation method for detecting microsatellite instability from whole-slide images | Jan 13, 2022 | Prognosiswhole slide images | CodeCode Available | 0 |
| Node-Aligned Graph Convolutional Network for Whole-Slide Image Representation and Classification | Jan 1, 2022 | Clusteringgraph construction | CodeCode Available | 0 |
| Classification of histopathology images using ConvNets to detect Lupus Nephritis | Dec 14, 2021 | Classificationwhole slide images | —Unverified | 0 |
| Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning | Dec 8, 2021 | DiagnosticGenerative Adversarial Network | —Unverified | 0 |
| Automatic tumour segmentation in H&E-stained whole-slide images of the pancreas | Dec 1, 2021 | PrognosisSegmentation | —Unverified | 0 |
| Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification | Nov 10, 2021 | Classificationimage-classification | —Unverified | 0 |
| BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images | Nov 8, 2021 | Diagnosticwhole slide images | —Unverified | 0 |
| First steps on Gamification of Lung Fluid Cells Annotations in the Flower Domain | Nov 5, 2021 | image-classificationImage Classification | —Unverified | 0 |
| A Retrospective Analysis using Deep-Learning Models for Prediction of Survival Outcome and Benefit of Adjuvant Chemotherapy in Stage II/III Colorectal Cancer | Nov 5, 2021 | Prognosiswhole slide images | —Unverified | 0 |
| Accounting for Dependencies in Deep Learning Based Multiple Instance Learning for Whole Slide Imaging | Nov 1, 2021 | Multiple Instance Learningwhole slide images | —Unverified | 0 |
| A Precision Diagnostic Framework of Renal Cell Carcinoma on Whole-Slide Images using Deep Learning | Oct 26, 2021 | ClassificationDiagnostic | —Unverified | 0 |
| A Personalized Diagnostic Generation Framework Based on Multi-source Heterogeneous Data | Oct 26, 2021 | DescriptiveDiagnostic | —Unverified | 0 |
| MHAttnSurv: Multi-Head Attention for Survival Prediction Using Whole-Slide Pathology Images | Oct 22, 2021 | Multiple Instance LearningPrediction | —Unverified | 0 |
| Unsupervised Artifact Detection for Whole Slide Images of Prostate Biopsies | Sep 29, 2021 | Artifact DetectionOne-Class Classification | —Unverified | 0 |
| Structure-aware scale-adaptive networks for cancer segmentation in whole-slide images | Sep 26, 2021 | Decoderfeature selection | CodeCode Available | 0 |
| Automated risk classification of colon biopsies based on semantic segmentation of histopathology images | Sep 16, 2021 | Image SegmentationSegmentation | —Unverified | 0 |
| WeakSTIL: Weak whole-slide image level stromal tumor infiltrating lymphocyte scores are all you need | Sep 13, 2021 | AllDecision Making | —Unverified | 0 |
| DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis | Sep 13, 2021 | Classificationwhole slide images | —Unverified | 0 |
| Assessing domain adaptation techniques for mitosis detection in multi-scanner breast cancer histopathology images | Sep 1, 2021 | DiagnosticDomain Adaptation | CodeCode Available | 0 |
| AMMASurv: Asymmetrical Multi-Modal Attention for Accurate Survival Analysis with Whole Slide Images and Gene Expression Data | Aug 28, 2021 | Survival AnalysisSurvival Prediction | —Unverified | 0 |
| Evaluating Transformer-based Semantic Segmentation Networks for Pathological Image Segmentation | Aug 26, 2021 | Image SegmentationSegmentation | —Unverified | 0 |
| Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimens | Aug 19, 2021 | Cell DetectionDiagnostic | CodeCode Available | 0 |
| OncoPetNet: A Deep Learning based AI system for mitotic figure counting on H&E stained whole slide digital images in a large veterinary diagnostic lab setting | Aug 17, 2021 | Decision MakingDiagnostic | —Unverified | 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 |
| 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 |
| Automatic Multi-Stain Registration of Whole Slide Images in Histopathology | Jul 29, 2021 | Translationwhole slide images | —Unverified | 0 |
| Creating small but meaningful representations of digital pathology images | Jul 20, 2021 | Image RetrievalRepresentation Learning | —Unverified | 0 |
| Attention-based Multiple Instance Learning with Mixed Supervision on the Camelyon16 Dataset | Jul 20, 2021 | Multiple Instance Learningwhole 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 |
| DeepSMILE: Contrastive self-supervised pre-training benefits MSI and HRD classification directly from H&E whole-slide images in colorectal and breast cancer | Jul 20, 2021 | ClassificationMultiple Instance Learning | CodeCode Available | 0 |
| Molecular Subtype Prediction for Breast Cancer Using H&E Specialized Backbone | Jul 20, 2021 | PrognosisTransfer Learning | —Unverified | 0 |
| Automated Quanti cation Of Blood Microvessels In Hematoxylin And Eosin Whole Slide Images | Jul 20, 2021 | whole slide images | —Unverified | 0 |
| Multi-Scale Task Multiple Instance Learning for the Classification of Digital Pathology Images with Global Annotations | Jul 20, 2021 | Multiple Instance Learningwhole slide images | —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 |
| Automatic and explainable grading of meningiomas from histopathology images | Jul 19, 2021 | object-detectionObject Detection | CodeCode Available | 0 |
| CAD systems for colorectal cancer from WSI are still not ready for clinical acceptance | Jul 13, 2021 | Colorectal Polyps Characterizationwhole slide images | —Unverified | 0 |
| A Survey on Graph-Based Deep Learning for Computational Histopathology | Jul 1, 2021 | Deep Learninggraph construction | —Unverified | 0 |
| Feasibility of Haralick's Texture Features for the Classification of Chromogenic In-situ Hybridization Images | Jul 1, 2021 | Classificationwhole slide images | —Unverified | 0 |