| 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 |