| Learning to Predict RNA Sequence Expressions from Whole Slide Images with Applications for Search and Classification | Mar 26, 2022 | Multiple Instance LearningPrognosis | —Unverified | 0 |
| Interpretable Prediction of Lung Squamous Cell Carcinoma Recurrence With Self-supervised Learning | Mar 23, 2022 | Multiple Instance LearningSelf-Supervised Learning | CodeCode Available | 1 |
| DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification | Mar 22, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| 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 |
| End-to-end Multiple Instance Learning with Gradient Accumulation | Mar 8, 2022 | GPUMultiple Instance Learning | CodeCode Available | 1 |
| 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 |
| One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification | Feb 28, 2022 | AllCell Detection | CodeCode Available | 1 |
| Multi-Scale Hybrid Vision Transformer for Learning Gastric Histology: AI-Based Decision Support System for Gastric Cancer Treatment | Feb 17, 2022 | DiagnosticSensitivity | —Unverified | 0 |
| Visual attention analysis of pathologists examining whole slide images of Prostate cancer | Feb 17, 2022 | Navigatewhole slide images | —Unverified | 0 |
| Handcrafted Histological Transformer (H2T): Unsupervised Representation of Whole Slide Images | Feb 14, 2022 | Decision MakingDiagnostic | CodeCode Available | 1 |
| 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 |
| Inference of captions from histopathological patches | Feb 7, 2022 | Diagnosticwhole slide images | CodeCode Available | 1 |
| Multi-magnification networks for deformable image registration on histopathology images | Feb 4, 2022 | Image Registrationwhole slide images | —Unverified | 0 |
| Pan-tumor CAnine cuTaneous Cancer Histology (CATCH) dataset | Jan 27, 2022 | whole slide images | CodeCode Available | 1 |
| H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regression | Jan 17, 2022 | whole slide images | CodeCode Available | 1 |
| 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 |
| Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological images | Dec 7, 2021 | CPUSegmentation | CodeCode Available | 1 |
| Predicting Axillary Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Primary Tumor Biopsy Slides | Dec 4, 2021 | Multiple Instance LearningSpecificity | CodeCode Available | 1 |
| Automatic tumour segmentation in H&E-stained whole-slide images of the pancreas | Dec 1, 2021 | PrognosisSegmentation | —Unverified | 0 |