| Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification | Jun 30, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Weighted multi-level deep learning analysis and framework for processing breast cancer WSIs | Jun 28, 2021 | Deep LearningDiagnostic | —Unverified | 0 |
| Using deep learning to detect patients at risk for prostate cancer despite benign biopsies | Jun 27, 2021 | Hyperparameter OptimizationModel Optimization | —Unverified | 0 |
| Pay Attention with Focus: A Novel Learning Scheme for Classification of Whole Slide Images | Jun 11, 2021 | whole slide images | —Unverified | 0 |
| An End-to-End Breast Tumour Classification Model Using Context-Based Patch Modelling- A BiLSTM Approach for Image Classification | Jun 5, 2021 | Breast Tumour ClassificationClassification | —Unverified | 0 |
| Conditional Deep Convolutional Neural Networks for Improving the Automated Screening of Histopathological Images | May 29, 2021 | Semantic Segmentationwhole slide images | —Unverified | 0 |
| Self-learning for weakly supervised Gleason grading of local patterns | May 21, 2021 | PrognosisSelf-Learning | 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 |
| Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems | May 20, 2021 | Medical Image Analysiswhole slide images | —Unverified | 0 |
| A deep learning model for gastric diffuse-type adenocarcinoma classification in whole slide images | Apr 26, 2021 | DiagnosticGeneral Classification | —Unverified | 0 |
| Transcriptome-wide prediction of prostate cancer gene expression from histopathology images using co-expression based convolutional neural networks | Apr 19, 2021 | whole slide images | CodeCode Available | 0 |
| Histopathology WSI Encoding based on GCNs for Scalable and Efficient Retrieval of Diagnostically Relevant Regions | Apr 16, 2021 | Graph EmbeddingImage Retrieval | —Unverified | 0 |
| A digital score of tumour-associated stroma infiltrating lymphocytes predicts survival in head and neck squamous cell carcinoma | Apr 16, 2021 | Clinical Knowledgewhole slide images | —Unverified | 0 |
| Spectral decoupling allows training transferable neural networks in medical imaging | Mar 31, 2021 | Image Classificationwhole slide images | —Unverified | 0 |
| Deeply supervised UNet for semantic segmentation to assist dermatopathological assessment of Basal Cell Carcinoma (BCC) | Mar 5, 2021 | DecoderSemantic Segmentation | —Unverified | 0 |
| Prostate Tissue Grading with Deep Quantum Measurement Ordinal Regression | Mar 4, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| PECNet: A Deep Multi-Label Segmentation Network for Eosinophilic Esophagitis Biopsy Diagnostics | Mar 2, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| EPIC-Survival: End-to-end Part Inferred Clustering for Survival Analysis, Featuring Prognostic Stratification Boosting | Jan 26, 2021 | ClusteringSurvival Analysis | —Unverified | 0 |
| A tool for user friendly, cloud based, whole slide image segmentation | Jan 18, 2021 | Image SegmentationManagement | —Unverified | 0 |
| Learning to be EXACT, Cell Detection for Asthma on Partially Annotated Whole Slide Images | Jan 13, 2021 | Cell Detectionobject-detection | —Unverified | 0 |
| Dataset on Bi- and Multi-Nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors | Jan 5, 2021 | object-detectionObject Detection | CodeCode Available | 0 |
| GANDA: A deep generative adversarial network predicts the spatial distribution of nanoparticles in tumor pixelly | Dec 23, 2020 | Generative Adversarial Networkwhole slide images | —Unverified | 0 |
| Natural vs Balanced Distribution in Deep Learning on Whole Slide Images for Cancer Detection | Dec 21, 2020 | whole slide images | —Unverified | 0 |
| Automated Scoring of Nuclear Pleomorphism Spectrum with Pathologist-level Performance in Breast Cancer | Dec 9, 2020 | whole slide images | —Unverified | 0 |
| Self-Supervision Closes the Gap Between Weak and Strong Supervision in Histology | Dec 7, 2020 | BIG-bench Machine LearningSelf-Supervised Learning | —Unverified | 0 |
| One-Pixel Attack Deceives Computer-Assisted Diagnosis of Cancer | Dec 1, 2020 | Diagnosticwhole slide images | —Unverified | 0 |
| Overcoming the limitations of patch-based learning to detect cancer in whole slide images | Dec 1, 2020 | whole slide images | —Unverified | 0 |
| Deep learning models for gastric signet ring cell carcinoma classification in whole slide images | Nov 18, 2020 | General ClassificationPrognosis | —Unverified | 0 |
| A Multi-resolution Model for Histopathology Image Classification and Localization with Multiple Instance Learning | Nov 5, 2020 | General Classificationimage-classification | —Unverified | 0 |
| A Deep Learning Study on Osteosarcoma Detection from Histological Images | Nov 2, 2020 | Deep LearningPrognosis | —Unverified | 0 |
| A Dilated Residual Hierarchically Fashioned Segmentation Framework for Extracting Gleason Tissues and Grading Prostate Cancer from Whole Slide Images | Nov 1, 2020 | Scene ParsingSemantic Segmentation | CodeCode Available | 0 |
| Ink Marker Segmentation in Histopathology Images Using Deep Learning | Oct 29, 2020 | Cross-Modal RetrievalDeep Learning | —Unverified | 0 |
| GloFlow: Global Image Alignment for Creation of Whole Slide Images for Pathology from Video | Oct 28, 2020 | Image RegistrationOptical Flow Estimation | —Unverified | 0 |
| A Pathologist-Annotated Dataset for Validating Artificial Intelligence: A Project Description and Pilot Study | Oct 14, 2020 | whole slide images | CodeCode Available | 0 |
| Boosted EfficientNet: Detection of Lymph Node Metastases in Breast Cancer Using Convolutional Neural Network | Oct 10, 2020 | Data AugmentationImage Cropping | —Unverified | 0 |
| Computational analysis of pathological image enables interpretable prediction for microsatellite instability | Oct 7, 2020 | Feature Importancewhole slide images | —Unverified | 0 |
| Histopathological Stain Transfer using Style Transfer Network with Adversarial Loss | Oct 6, 2020 | Style Transferwhole slide images | —Unverified | 0 |
| Improving Interpretability for Computer-aided Diagnosis tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-based Explanations | Sep 29, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Predicting molecular phenotypes from histopathology images: a transcriptome-wide expression-morphology analysis in breast cancer | Sep 18, 2020 | whole slide images | —Unverified | 0 |
| RCNN for Region of Interest Detection in Whole Slide Images | Sep 16, 2020 | Diagnosticwhole slide images | CodeCode Available | 0 |
| Semantic Segmentation of Histopathological Slides for the Classification of Cutaneous Lymphoma and Eczema | Sep 10, 2020 | DiagnosticGeneral Classification | —Unverified | 0 |
| Multimodal brain tumor classification | Sep 3, 2020 | Brain Tumor ClassificationClassification | —Unverified | 0 |
| An automatic framework for fusing information from differently stained consecutive digital whole slide images: A case study in renal histology | Aug 29, 2020 | whole slide images | —Unverified | 0 |
| A completely annotated whole slide image dataset of canine breast cancer to aid human breast cancer research | Aug 24, 2020 | Representation Learningwhole slide images | CodeCode Available | 0 |
| Graph Neural Networks for UnsupervisedDomain Adaptation of Histopathological ImageAnalytics | Aug 21, 2020 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| Renal Cell Carcinoma Detection and Subtyping with Minimal Point-Based Annotation in Whole-Slide Images | Aug 12, 2020 | Diagnosticwhole slide images | CodeCode Available | 0 |
| Switching Loss for Generalized Nucleus Detection in Histopathology | Aug 9, 2020 | GPUMedical Image Analysis | —Unverified | 0 |
| Feature based Sequential Classifier with Attention Mechanism | Jul 22, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Self-similarity Student for Partial Label Histopathology Image Segmentation | Jul 19, 2020 | DiagnosticImage Segmentation | —Unverified | 0 |
| Evaluating and interpreting caption prediction for histopathology images | Jul 8, 2020 | Caption GenerationImage Captioning | CodeCode Available | 0 |