| Dataset on Bi- and Multi-Nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors | Jan 5, 2021 | object-detectionObject Detection | CodeCode Available | 0 |
| CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images | Jan 2, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images | Jan 1, 2021 | AttributeMultiple Instance Learning | CodeCode Available | 1 |
| 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 |
| Overcoming the limitations of patch-based learning to detect cancer in whole slide images | Dec 1, 2020 | whole slide images | —Unverified | 0 |
| One-Pixel Attack Deceives Computer-Assisted Diagnosis of Cancer | Dec 1, 2020 | Diagnosticwhole 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 |
| Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning | Nov 17, 2020 | ClassificationContrastive Learning | CodeCode Available | 1 |
| 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 |
| Multiple Instance Learning with Center Embeddings for Histopathology Classification | Sep 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| 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 |
| Whole Slide Images based Cancer Survival Prediction using Attention Guided Deep Multiple Instance Learning Networks | Sep 23, 2020 | Deep AttentionMultiple Instance Learning | CodeCode Available | 1 |
| Federated Learning for Computational Pathology on Gigapixel Whole Slide Images | Sep 21, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| 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 |
| EasierPath: An Open-source Tool for Human-in-the-loop Deep Learning of Renal Pathology | Jul 28, 2020 | Deep Learningobject-detection | CodeCode Available | 1 |
| 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 |
| Selecting Regions of Interest in Large Multi-Scale Images for Cancer Pathology | Jul 3, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Deep Interactive Learning: An Efficient Labeling Approach for Deep Learning-Based Osteosarcoma Treatment Response Assessment | Jul 2, 2020 | whole slide images | —Unverified | 0 |
| Deep Learning-based Computational Pathology Predicts Origins for Cancers of Unknown Primary | Jun 24, 2020 | Diagnosticwhole slide images | CodeCode Available | 1 |
| HookNet: multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images | Jun 22, 2020 | DecoderImage Segmentation | CodeCode Available | 1 |
| Unsupervised Learning of Deep-Learned Features from Breast Cancer Images | Jun 21, 2020 | whole slide images | —Unverified | 0 |
| Manifolds for Unsupervised Visual Anomaly Detection | Jun 19, 2020 | Anomaly Detectionwhole slide images | CodeCode Available | 1 |
| Map3D: Registration Based Multi-Object Tracking on 3D Serial Whole Slide Images | Jun 10, 2020 | Multi-Object TrackingObject Tracking | CodeCode Available | 0 |
| A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images | Jun 8, 2020 | Specificitywhole slide images | —Unverified | 0 |
| Detection of prostate cancer in whole-slide images through end-to-end training with image-level labels | Jun 5, 2020 | GPUMultiple Instance Learning | CodeCode Available | 1 |
| CNN-based Approach for Cervical Cancer Classification in Whole-Slide Histopathology Images | May 28, 2020 | Cancer ClassificationGeneral Classification | CodeCode Available | 0 |
| Kernel Self-Attention in Deep Multiple Instance Learning | May 25, 2020 | Medical Image AnalysisMultiple Instance Learning | —Unverified | 0 |
| Classification of Epithelial Ovarian Carcinoma Whole-Slide Pathology Images Using Deep Transfer Learning | May 22, 2020 | General ClassificationTransfer Learning | CodeCode Available | 1 |
| HistNet: Histopathology Segmentation Using Context Aggregation | May 14, 2020 | DecoderSegmentation | —Unverified | 0 |