| Explainable and Position-Aware Learning in Digital Pathology | Jun 14, 2023 | Graph AttentionGraph Classification | —Unverified | 0 |
| Semi-supervised Cell Recognition under Point Supervision | Jun 14, 2023 | whole slide images | CodeCode Available | 0 |
| Artificial intelligence in digital pathology: a systematic review and meta-analysis of diagnostic test accuracy | Jun 13, 2023 | DiagnosticSpecificity | —Unverified | 0 |
| Context-Aware Self-Supervised Learning of Whole Slide Images | Jun 7, 2023 | Self-Supervised Learningwhole slide images | —Unverified | 0 |
| LESS: Label-efficient Multi-scale Learning for Cytological Whole Slide Image Screening | Jun 6, 2023 | Multiple Instance LearningSelf-Supervised Learning | —Unverified | 0 |
| Publicly available datasets of breast histopathology H&E whole-slide images: A scoping review | Jun 2, 2023 | ArticlesDeep Learning | —Unverified | 0 |
| Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered Learning | May 31, 2023 | Cell SegmentationImage Segmentation | CodeCode Available | 0 |
| Vision Transformers for Small Histological Datasets Learned through Knowledge Distillation | May 27, 2023 | Airbubbles DetectionAnomaly Detection | CodeCode Available | 0 |
| Multi-scale Efficient Graph-Transformer for Whole Slide Image Classification | May 25, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Towards More Transparent and Accurate Cancer Diagnosis with an Unsupervised CAE Approach | May 19, 2023 | DiagnosticImage Retrieval | —Unverified | 0 |
| An End-to-end Pipeline for 3D Slide-wise Multi-stain Renal Pathology Registration | May 19, 2023 | whole slide images | CodeCode Available | 0 |
| Cascaded Cross-Attention Networks for Data-Efficient Whole-Slide Image Classification Using Transformers | May 11, 2023 | image-classificationImage Classification | —Unverified | 0 |
| WWFedCBMIR: World-Wide Federated Content-Based Medical Image Retrieval | May 5, 2023 | Federated LearningImage Retrieval | —Unverified | 0 |
| Unsupervised Mutual Transformer Learning for Multi-Gigapixel Whole Slide Image Classification | May 3, 2023 | Classificationimage-classification | —Unverified | 0 |
| TPMIL: Trainable Prototype Enhanced Multiple Instance Learning for Whole Slide Image Classification | May 1, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| Automated Whole Slide Imaging for Label-Free Histology using Photon Absorption Remote Sensing Microscopy | Apr 26, 2023 | DiagnosticVirtual Staining | —Unverified | 0 |
| Exploring shared memory architectures for end-to-end gigapixel deep learning | Apr 24, 2023 | CPUDeep Learning | —Unverified | 0 |
| Composite Biomarker Image for Advanced Visualization in Histopathology | Apr 24, 2023 | whole slide images | —Unverified | 0 |
| Realistic Data Enrichment for Robust Image Segmentation in Histopathology | Apr 19, 2023 | Image AugmentationImage Segmentation | —Unverified | 0 |
| Ranking Loss and Sequestering Learning for Reducing Image Search Bias in Histopathology | Apr 15, 2023 | Image RetrievalRepresentation Learning | —Unverified | 0 |
| Masked Pre-Training of Transformers for Histology Image Analysis | Apr 14, 2023 | Multiple Instance LearningPrognosis | CodeCode Available | 0 |
| hist2RNA: An efficient deep learning architecture to predict gene expression from breast cancer histopathology images | Apr 10, 2023 | whole slide images | CodeCode Available | 0 |
| Comments on 'Fast and scalable search of whole-slide images via self-supervised deep learning' | Apr 7, 2023 | BinarizationImage Retrieval | —Unverified | 0 |
| Robust Tumor Detection from Coarse Annotations via Multi-Magnification Ensembles | Mar 29, 2023 | DiagnosticMultiple Instance Learning | —Unverified | 0 |
| Multi-task Learning of Histology and Molecular Markers for Classifying Diffuse Glioma | Mar 26, 2023 | Multi-Task Learningwhole slide images | —Unverified | 0 |
| Exploring the Interplay Between Colorectal Cancer Subtypes Genomic Variants and Cellular Morphology: A Deep-Learning Approach | Mar 26, 2023 | Binary ClassificationClassification | CodeCode Available | 0 |
| Exploring Visual Prompts for Whole Slide Image Classification with Multiple Instance Learning | Mar 23, 2023 | image-classificationImage Classification | —Unverified | 0 |
| OCELOT: Overlapped Cell on Tissue Dataset for Histopathology | Mar 23, 2023 | Cell DetectionMulti-Task Learning | —Unverified | 0 |
| Self-supervised learning of a tailored Convolutional Auto Encoder for histopathological prostate grading | Mar 21, 2023 | Self-Supervised Learningwhole slide images | —Unverified | 0 |
| A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide Images | Mar 20, 2023 | Medical Image AnalysisRepresentation Learning | CodeCode Available | 0 |
| Whole-slide-imaging Cancer Metastases Detection and Localization with Limited Tumorous Data | Mar 18, 2023 | Knowledge DistillationMedical Image Analysis | CodeCode Available | 0 |
| Robust Semi-Supervised Learning for Histopathology Images through Self-Supervision Guided Out-of-Distribution Scoring | Mar 17, 2023 | Medical Image AnalysisSelf-Supervised Learning | —Unverified | 0 |
| The NCI Imaging Data Commons as a platform for reproducible research in computational pathology | Mar 16, 2023 | whole slide images | CodeCode Available | 0 |
| Increasing the usefulness of already existing annotations through WSI registration | Mar 12, 2023 | whole slide images | —Unverified | 0 |
| AugDiff: Diffusion based Feature Augmentation for Multiple Instance Learning in Whole Slide Image | Mar 11, 2023 | DiversityImage Augmentation | —Unverified | 0 |
| Deep Learning for Predicting Metastasis on Melanoma WSIs | Mar 10, 2023 | Deep LearningPrognosis | —Unverified | 0 |
| Simple and Efficient Confidence Score for Grading Whole Slide Images | Mar 8, 2023 | whole slide images | —Unverified | 0 |
| Evolutionary Computation in Action: Feature Selection for Deep Embedding Spaces of Gigapixel Pathology Images | Mar 2, 2023 | Decision MakingEvolutionary Algorithms | —Unverified | 0 |
| Active Learning Enhances Classification of Histopathology Whole Slide Images with Attention-based Multiple Instance Learning | Mar 2, 2023 | Active LearningCancer Classification | —Unverified | 0 |
| BEL: A Bag Embedding Loss for Transformer enhances Multiple Instance Whole Slide Image Classification | Mar 2, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Hierarchical discriminative learning improves visual representations of biomedical microscopy | Mar 2, 2023 | Contrastive LearningRepresentation Learning | —Unverified | 0 |
| Time to Embrace Natural Language Processing (NLP)-based Digital Pathology: Benchmarking NLP- and Convolutional Neural Network-based Deep Learning Pipelines | Feb 21, 2023 | Benchmarkingwhole slide images | —Unverified | 0 |
| Domain-Specific Pre-training Improves Confidence in Whole Slide Image Classification | Feb 20, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| Dual Attention Model with Reinforcement Learning for Classification of Histology Whole-Slide Images | Feb 19, 2023 | Hard Attentionwhole slide images | —Unverified | 0 |
| Federated attention consistent learning models for prostate cancer diagnosis and Gleason grading | Feb 13, 2023 | Contrastive LearningEthics | —Unverified | 0 |
| Self-supervised learning-based cervical cytology for the triage of HPV-positive women in resource-limited settings and low-data regime | Feb 10, 2023 | Multiple Instance LearningSelf-Supervised Learning | —Unverified | 0 |
| Detection and Localization of Melanoma Skin Cancer in Histopathological Whole Slide Images | Feb 6, 2023 | Melanoma Diagnosiswhole slide images | CodeCode Available | 0 |
| Leveraging weak complementary labels to improve semantic segmentation of hepatocellular carcinoma and cholangiocarcinoma in H&E-stained slides | Feb 3, 2023 | DiagnosticSegmentation | —Unverified | 0 |
| From slides (through tiles) to pixels: an explainability framework for weakly supervised models in pre-clinical pathology | Feb 3, 2023 | Explainable Artificial Intelligence (XAI)whole slide images | —Unverified | 0 |
| Detecting Histologic & Clinical Glioblastoma Patterns of Prognostic Relevance | Feb 1, 2023 | Decision MakingDiagnostic | —Unverified | 0 |