| High-performance Data Management for Whole Slide Image Analysis in Digital Pathology | Aug 10, 2023 | CPUGPU | CodeCode Available | 1 |
| Artifact Restoration in Histology Images with Diffusion Probabilistic Models | Jul 26, 2023 | Denoisingwhole slide images | CodeCode Available | 1 |
| An Investigation into Glomeruli Detection in Kidney H&E and PAS Images using YOLO | Jul 25, 2023 | DiagnosticSpecificity | CodeCode Available | 0 |
| Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction | Jul 22, 2023 | Survival Predictionwhole slide images | CodeCode Available | 1 |
| Balancing Privacy and Progress in Artificial Intelligence: Anonymization in Histopathology for Biomedical Research and Education | Jul 18, 2023 | whole slide images | —Unverified | 0 |
| Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation | Jul 14, 2023 | Active LearningInformativeness | CodeCode Available | 0 |
| CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image Classification | Jul 12, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| HistoColAi: An Open-Source Web Platform for Collaborative Digital Histology Image Annotation with AI-Driven Predictive Integration | Jul 11, 2023 | Diagnosticwhole slide images | —Unverified | 0 |
| Distill-SODA: Distilling Self-Supervised Vision Transformer for Source-Free Open-Set Domain Adaptation in Computational Pathology | Jul 10, 2023 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Physical Color Calibration of Digital Pathology Scanners for Robust Artificial Intelligence Assisted Cancer Diagnosis | Jul 7, 2023 | whole slide images | —Unverified | 0 |
| PseudoCell: Hard Negative Mining as Pseudo Labeling for Deep Learning-Based Centroblast Cell Detection | Jul 6, 2023 | Cell Detectionobject-detection | CodeCode Available | 0 |
| A Fully Automated and Explainable Algorithm for the Prediction of Malignant Transformation in Oral Epithelial Dysplasia | Jul 6, 2023 | whole slide images | —Unverified | 0 |
| Automated identification and quantification of myocardial inflammatory infiltration in digital histological images to diagnose myocarditis | Jul 3, 2023 | SensitivitySpecificity | —Unverified | 0 |
| HVTSurv: Hierarchical Vision Transformer for Patient-Level Survival Prediction from Whole Slide Image | Jun 30, 2023 | Multiple Instance LearningSurvival Prediction | CodeCode Available | 1 |
| Learning Nuclei Representations with Masked Image Modelling | Jun 29, 2023 | Instance SegmentationMedical Image Analysis | —Unverified | 0 |
| Structured State Space Models for Multiple Instance Learning in Digital Pathology | Jun 27, 2023 | Multiple Instance LearningState Space Models | CodeCode Available | 1 |
| Explainable and Position-Aware Learning in Digital Pathology | Jun 14, 2023 | Graph AttentionGraph Classification | —Unverified | 0 |
| Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency for Survival Prediction | Jun 14, 2023 | Survival AnalysisSurvival Prediction | CodeCode Available | 1 |
| 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 |
| Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images | Jun 13, 2023 | DiagnosticMultiple Instance Learning | CodeCode Available | 1 |
| 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 |
| The ACROBAT 2022 Challenge: Automatic Registration Of Breast Cancer Tissue | May 29, 2023 | Diagnosticwhole slide images | CodeCode Available | 1 |
| 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 |
| An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image Level | May 23, 2023 | GPUImage Segmentation | CodeCode Available | 1 |
| An End-to-end Pipeline for 3D Slide-wise Multi-stain Renal Pathology Registration | May 19, 2023 | whole slide images | CodeCode Available | 0 |
| Towards More Transparent and Accurate Cancer Diagnosis with an Unsupervised CAE Approach | May 19, 2023 | DiagnosticImage Retrieval | —Unverified | 0 |
| Cascaded Cross-Attention Networks for Data-Efficient Whole-Slide Image Classification Using Transformers | May 11, 2023 | image-classificationImage Classification | —Unverified | 0 |
| CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images | May 9, 2023 | DiagnosticImage Classification | CodeCode Available | 1 |
| 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 |
| Composite Biomarker Image for Advanced Visualization in Histopathology | Apr 24, 2023 | whole slide images | —Unverified | 0 |
| Exploring shared memory architectures for end-to-end gigapixel deep learning | Apr 24, 2023 | CPUDeep Learning | —Unverified | 0 |
| Improving Stain Invariance of CNNs for Segmentation by Fusing Channel Attention and Domain-Adversarial Training | Apr 22, 2023 | Semantic Segmentationwhole slide images | CodeCode Available | 1 |
| 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 |
| Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction | Apr 13, 2023 | PrognosisSurvival Prediction | CodeCode Available | 1 |
| hist2RNA: An efficient deep learning architecture to predict gene expression from breast cancer histopathology images | Apr 10, 2023 | whole slide images | CodeCode Available | 0 |
| Slideflow: Deep Learning for Digital Histopathology with Real-Time Whole-Slide Visualization | Apr 9, 2023 | Deep LearningHistopathological Image Classification | CodeCode Available | 2 |
| Comments on 'Fast and scalable search of whole-slide images via self-supervised deep learning' | Apr 7, 2023 | BinarizationImage Retrieval | —Unverified | 0 |
| Cross-scale Multi-instance Learning for Pathological Image Diagnosis | Apr 1, 2023 | whole slide images | CodeCode Available | 1 |
| Robust Tumor Detection from Coarse Annotations via Multi-Magnification Ensembles | Mar 29, 2023 | DiagnosticMultiple Instance Learning | —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 |