| Tissue Artifact Segmentation and Severity Analysis for Automated Diagnosis Using Whole Slide Images | Jan 1, 2024 | Artifact Detectionwhole slide images | —Unverified | 0 |
| Hierarchical Vision Transformers for Context-Aware Prostate Cancer Grading in Whole Slide Images | Dec 19, 2023 | whole slide images | CodeCode Available | 0 |
| On the calibration of neural networks for histological slide-level classification | Dec 15, 2023 | Classificationwhole slide images | CodeCode Available | 0 |
| A Dual Convolutional Neural Network Pipeline for Melanoma Diagnostics and Prognostics | Dec 14, 2023 | DiagnosticPrognosis | —Unverified | 0 |
| Artificial Intelligence for Digital and Computational Pathology | Dec 13, 2023 | Prognosiswhole slide images | —Unverified | 0 |
| Vision Transformer-Based Deep Learning for Histologic Classification of Endometrial Cancer | Dec 13, 2023 | whole slide images | —Unverified | 0 |
| NearbyPatchCL: Leveraging Nearby Patches for Self-Supervised Patch-Level Multi-Class Classification in Whole-Slide Images | Dec 12, 2023 | Contrastive LearningMulti-class Classification | CodeCode Available | 0 |
| When an Image is Worth 1,024 x 1,024 Words: A Case Study in Computational Pathology | Dec 6, 2023 | PrognosisSurvival Prediction | —Unverified | 0 |
| Ultra-Resolution Cascaded Diffusion Model for Gigapixel Image Synthesis in Histopathology | Dec 2, 2023 | Image Generationwhole slide images | —Unverified | 0 |
| The Importance of Downstream Networks in Digital Pathology Foundation Models | Nov 29, 2023 | Representation LearningSensitivity | —Unverified | 0 |
| Cell Maps Representation For Lung Adenocarcinoma Growth Patterns Classification In Whole Slide Images | Nov 27, 2023 | Prognosiswhole slide images | —Unverified | 0 |
| Segmentation of diagnostic tissue compartments on whole slide images with renal thrombotic microangiopathies (TMAs) | Nov 25, 2023 | DiagnosticSegmentation | —Unverified | 0 |
| Deep learning-based detection of morphological features associated with hypoxia in H&E breast cancer whole slide images | Nov 21, 2023 | Multiple Instance Learningwhole slide images | —Unverified | 0 |
| MGCT: Mutual-Guided Cross-Modality Transformer for Survival Outcome Prediction using Integrative Histopathology-Genomic Features | Nov 20, 2023 | Prognosiswhole slide images | CodeCode Available | 0 |
| Selection of Distinct Morphologies to Divide & Conquer Gigapixel Pathology Images | Nov 16, 2023 | whole slide images | —Unverified | 0 |
| LymphoML: An interpretable artificial intelligence-based method identifies morphologic features that correlate with lymphoma subtype | Nov 16, 2023 | DiagnosticInterpretable Machine Learning | CodeCode Available | 0 |
| Diffusion-based generation of Histopathological Whole Slide Images at a Gigapixel scale | Nov 14, 2023 | Image Generationwhole slide images | —Unverified | 0 |
| Transformer-based Model for Oral Epithelial Dysplasia Segmentation | Nov 9, 2023 | modelSegmentation | —Unverified | 0 |
| MixUp-MIL: A Study on Linear & Multilinear Interpolation-Based Data Augmentation for Whole Slide Image Classification | Nov 6, 2023 | Data Augmentationimage-classification | —Unverified | 0 |
| What a Whole Slide Image Can Tell? Subtype-guided Masked Transformer for Pathological Image Captioning | Oct 31, 2023 | Image CaptioningSentence | —Unverified | 0 |
| Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images | Oct 30, 2023 | Gaussian ProcessesMultiple Instance Learning | —Unverified | 0 |
| Artifact-Robust Graph-Based Learning in Digital Pathology | Oct 27, 2023 | whole slide images | —Unverified | 0 |
| Evaluation of the mitotic score of invasive breast carcinomas on digital slide: development and contribution of a mitosis detection algorithm | Oct 16, 2023 | Mitosis Detectionwhole slide images | —Unverified | 0 |
| A Spitzoid Tumor dataset with clinical metadata and Whole Slide Images for Deep Learning models | Oct 16, 2023 | Diagnosticwhole slide images | —Unverified | 0 |
| Development and Validation of a Deep Learning-Based Microsatellite Instability Predictor from Prostate Cancer Whole-Slide Images | Oct 12, 2023 | DiagnosticMultiple Instance Learning | —Unverified | 0 |
| Deep Learning Predicts Biomarker Status and Discovers Related Histomorphology Characteristics for Low-Grade Glioma | Oct 11, 2023 | Multiple Instance LearningOne-Class Classification | —Unverified | 0 |
| Improving mitosis detection on histopathology images using large vision-language models | Oct 11, 2023 | Domain GeneralizationImage Captioning | —Unverified | 0 |
| Classifying Whole Slide Images: What Matters? | Oct 5, 2023 | Unsupervised Pre-trainingwhole slide images | —Unverified | 0 |
| Creating an Atlas of Normal Tissue for Pruning WSI Patching Through Anomaly Detection | Oct 4, 2023 | Anomaly Detectionwhole slide images | —Unverified | 0 |
| Glioma subtype classification from histopathological images using in-domain and out-of-domain transfer learning: An experimental study | Sep 29, 2023 | Domain AdaptationMulti-Task Learning | —Unverified | 0 |
| Advances in Kidney Biopsy Lesion Assessment through Dense Instance Segmentation | Sep 29, 2023 | Instance SegmentationLesion Classification | —Unverified | 0 |
| Cross-attention-based saliency inference for predicting cancer metastasis on whole slide images | Sep 18, 2023 | Multiple Instance LearningRepresentation Learning | —Unverified | 0 |
| Improved Breast Cancer Diagnosis through Transfer Learning on Hematoxylin and Eosin Stained Histology Images | Sep 15, 2023 | Image AugmentationTransfer Learning | —Unverified | 0 |
| Automated segmentation of rheumatoid arthritis immunohistochemistry stained synovial tissue | Sep 13, 2023 | whole slide images | —Unverified | 0 |
| Open and reusable deep learning for pathology with WSInfer and QuPath | Sep 8, 2023 | Deep Learningwhole slide images | —Unverified | 0 |
| Gene-induced Multimodal Pre-training for Image-omic Classification | Sep 6, 2023 | ClassificationTriplet | CodeCode Available | 0 |
| Evaluation Kidney Layer Segmentation on Whole Slide Imaging using Convolutional Neural Networks and Transformers | Sep 5, 2023 | Deep LearningSegmentation | —Unverified | 0 |
| RACR-MIL: Weakly Supervised Skin Cancer Grading using Rank-Aware Contextual Reasoning on Whole Slide Images | Aug 29, 2023 | Graph AttentionMultiple Instance Learning | —Unverified | 0 |
| Rapid Artefact Removal and H&E-Stained Tissue Segmentation | Aug 25, 2023 | whole slide images | —Unverified | 0 |
| Spatial Pathomics Toolkit for Quantitative Analysis of Podocyte Nuclei with Histology and Spatial Transcriptomics Data in Renal Pathology | Aug 10, 2023 | Semantic Segmentationwhole slide images | CodeCode Available | 0 |
| Multi-scale Multi-site Renal Microvascular Structures Segmentation for Whole Slide Imaging in Renal Pathology | Aug 10, 2023 | Segmentationwhole slide images | —Unverified | 0 |
| An Investigation into Glomeruli Detection in Kidney H&E and PAS Images using YOLO | Jul 25, 2023 | DiagnosticSpecificity | —Unverified | 0 |
| 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 |
| 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 |
| 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 |
| Learning Nuclei Representations with Masked Image Modelling | Jun 29, 2023 | Instance SegmentationMedical Image Analysis | —Unverified | 0 |