| Predicting Ovarian Cancer Treatment Response in Histopathology using Hierarchical Vision Transformers and Multiple Instance Learning | Oct 19, 2023 | Multiple Instance Learningwhole slide images | CodeCode Available | 1 |
| A Spitzoid Tumor dataset with clinical metadata and Whole Slide Images for Deep Learning models | Oct 16, 2023 | Diagnosticwhole 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 |
| 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 |
| Improving mitosis detection on histopathology images using large vision-language models | Oct 11, 2023 | Domain GeneralizationImage Captioning | —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 |
| 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 |
| MUSTANG: Multi-Stain Self-Attention Graph Multiple Instance Learning Pipeline for Histopathology Whole Slide Images | Sep 19, 2023 | DiagnosticGraph Neural Network | CodeCode Available | 1 |
| 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 |
| HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis | Sep 14, 2023 | Graph Neural NetworkPrognosis | CodeCode Available | 1 |
| Virchow: A Million-Slide Digital Pathology Foundation Model | Sep 14, 2023 | Breast Tumour ClassificationCancer Classification | CodeCode Available | 1 |
| 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 |
| CircleFormer: Circular Nuclei Detection in Whole Slide Images with Circle Queries and Attention | Aug 30, 2023 | DecoderMedical Image Analysis | CodeCode Available | 1 |
| 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 |
| PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers | Aug 19, 2023 | Multiple Instance LearningWeakly Supervised Classification | CodeCode Available | 1 |
| 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 |
| High-performance Data Management for Whole Slide Image Analysis in Digital Pathology | Aug 10, 2023 | CPUGPU | CodeCode Available | 1 |