| Region of Interest Detection in Melanocytic Skin Tumor Whole Slide Images | Oct 29, 2022 | medical image detectionwhole slide images | —Unverified | 0 |
| EOCSA: Predicting Prognosis of Epithelial Ovarian Cancer with Whole Slide Histopathological Images | Oct 11, 2022 | PrognosisSurvival Analysis | CodeCode Available | 0 |
| Using Whole Slide Image Representations from Self-Supervised Contrastive Learning for Melanoma Concordance Regression | Oct 10, 2022 | Contrastive LearningDecision Making | —Unverified | 0 |
| A Pathologist-Informed Workflow for Classification of Prostate Glands in Histopathology | Sep 27, 2022 | Diagnosticwhole slide images | —Unverified | 0 |
| Quantifying the effect of color processing on blood and damaged tissue detection in Whole Slide Images | Sep 26, 2022 | Artifact DetectionBinary Classification | CodeCode Available | 0 |
| Learning Binary and Sparse Permutation-Invariant Representations for Fast and Memory Efficient Whole Slide Image Search | Aug 29, 2022 | GPUImage Retrieval | —Unverified | 0 |
| From WSI-level to Patch-level: Structure Prior Guided Binuclear Cell Fine-grained Detection | Aug 26, 2022 | whole slide images | —Unverified | 0 |
| Mitosis Detection, Fast and Slow: Robust and Efficient Detection of Mitotic Figures | Aug 26, 2022 | Domain GeneralizationMitosis Detection | —Unverified | 0 |
| EGFR Mutation Prediction of Lung Biopsy Images using Deep Learning | Aug 26, 2022 | Deep LearningDiagnostic | —Unverified | 0 |
| Patient-level Microsatellite Stability Assessment from Whole Slide Images By Combining Momentum Contrast Learning and Group Patch Embeddings | Aug 22, 2022 | ClassificationContrastive Learning | CodeCode Available | 0 |
| Deep Learning-Based Objective and Reproducible Osteosarcoma Chemotherapy Response Assessment and Outcome Prediction | Aug 9, 2022 | ManagementPrognosis | CodeCode Available | 0 |
| Multiplex-detection Based Multiple Instance Learning Network for Whole Slide Image Classification | Aug 6, 2022 | Diagnosticimage-classification | —Unverified | 0 |
| End-to-end Learning for Image-based Detection of Molecular Alterations in Digital Pathology | Jun 30, 2022 | whole slide images | —Unverified | 0 |
| Lesion-Aware Contrastive Representation Learning for Histopathology Whole Slide Images Analysis | Jun 27, 2022 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 |
| Test-time image-to-image translation ensembling improves out-of-distribution generalization in histopathology | Jun 20, 2022 | ArticlesData Augmentation | —Unverified | 0 |
| Transformer-based Personalized Attention Mechanism for Medical Images with Clinical Records | Jun 7, 2022 | whole slide images | CodeCode Available | 0 |
| A comparative study between vision transformers and CNNs in digital pathology | Jun 1, 2022 | Inductive Biaswhole slide images | —Unverified | 0 |
| A review of machine learning approaches, challenges and prospects for computational tumor pathology | May 31, 2022 | BIG-bench Machine LearningData Integration | —Unverified | 0 |
| A Deep Reinforcement Learning Framework for Rapid Diagnosis of Whole Slide Pathological Images | May 5, 2022 | Deep Reinforcement LearningKnowledge Distillation | —Unverified | 0 |
| Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images | Apr 26, 2022 | DiagnosticMultiple Instance Learning | —Unverified | 0 |
| Contrastive learning-based computational histopathology predict differential expression of cancer driver genes | Apr 25, 2022 | Contrastive Learningwhole slide images | CodeCode Available | 0 |
| Colorectal cancer survival prediction using deep distribution based multiple-instance learning | Apr 24, 2022 | Deep LearningMultiple Instance Learning | —Unverified | 0 |
| Evaluation of Multi-Scale Multiple Instance Learning to Improve Thyroid Cancer Classification | Apr 22, 2022 | Cancer ClassificationMultiple Instance Learning | —Unverified | 0 |
| From Modern CNNs to Vision Transformers: Assessing the Performance, Robustness, and Classification Strategies of Deep Learning Models in Histopathology | Apr 11, 2022 | BenchmarkingCancer Classification | CodeCode Available | 0 |
| Deep learning-based approach to reveal tumor mutational burden status from whole slide images across multiple cancer types | Apr 7, 2022 | whole slide images | —Unverified | 0 |