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| DSCA: A Dual-Stream Network with Cross-Attention on Whole-Slide Image Pyramids for Cancer Prognosis | Jun 12, 2022 | Prognosiswhole slide images | CodeCode Available | 1 |
| 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 |
| Local Attention Graph-based Transformer for Multi-target Genetic Alteration Prediction | May 13, 2022 | Inductive BiasMultiple Instance Learning | CodeCode Available | 1 |
| A Deep Reinforcement Learning Framework for Rapid Diagnosis of Whole Slide Pathological Images | May 5, 2022 | Deep Reinforcement LearningKnowledge Distillation | —Unverified | 0 |
| Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unlabeled, unannotated pathology slides | May 4, 2022 | Community DetectionRepresentation Learning | CodeCode Available | 1 |
| 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 |
