| 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 |
| Automatic Labels are as Effective as Manual Labels in Biomedical Images Classification with Deep Learning | Jun 20, 2024 | whole slide images | CodeCode Available | 0 |
| Automatic and explainable grading of meningiomas from histopathology images | Jul 19, 2021 | object-detectionObject Detection | CodeCode Available | 0 |
| Multi-Resolution Histopathology Patch Graphs for Ovarian Cancer Subtyping | Jul 25, 2024 | Multiple Instance Learningwhole slide images | CodeCode Available | 0 |
| A Unified Framework for Tumor Proliferation Score Prediction in Breast Histopathology | Dec 21, 2016 | Mitosis Detectionwhole slide images | CodeCode Available | 0 |
| Fluoroformer: Scaling multiple instance learning to multiplexed images via attention-based channel fusion | Nov 13, 2024 | Multiple Instance Learningwhole slide images | CodeCode Available | 0 |
| Towards a Comprehensive Benchmark for Pathological Lymph Node Metastasis in Breast Cancer Sections | Nov 16, 2024 | BenchmarkingDiagnostic | CodeCode Available | 0 |
| Multi-scale fully convolutional neural networks for histopathology image segmentation: from nuclear aberrations to the global tissue architecture | Sep 24, 2019 | GPUImage Segmentation | CodeCode Available | 0 |
| Deep learning algorithms out-perform veterinary pathologists in detecting the mitotically most active tumor region | Feb 12, 2019 | object-detectionObject Detection | CodeCode Available | 0 |
| Attention to detail: inter-resolution knowledge distillation | Jan 11, 2024 | Knowledge Distillationwhole slide images | CodeCode Available | 0 |
