Table 7.
An Overview of Datasets and difficulties associated with image analysis in Pathology.
| Dataset | Year | Emphasis |
|---|---|---|
| Pathology VQA137 | 2020 | Visual question answering |
| PAIP 2020138 | 2020 | Colorectal cancer |
| MICCAI 2020 CRPCC139 | 2020 | Classification combining radiology and pathology data |
| Post-NAT-BRCA140 | 2019 | Cell |
| ANHIR141 | 2019 | Pathology image registration |
| PAIP 2019142 | 2019 | Liver cancer and tumor burden segmentation |
| Data Science Bowl143 | 2018 | Cell |
| Colorectal Histology MNIST144 | 2018 | Patch-based analysis of colorectal pathology |
| CAMELYON 17145 | 2017 | Breast cancer metastases |
| Glas146 | 2015 | Colorectal cancer pathology patch |
| OCCIS147 | 2014 | Overlapping cervical cell |
| MITOS-ATYPIA-14148 | 2014 | Mitotic |
| Particle Tracking Challenge149 | 2012 | Particle |