Diagnostic assessment of deep learning algorithms for detection of lymph node metastases in women with breast cancer BE Bejnordi, M Veta, PJ Van Diest, B Van Ginneken, N Karssemeijer, ... Jama 318 (22), 2199-2210, 2017 | 3042 | 2017 |
From detection of individual metastases to classification of lymph node status at the patient level: the camelyon17 challenge P Bandi, O Geessink, Q Manson, M Van Dijk, M Balkenhol, M Hermsen, ... IEEE transactions on medical imaging 38 (2), 550-560, 2018 | 554 | 2018 |
1399 H&E-stained sentinel lymph node sections of breast cancer patients: the CAMELYON dataset G Litjens, P Bandi, B Ehteshami Bejnordi, O Geessink, M Balkenhol, ... GigaScience 7 (6), giy065, 2018 | 373 | 2018 |
The importance of stain normalization in colorectal tissue classification with convolutional networks F Ciompi, O Geessink, BE Bejnordi, GS De Souza, A Baidoshvili, G Litjens, ... 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017 | 229 | 2017 |
Learning to detect lymphocytes in immunohistochemistry with deep learning Z Swiderska-Chadaj, H Pinckaers, M Van Rijthoven, M Balkenhol, ... Medical image analysis 58, 101547, 2019 | 137 | 2019 |
Computer aided quantification of intratumoral stroma yields an independent prognosticator in rectal cancer OGF Geessink, A Baidoshvili, JM Klaase, B Ehteshami Bejnordi, ... Cellular oncology 42, 331-341, 2019 | 101 | 2019 |
Convolutional neural networks for lymphocyte detection in immunohistochemically stained whole-slide images Z Swiderska-Chadaj, H Pinckaers, M van Rijthoven, M Balkenhol, ... Medical Imaging with Deep Learning, 2018 | 13 | 2018 |
Camelyon17: Grand challenge on cancer metastasis detection and classification in lymph nodes O Geessink, P Bándi, G Litjens, J van der Laak | 10 | 2017 |
Toward automatic segmentation and quantification of tumor and stroma in whole-slide images of H and E stained rectal carcinomas OGF Geessink, A Baidoshvili, G Freling, JM Klaase, CH Slump, ... Medical Imaging 2015: Digital Pathology 9420, 85-91, 2015 | 10 | 2015 |
Deep learning based tumor–stroma ratio scoring in colon cancer correlates with microscopic assessment MA Smit, F Ciompi, JM Bokhorst, GW van Pelt, OGF Geessink, H Putter, ... Journal of Pathology Informatics 14, 100191, 2023 | 8 | 2023 |