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 | 1754 | 2017 |
Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis G Litjens, CI Sánchez, N Timofeeva, M Hermsen, I Nagtegaal, I Kovacs, ... Scientific reports 6 (1), 1-11, 2016 | 791 | 2016 |
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 | 213 | 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 | 162 | 2018 |
Deep learning–based histopathologic assessment of kidney tissue M Hermsen, T de Bel, M Den Boer, EJ Steenbergen, J Kers, S Florquin, ... Journal of the American Society of Nephrology 30 (10), 1968-1979, 2019 | 133 | 2019 |
Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images BE Bejnordi, G Zuidhof, M Balkenhol, M Hermsen, P Bult, B van Ginneken, ... Journal of Medical Imaging 4 (4), 044504, 2017 | 121 | 2017 |
Stain-transforming cycle-consistent generative adversarial networks for improved segmentation of renal histopathology T de Bel, M Hermsen, J Kers, J van der Laak, G Litjens International Conference on Medical Imaging with Deep Learning, 151-163, 2019 | 46 | 2019 |
Evaluation of p16/Ki-67 dual-stained cytology as triage test for high-risk human papillomavirus-positive women RMF Ebisch, J Van Der Horst, M Hermsen, LL Rijstenberg, JEM Vedder, ... Modern Pathology 30 (7), 1021-1031, 2017 | 41 | 2017 |
A multi-scale superpixel classification approach to the detection of regions of interest in whole slide histopathology images BE Bejnordi, G Litjens, M Hermsen, N Karssemeijer, JAWM van der Laak Medical Imaging 2015: Digital Pathology 9420, 94200H, 2015 | 40 | 2015 |
Automatic segmentation of histopathological slides of renal tissue using deep learning T de Bel, M Hermsen, B Smeets, L Hilbrands, J van der Laak, G Litjens Medical Imaging 2018: Digital Pathology 10581, 1058112, 2018 | 39 | 2018 |
Detection of glomeruli in renal pathology by mutual comparison of multiple staining modalities M Temerinac-Ott, G Forestier, J Schmitz, M Hermsen, JH Bräsen, ... Proceedings of the 10th International Symposium on Image and Signal …, 2017 | 33 | 2017 |
3D volume reconstruction from serial breast specimen radiographs for mapping between histology and 3D whole specimen imaging T Mertzanidou, JH Hipwell, S Reis, DJ Hawkes, B Ehteshami Bejnordi, ... Medical physics 44 (3), 935-948, 2017 | 18 | 2017 |
Nasopharyngeal carriage of respiratory pathogens in Warao Amerindians: significant relationship with stunting LM Verhagen, M Hermsen, IA Rivera‐Olivero, MC Sisco, MI de Jonge, ... Tropical Medicine & International Health 22 (4), 407-414, 2017 | 12 | 2017 |
Stunting correlates with high salivary and serum antibody levels after 13-valent pneumococcal conjugate vaccination of Venezuelan Amerindian children LM Verhagen, M Hermsen, I Rivera-Olivero, MC Sisco, E Pinelli, ... Vaccine 34 (20), 2312-2320, 2016 | 6 | 2016 |
Quantitative assessment of inflammatory infiltrates in kidney transplant biopsies using multiplex tyramide signal amplification and deep learning M Hermsen, V Volk, JH Bräsen, DJ Geijs, W Gwinner, J Kers, J Linmans, ... Laboratory Investigation, 1-13, 2021 | 4 | 2021 |
Structure Instance Segmentation in Renal Tissue: A Case Study on Tubular Immune Cell Detection T de Bel, M Hermsen, G Litjens, J van der Laak Computational Pathology and Ophthalmic Medical Image Analysis, 112-119, 2018 | 4 | 2018 |
Introduction of the 13-valent pneumococcal conjugate vaccine in an isolated pneumococcal vaccine-naive indigenous population LM Verhagen, IA Rivera-Olivero, M Hermsen, MC Sisco, M Maes, ... European Respiratory Journal 48 (5), 1492-1496, 2016 | 3 | 2016 |
Whole mastectomy volume reconstruction from 2d radiographs and its mapping to histology T Mertzanidou, JH Hipwell, S Reis, BE Bejnordi, M Hermsen, M Dalmis, ... International Workshop on Breast Imaging, 367-374, 2016 | 3 | 2016 |
Minimum slice spacing required to reconstruct 3D shape for serial sections of breast tissue for comparison with medical imaging S Reis, B Eiben, T Mertzanidou, J Hipwell, M Hermsen, J van der Laak, ... Medical Imaging 2015: Digital Pathology 9420, 94200K, 2015 | 3 | 2015 |
Artificial intelligence: is there a potential role in nephropathology? M Hermsen, B Smeets, L Hilbrands, J van der Laak Nephrology Dialysis Transplantation, 2020 | 2 | 2020 |