| A survey on deep learning in medical image analysis G Litjens, T Kooi, BE Bejnordi, AAA Setio, F Ciompi, M Ghafoorian, ... Medical image analysis 42, 60-88, 2017 | 6572 | 2017 |
| 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 | 1432 | 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 | 701 | 2016 |
| Skeletal muscle ultrasound: correlation between fibrous tissue and echo intensity S Pillen, RO Tak, MJ Zwarts, MMY Lammens, KN Verrijp, IMP Arts, ... Ultrasound in medicine & biology 35 (3), 443-446, 2009 | 459 | 2009 |
| Angiogenesis in brain tumors; pathobiological and clinical aspects P Wesseling, DJ Ruiter, PC Burger Journal of neuro-oncology 32 (3), 253-265, 1997 | 262 | 1997 |
| Peroxisome proliferator-activated receptor γ activation promotes infiltration of alternatively activated macrophages into adipose tissue R Stienstra, C Duval, S Keshtkar, J van der Laak, S Kersten, M Muller Journal of Biological Chemistry 283 (33), 22620-22627, 2008 | 206 | 2008 |
| Stain specific standardization of whole-slide histopathological images BE Bejnordi, G Litjens, N Timofeeva, I Otte-Höller, A Homeyer, ... IEEE transactions on medical imaging 35 (2), 404-415, 2015 | 179 | 2015 |
| Ki-67 as a prognostic marker in mantle cell lymphoma—consensus guidelines of the pathology panel of the European MCL Network W Klapper, E Hoster, O Determann, I Oschlies, J van der Laak, F Berger, ... Journal of hematopathology 2 (2), 103-111, 2009 | 167 | 2009 |
| Automated deep-learning system for Gleason grading of prostate cancer using biopsies: a diagnostic study W Bulten, H Pinckaers, H van Boven, R Vink, T de Bel, B van Ginneken, ... The Lancet Oncology 21 (2), 233-241, 2020 | 161 | 2020 |
| 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 | 149 | 2018 |
| The effect of Replens® on vaginal cytology in the treatment of postmenopausal atrophy: cytomorphology versus computerised cytometry JAWM Van der Laak, LMT de Bie, H de Leeuw, PCM de Wilde, ... Journal of clinical pathology 55 (6), 446-451, 2002 | 139 | 2002 |
| Podocyte foot process effacement as a diagnostic tool in focal segmental glomerulosclerosis JKJ Deegens, HBPM Dijkman, GF Borm, EJ Steenbergen, ... Kidney international 74 (12), 1568-1576, 2008 | 133 | 2008 |
| Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology D Tellez, G Litjens, P Bándi, W Bulten, JM Bokhorst, F Ciompi, ... Medical image analysis 58, 101544, 2019 | 131 | 2019 |
| Quantitative immunohistological analysis of the microvasculature in untreated human glioblastoma multiforme: computer-assisted image analysis of whole-tumor sections P Wesseling, JAWM van der Laak, H de Leeuw, DJ Ruiter, PC Burger Journal of neurosurgery 81 (6), 902-909, 1994 | 130 | 1994 |
| 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 | 127 | 2017 |
| 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 | 125 | 2018 |
| Microvessel density: correlation between contrast ultrasonography and histology of prostate cancer JPM Sedelaar, GJLH van Leenders, CA Hulsbergen-van de Kaa, ... European urology 40 (3), 285-293, 2001 | 125 | 2001 |
| Microscopic analysis of anastomotic healing in the intestine of normal and diabetic rats MHJ Verhofstad, WP Lange, JAWM van der Laak, AAJ Verhofstad, ... Diseases of the colon & rectum 44 (3), 423-431, 2001 | 124 | 2001 |
| The parietal epithelial cell is crucially involved in human idiopathic focal segmental glomerulosclerosis H Dijkman, B Smeets, J Van Der Laak, E Steenbergen, J Wetzels Kidney international 68 (4), 1562-1572, 2005 | 123 | 2005 |
| Whole-slide mitosis detection in H&E breast histology using PHH3 as a reference to train distilled stain-invariant convolutional networks D Tellez, M Balkenhol, I Otte-Höller, R van de Loo, R Vogels, P Bult, ... IEEE transactions on medical imaging 37 (9), 2126-2136, 2018 | 116 | 2018 |
Geert LitjensRadboud University Medical CenterVerified email at radboudumc.nl
