| 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 | 3033 | 2017 |
| Predicting breast tumor proliferation from whole-slide images: the TUPAC16 challenge M Veta, YJ Heng, N Stathonikos, BE Bejnordi, F Beca, T Wollmann, ... Medical image analysis 54, 111-121, 2019 | 297 | 2019 |
| Three-dimensional texture analysis of MRI brain datasets VA Kovalev, F Kruggel, HJ Gertz, DY von Cramon IEEE transactions on medical imaging 20 (5), 424-433, 2001 | 254 | 2001 |
| Gender and age effects in structural brain asymmetry as measured by MRI texture analysis VA Kovalev, F Kruggel, DY von Cramon NeuroImage 19 (3), 895-905, 2003 | 208 | 2003 |
| Multidimensional co-occurrence matrices for object recognition and matching V Kovalev, M Petrou Graphical models and image processing 58 (3), 187-197, 1996 | 141 | 1996 |
| Color co-occurrence descriptors for querying-by-example V Kovalev, S Volmer Proceedings 1998 MultiMedia Modeling. MMM'98 (Cat. No. 98EX200), 32-38, 1998 | 132 | 1998 |
| The TB portals: an open-access, web-based platform for global drug-resistant-tuberculosis data sharing and analysis A Rosenthal, A Gabrielian, E Engle, DE Hurt, S Alexandru, V Crudu, ... Journal of clinical microbiology 55 (11), 3267-3282, 2017 | 119 | 2017 |
| Lung image Ssgmentation using deep learning methods and convolutional neural networks A Kalinovsky, V Kovalev Minsk: Publishing Center of BSU, 2016 | 93 | 2016 |
| Texture anisotropy in 3-D images VA Kovalev, M Petrou, YS Bondar IEEE Transactions on Image Processing 8 (3), 346-360, 1999 | 92 | 1999 |
| ImageCLEF 2019: Multimedia retrieval in medicine, lifelogging, security and nature B Ionescu, H Müller, R Péteri, YD Cid, V Liauchuk, V Kovalev, D Klimuk, ... Experimental IR Meets Multilinguality, Multimodality, and Interaction: 10th …, 2019 | 91 | 2019 |
| Overview of ImageCLEF 2018: Challenges, datasets and evaluation B Ionescu, H Müller, M Villegas, A García Seco de Herrera, C Eickhoff, ... Experimental IR Meets Multilinguality, Multimodality, and Interaction: 9th …, 2018 | 82 | 2018 |
| Deep learning with theano, torch, caffe, tensorflow, and deeplearning4j: Which one is the best in speed and accuracy? V Kovalev, A Kalinovsky, S Kovalev Minsk: Publishing Center of BSU, 2016 | 78 | 2016 |
| Overview of ImageCLEFcaption 2017: image caption prediction and concept detection for biomedical images C Eickhoff, I Schwall, A García Seco de Herrera, H Müller Proceedings of the CLEF 2017 working notes, 2017 | 73 | 2017 |
| Overview of ImageCLEF 2017: Information extraction from images B Ionescu, H Müller, M Villegas, H Arenas, G Boato, DT Dang-Nguyen, ... Experimental IR Meets Multilinguality, Multimodality, and Interaction: 8th …, 2017 | 70 | 2017 |
| Detection of structural differences between the brains of schizophrenic patients and controls VA Kovalev, M Petrou, J Suckling Psychiatry Research: Neuroimaging 124 (3), 177-189, 2003 | 67 | 2003 |
| A comprehensive framework for automatic detection of pulmonary nodules in lung CT images M Alilou, V Kovalev, E Snezhko, V Taimouri Image Analysis and Stereology 33 (1), 13-27, 2014 | 62 | 2014 |
| Rapid artificial intelligence solutions in a pandemic—The COVID-19-20 Lung CT Lesion Segmentation Challenge HR Roth, Z Xu, C Tor-Díez, RS Jacob, J Zember, J Molto, W Li, S Xu, ... Medical image analysis 82, 102605, 2022 | 61 | 2022 |
| Comparison of augmentation and pre-processing for deep learning and chemometric classification of infrared spectra U Blazhko, V Shapaval, V Kovalev, A Kohler Chemometrics and Intelligent Laboratory Systems 215, 104367, 2021 | 56 | 2021 |
| Robust recognition of white blood cell images VA Kovalev, AY Grigoriev, HS Ahn Proceedings of 13th international conference on pattern recognition 4, 371-375, 1996 | 54 | 1996 |
| Overview of the ImageCLEF 2021: Multimedia retrieval in medical, nature, internet and social media applications B Ionescu, H Müller, R Péteri, AB Abacha, M Sarrouti, ... Experimental IR Meets Multilinguality, Multimodality, and Interaction: 12th …, 2021 | 48 | 2021 |
Henning MüllerProfessor in computer science at HES-SO & in radiology at the University of GenevaVerified email at hevs.ch
