| 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 | 13370 | 2017 |
| Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation M Ghafoorian, A Mehrtash, T Kapur, N Karssemeijer, E Marchiori, ... Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017 …, 2017 | 427 | 2017 |
| Longitudinal multiple sclerosis lesion segmentation: resource and challenge A Carass, S Roy, A Jog, JL Cuzzocreo, E Magrath, A Gherman, J Button, ... NeuroImage 148, 77-102, 2017 | 344 | 2017 |
| Standardized assessment of automatic segmentation of white matter hyperintensities and results of the WMH segmentation challenge HJ Kuijf, JM Biesbroek, J De Bresser, R Heinen, S Andermatt, M Bento, ... IEEE transactions on medical imaging 38 (11), 2556-2568, 2019 | 306 | 2019 |
| Location sensitive deep convolutional neural networks for segmentation of white matter hyperintensities M Ghafoorian, N Karssemeijer, T Heskes, IWM van Uden, CI Sanchez, ... Scientific Reports 7 (1), 5110, 2017 | 293 | 2017 |
| EL-GAN: Embedding loss driven generative adversarial networks for lane detection M Ghafoorian, C Nugteren, N Baka, O Booij, M Hofmann European conference on computer vision workshops (ECCVW), 2018 | 240 | 2018 |
| Deep multi-scale location-aware 3D convolutional neural networks for automated detection of lacunes of presumed vascular origin M Ghafoorian, N Karssemeijer, T Heskes, M Bergkamp, J Wissink, J Obels, ... NeuroImage: Clinical 14, 391-399, 2017 | 178 | 2017 |
| Evaluating white matter lesion segmentations with refined Sørensen-Dice analysis A Carass, S Roy, A Gherman, JC Reinhold, A Jesson, T Arbel, O Maier, ... Scientific reports 10 (1), 8242, 2020 | 170 | 2020 |
| Nonlinear temporal dynamics of cerebral small vessel disease: the RUN DMC study EMC van Leijsen, IWM Van Uden, M Ghafoorian, MI Bergkamp, V Lohner, ... Neurology 89 (15), 1569-1577, 2017 | 134 | 2017 |
| Classification of clinical significance of MRI prostate findings using 3D convolutional neural networks A Mehrtash, A Sedghi, M Ghafoorian, M Taghipour, CM Tempany, ... Medical imaging 2017: computer-aided diagnosis 10134, 589-592, 2017 | 104 | 2017 |
| Non-uniform patch sampling with deep convolutional neural networks for white matter hyperintensity segmentation M Ghafoorian, N Karssemeijer, T Heskes, I van Uden, FE de Leeuw, ... International Symposium on Biomedical Imaging (ISBI), 1414 - 1417, 2016 | 96 | 2016 |
| Progression of white matter hyperintensities preceded by heterogeneous decline of microstructural integrity EMC Van Leijsen, MI Bergkamp, IWM Van Uden, M Ghafoorian, ... Stroke 49 (6), 1386-1393, 2018 | 94 | 2018 |
| Automated detection of cerebral microbleeds in patients with traumatic brain injury TLA Van den Heuvel, AW Van Der Eerden, R Manniesing, M Ghafoorian, ... NeuroImage: Clinical 12, 241-251, 2016 | 90 | 2016 |
| White matter changes and gait decline in cerebral small vessel disease HM van der Holst, AM Tuladhar, V Zerbi, IWM van Uden, KF de Laat, ... Neuroimage: clinical 17, 731-738, 2018 | 86 | 2018 |
| Automatic needle segmentation and localization in MRI with 3-D convolutional neural networks: application to MRI-targeted prostate biopsy A Mehrtash, M Ghafoorian, G Pernelle, A Ziaei, FG Heslinga, K Tuncali, ... IEEE transactions on medical imaging 38 (4), 1026-1036, 2018 | 75 | 2018 |
| Automated detection of white matter hyperintensities of all sizes in cerebral small vessel disease M Ghafoorian, N Karssemeijer, IWM van Uden, FE de Leeuw, T Heskes, ... Medical physics 43 (12), 6246-6258, 2016 | 75 | 2016 |
| 3D convolutional neural networks image registration based on efficient supervised learning from artificial deformations H Sokooti, B de Vos, F Berendsen, M Ghafoorian, S Yousefi, ... arXiv preprint arXiv:1908.10235, 2019 | 46 | 2019 |
| Accelerated development of cerebral small vessel disease in young stroke patients RM Arntz, SMA van den Broek, IWM van Uden, M Ghafoorian, B Platel, ... Neurology 87 (12), 1212-1219, 2016 | 39 | 2016 |
| Memory decline in elderly with cerebral small vessel disease explained by temporal interactions between white matter hyperintensities and hippocampal atrophy EMC van Leijsen, J Tay, IWM van Uden, ECM Kooijmans, MI Bergkamp, ... Hippocampus 29 (6), 500-510, 2019 | 35 | 2019 |
| Student beats the teacher: deep neural networks for lateral ventricles segmentation in brain MR M Ghafoorian, J Teuwen, R Manniesing, FE de Leeuw, B van Ginneken, ... Medical Imaging 2018: Image Processing 10574, 744-749, 2018 | 27 | 2018 |
Bram Platel, PhDDirector of Stichting MS in Beeld (Foundation for MS patients)Email verificata su msinbeeld.nl