| 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 | 5061 | 2017 |
| Pulmonary nodule detection in CT images: false positive reduction using multi-view convolutional networks AAA Setio, F Ciompi, G Litjens, P Gerke, C Jacobs, SJ Van Riel, ... IEEE transactions on medical imaging 35 (5), 1160-1169, 2016 | 716 | 2016 |
| Off-the-shelf convolutional neural network features for pulmonary nodule detection in computed tomography scans B Van Ginneken, AAA Setio, C Jacobs, F Ciompi 2015 IEEE 12th International symposium on biomedical imaging (ISBI), 286-289, 2015 | 254 | 2015 |
| Automatic classification of pulmonary peri-fissural nodules in computed tomography using an ensemble of 2D views and a convolutional neural network out-of-the-box F Ciompi, B de Hoop, SJ van Riel, K Chung, ET Scholten, M Oudkerk, ... Medical image analysis 26 (1), 195-202, 2015 | 221 | 2015 |
| Towards automatic pulmonary nodule management in lung cancer screening with deep learning F Ciompi, K Chung, SJ Van Riel, AAA Setio, PK Gerke, C Jacobs, ... Scientific reports 7 (1), 1-11, 2017 | 200 | 2017 |
| 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 | 103 | 2017 |
| Standardized evaluation methodology and reference database for evaluating IVUS image segmentation S Balocco, C Gatta, F Ciompi, A Wahle, P Radeva, S Carlier, G Unal, ... Computerized medical imaging and graphics 38 (2), 70-90, 2014 | 102 | 2014 |
| 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 | 91 | 2019 |
| Rayleigh mixture model for plaque characterization in intravascular ultrasound JC Seabra, F Ciompi, O Pujol, J Mauri, P Radeva, J Sanches IEEE Transactions on Biomedical Engineering 58 (5), 1314-1324, 2011 | 86 | 2011 |
| 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 | 78 | 2018 |
| State-of-the-art deep learning in cardiovascular image analysis G Litjens, F Ciompi, JM Wolterink, BD de Vos, T Leiner, J Teuwen, I Išgum JACC: Cardiovascular Imaging 12 (8 Part 1), 1549-1565, 2019 | 74 | 2019 |
| Improving airway segmentation in computed tomography using leak detection with convolutional networks JP Charbonnier, EM Van Rikxoort, AAA Setio, CM Schaefer-Prokop, ... Medical image analysis 36, 52-60, 2017 | 68 | 2017 |
| 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 | 66 | 2019 |
| HoliMAb: A holistic approach for Media–Adventitia border detection in intravascular ultrasound F Ciompi, O Pujol, C Gatta, M Alberti, S Balocco, X Carrillo, J Mauri-Ferre, ... Medical image analysis 16 (6), 1085-1100, 2012 | 55 | 2012 |
| Systems and methods for detecting and displaying body lumen bifurcations S Balocco, M Alberti, C Gatta, F Ciompi, O Pujol, X Carrillo, JM Ferre, ... US Patent App. 13/243,571, 2012 | 44 | 2012 |
| Bag-of-frequencies: a descriptor of pulmonary nodules in computed tomography images F Ciompi, C Jacobs, ET Scholten, MMW Wille, PA De Jong, M Prokop, ... IEEE transactions on medical imaging 34 (4), 962-973, 2014 | 42 | 2014 |
| Automatic bifurcation detection in coronary IVUS sequences M Alberti, S Balocco, C Gatta, F Ciompi, O Pujol, J Silva, X Carrillo, ... IEEE transactions on biomedical engineering 59 (4), 1022-1031, 2012 | 42 | 2012 |
| Malignancy risk estimation of screen-detected nodules at baseline CT: comparison of the PanCan model, Lung-RADS and NCCN guidelines SJ van Riel, F Ciompi, C Jacobs, MMW Wille, ET Scholten, M Naqibullah, ... European radiology 27 (10), 4019-4029, 2017 | 39 | 2017 |
| Systems and methods for performing an image-based gating procedure during an IVUS imaging procedure C Gatta, PI Radeva, JM Ferré, OP Vila, O Rodriguez, D Rotger, ... US Patent 8,396,276, 2013 | 34 | 2013 |
| Lung-RADS category 4X: does it improve prediction of malignancy in subsolid nodules? K Chung, C Jacobs, ET Scholten, JM Goo, H Prosch, N Sverzellati, ... Radiology 284 (1), 264-271, 2017 | 31 | 2017 |
Jeroen van der LaakRadboud University Medical CenterVerified email at radboudumc.nl
