| 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 | 747 | 2016 |
| Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge AAA Setio, A Traverso, T De Bel, MSN Berens, C van den Bogaard, ... Medical image analysis 42, 1-13, 2017 | 407 | 2017 |
| 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 | 259 | 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, 2017 | 217 | 2017 |
| Automatic detection of subsolid pulmonary nodules in thoracic computed tomography images C Jacobs, EM van Rikxoort, T Twellmann, ET Scholten, PA de Jong, ... Medical image analysis 18 (2), 374-384, 2014 | 196 | 2014 |
| The Liver Tumor Segmentation Benchmark (LiTS) P Bilic, PF Christ, E Vorontsov, G Chlebus, H Chen, Q Dou, CW Fu, X Han, ... arXiv preprint arXiv:1901.04056, 2019 | 167 | 2019 |
| Observer variability for classification of pulmonary nodules on low-dose CT images and its effect on nodule management SJ van Riel, CI Sánchez, AA Bankier, DP Naidich, J Verschakelen, ... Radiology 277 (3), 863-871, 2015 | 123 | 2015 |
| Automatic detection of large pulmonary solid nodules in thoracic CT images AAA Setio, C Jacobs, J Gelderblom, B van Ginneken Medical Physics 42 (10), 5642-5653, 2015 | 102 | 2015 |
| Computer-aided detection of pulmonary nodules: a comparative study using the public LIDC/IDRI database C Jacobs, EM van Rikxoort, K Murphy, M Prokop, CM Schaefer-Prokop, ... European Radiology, 1-9, 2015 | 66 | 2015 |
| Towards a close computed tomography monitoring approach for screen detected subsolid pulmonary nodules? ET Scholten, PA de Jong, B de Hoop, R van Klaveren, ... European Respiratory Journal 45 (3), 765-773, 2015 | 65 | 2015 |
| Predictive Accuracy of the PanCan Lung Cancer Risk Prediction Model-External Validation based on CT from the Danish Lung Cancer Screening Trial MMW Wille, SJ van Riel, Z Saghir, A Dirksen, JH Pedersen, C Jacobs, ... European radiology 25 (10), 3093-3099, 2015 | 58 | 2015 |
| Robust semi-automatic segmentation of pulmonary subsolid nodules in chest computed tomography scans BC Lassen, C Jacobs, JM Kuhnigk, B van Ginneken, EM van Rikxoort Physics in Medicine & Biology 60 (3), 1307, 2015 | 56 | 2015 |
| Computer-aided detection of ground glass nodules in thoracic CT images using shape, intensity and context features C Jacobs, CI Sánchez, SC Saur, T Twellmann, PA de Jong, ... International Conference on Medical Image Computing and Computer-Assisted …, 2011 | 46 | 2011 |
| 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, 2015 | 44 | 2015 |
| Detection and quantification of the solid component in pulmonary subsolid nodules by semiautomatic segmentation ET Scholten, C Jacobs, B van Ginneken, S van Riel, R Vliegenthart, ... European radiology 25 (2), 488-496, 2015 | 44 | 2015 |
| Solid, Part-Solid, or Non-Solid?: Classification of Pulmonary Nodules in Low-Dose Chest Computed Tomography by a Computer-Aided Diagnosis System C Jacobs, EM van Rikxoort, ET Scholten, PA de Jong, M Prokop, ... Investigative radiology 50 (3), 168-173, 2015 | 43 | 2015 |
| Normal range of emphysema and air trapping on CT in young men OM Mets, RA van Hulst, C Jacobs, B van Ginneken, PA de Jong American Journal of Roentgenology 199 (2), 336-340, 2012 | 43 | 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 | 40 | 2017 |
| 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 | 33 | 2017 |
| Computer-aided segmentation and volumetry of artificial ground-glass nodules at chest CT ET Scholten, C Jacobs, B van Ginneken, MJ Willemink, JM Kuhnigk, ... American Journal of Roentgenology 201 (2), 295-300, 2013 | 30 | 2013 |
Bram van GinnekenProfessor of Medical Image Analysis, Radboud UniversityVerified email at radboudumc.nl
