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Colin Jacobs
Colin Jacobs
Radboudumc, Nijmegen, The Netherlands
Verified email at radboudumc.nl - Homepage
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Cited by
Year
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
13252016
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
10502017
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
932*2019
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
4102017
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
3732015
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
2932014
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
2012015
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
1572015
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
1232015
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
1182015
Relational modeling for robust and efficient pulmonary lobe segmentation in ct scans
W Xie, C Jacobs, JP Charbonnier, B van Ginneken
IEEE transactions on medical imaging 39 (8), 2664-2675, 2020
1112020
Automated Assessment of COVID-19 Reporting and Data System and Chest CT Severity Scores in Patients Suspected of Having COVID-19 Using Artificial Intelligence
N Lessmann, CI Sánchez, L Beenen, LH Boulogne, M Brink, E Calli, ...
Radiology 298 (1), E18-E28, 2021
982021
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
942015
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
892015
iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network
G Aresta, C Jacobs, T Araújo, A Cunha, I Ramos, B van Ginneken, ...
Scientific reports 9 (1), 1-9, 2019
882019
Deep Learning for Malignancy Risk Estimation of Pulmonary Nodules Detected at Low-Dose Screening CT
KV Venkadesh, AAA Setio, A Schreuder, ET Scholten, K Chung, ...
Radiology 300 (2), 438-447, 2021
822021
Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspected COVID-19 Using Artificial Intelligence
N Lessmann, CI Sánchez, L Beenen, LH Boulogne, M Brink, E Calli, ...
Radiology, 202439, 2020
682020
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
652015
Long-Term Active Surveillance of Screening Detected Subsolid Nodules is a Safe Strategy to Reduce Overtreatment
M Silva, M Prokop, C Jacobs, G Capretti, N Sverzellati, F Ciompi, ...
Journal of Thoracic Oncology 13 (10), 1454-1463, 2018
622018
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
622015
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