Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2019Automated Fetal Head Detection and Circumference Estimation from Free-Hand Ultrasound Sweeps Using Deep Learning in Resource-Limited Countries
Heuvel, T.L.A. van den; Petros, H.; Santini, S.; Korte, C.L. de; Ginneken, B. van
Journal Article
2019Epithelium segmentation using deep learning in H&E-stained prostate specimens with immunohistochemistry as reference standard
Bulten, W.; Bandi, P.; Hoven, J.; Loo, R. van de; Lotz, J.; Weiss, N.; Laak, J. van der; Ginneken, B. van; Hulsbergen-van de Kaa, C.; Litjens, G.
Journal Article
2019Predicting all-cause and lung cancer mortality using emphysema score progression rate between baseline and follow-up chest CT images: A comparison of risk model performances
Schreuder, A.; Jacobs, C.; Gallardo-Estrella, L.; Prokop, M.; Schaefer-Prokop, C.M.; Ginneken, B. van
Journal Article
2019Reducing inter-observer variability and interaction time of MR liver volumetry by combining automatic CNN-based liver segmentation and manual corrections
Chlebus, G.; Meine, H.; Thoduka, S.; Abolmaali, N.; Ginneken, B. van; Hahn, H.K.; Schenk, A.
Journal Article
2018Automated measurement of fetal head circumference using 2D ultrasound images
Heuvel, T.L.A. van den; Bruijn, D. de; Korte, C.L. de; Ginneken, B. van
Journal Article
2018Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated Convolutions
Lessmann, N.; Ginneken, B. van; Zreik, M.; Jong, P.A. de; Vos, B.D. de; Viergever, M.A.; Isgum, I.
Journal Article
2018Automatic liver tumor segmentation in CT with fully convolutional neural networks and object-based postprocessing
Chlebus, G.; Schenk, A.; Moltz, J.H.; Ginneken, B. van; Hahn, H.K.; Meine, H.
Journal Article
2018Classification of CT pulmonary opacities as perifissural nodules: Reader variability
Schreuder, A.; Ginneken, B. van; Scholten, E.T.; Jacobs, C.; Prokop, M.; Sverzellati, N.; Desai, S.R.; Devaraj, A.; Schaefer-Prokop, C.M.
Journal Article
2018Comparison Study of Low-Cost Ultrasound Devices for Estimation of Gestational Age in Resource-Limited Countries
Heuvel, T.L.A. van den; Bruijn, D. de; Moens-van de Moesdijk, D.; Beverdam, A.; Ginneken, B. van; Korte, C.L. de
Journal Article
2018Efficient organ localization using multi-label convolutional neural networks in thorax-abdomen CT scans
Humpire-Mamani, G.E.; Setio, A.A.A.; Ginneken, B. van; Jacobs, C.
Journal Article
2018Lung cancer risk to personalise annual and biennial follow-up computed tomography screening
Schreuder, A.; Schaefer-Prokop, C.M.; Scholten, E.T.; Jacobs, C.; Prokop, M.; Ginneken, B. van
Journal Article
2017Combining automated image analysis with obstetric sweeps for prenatal ultrasound imaging in developing countries
van den Heuvel, T.L.A.; Petros, H.; Santini, S.; Korte, C.L. de; Ginneken, B. van
Conference Paper
2017Computed tomography quantification of tracheal abnormalities in COPD and their influence on airflow limitation
Gallardo-Estrella, L.; Pompe, E.; Kuhnigk, J.M.; Lynch, D.A.; Bhatt, S.P.; Ginneken, B. van; Rikxoort, E.M. van
Journal Article
2017Fast interactive segmentation of the pulmonary lobes from thoracic computed tomography data
Lassen-Schmidt, B.C.; Kuhnigk, J.-M.; Konrad, O.; Ginneken, B. van; Rikxoort, E.M. van
Journal Article
2017Organ detection in thorax abdomen CT using multi-label convolutional neural networks
Humpire Mamani, G.E.; Setio, A.A.A.; Ginneken, B. van; Jacobs, C.
Conference Paper
2017A step towards measuring the fetal head circumference with the use of obstetric ultrasound in a low resource setting
Heuvel, T.L.A. van den; Petros, H.; Santini, S.; Korte, C.L. de; Ginneken, B. van
Conference Paper
2017Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge
Setio, A.A.A.; Traverso, A.; Bel, T. de; Berens, M.S.N.; Bogaard, C. van den; Cerello, P.; Chen, H.; Dou, Q.; Fantacci, M.E.; Geurts, B.; Gugten, R.V.D.; Heng, P.A.; Jansen, B.; Kaste, M.M.J. de; Kotov, V.; Lin, J.Y.-H.; Manders, J.T.M.C.; Sóñora-Mengana, A.; García-Naranjo, J.C.; Papavasileiou, E.; Prokop, M.; Saletta, M.; Schaefer-Prokop, C.M.; Scholten, E.T.; Scholten, L.; Snoeren, M.M.; Torres, E.L.; Vandemeulebroucke, J.; Walasek, N.; Zuidhof, G.C.A.; Ginneken, B. van; Jacobs, C.
Journal Article
2016Normalizing computed tomography data reconstructed with different filter kernels: Effect on emphysema quantification
Gallardo-Estrella, L.; Lynch, D.A.; Prokop, M.; Stinson, D.; Zach, J.; Judy, P.F.; Ginneken, B. van; Rikxoort, E.M. van
Journal Article
2016Pulmonary nodule detection in CT images: False positive reduction using multi-view convolutional networks
Setio, A.A.A.; Ciompi, F.; Litjens, G.; Gerke, P.; Jacobs, C.; Riel, S.J. van; Winkler Wille, M.M.; Naqibullah, M.; Sanchez, C.I.; Ginneken, B. van
Journal Article
2015Airway wall thickness associated with forced expiratory volume in 1 second decline and development of airflow limitation
Hoesein, F.A.A.M.; Jong, P.A. de; Lammers, J.W.J.; Mali, W.P.T.M.; Schmidt, M.; Koning, H.J. de; Aalst, C. van der; Oudkerk, M.; Vliegenthart, R.; Groen, H.J.M.; Ginneken, B. van; Rikxoort, E.M. van; Zanen, P.
Journal Article
2015Automatic classification of pulmonary peri-fissural nodules in computed tomography using an ensemble of 2D views and a convolutional neural network out-of-the-box
Ciompi, F.; Hoop, B. de; Riel, S.J. van; Chung, K.; Scholten, E.T.; Oudkerk, M.; Jong, P.A. de; Prokop, M.; Ginneken, B. van
Journal Article
2015Automatic detection of spiculation of pulmonary nodules in computed tomography images
Ciompi, F.; Jacobs, C.; Scholten, E.T.; Riel, S.J. van; Wille, M.M.W.; Prokop, M.; Ginneken, B. van
Conference Paper
2015Bag-of-frequencies: A descriptor of pulmonary nodules in computed tomography images
Ciompi, F.; Jacobs, C.; Scholten, E.T.; Wille, M.M.W.; Jong, P.A. de; Prokop, M.; Ginneken, B. van
Journal Article
2015Detection and quantification of the solid component in pulmonary subsolid nodules by semiautomatic segmentation
Scholten, E.T.; Jacobs, C.; Ginneken, B. van; Riel, S. van; Vliegenthart, R.; Oudkerk, M.; Koning, H.J. de; Horeweg, N.; Prokop, M.; Gietema, H.A.; Mali, W.P.T.M.; Jong, P.A. de
Journal Article
2015Interscan variation of semi-automated volumetry of subsolid pulmonary nodules
Scholten, E.T.; Jong, P.A. de; Jacobs, C.; Ginneken, B. van; Riel, S. van; Willemink, M.J.; Vliegenthart, R.; Oudkerk, M.; Koning, H.J. de; Horeweg, N.; Prokop, M.; Mali, W.P.T.M.; Gietema, H.A.
Journal Article
2015Novel genes for airway wall thickness identified with combined genome wide association and expression analyses
Dijkstra, A.E.; Postma, D.S.; Ginneken, B. van; Wielpütz, M.O.; Schmidt, M.; Becker, N.; Owsijewitsch, M.; Kauczor, H.-U.; Koning, H.J. de; Lammers, J.W.; Oudkerk, M.; Brandsma, C.-A.; Bossé, Y.; Nickle, D.C.; Sin, D.D.; Hiemstra, P.S.; Wijmenga, C.; Smolonska, J.; Zanen, P.; Vonk, J.M.; Berge, M. van den; Boezen, H.M.; Groen, H.J.M.
Journal Article
2015Parametric response mapping adds value to current computed tomography biomarkers in diagnosing chronic obstructive pulmonary disease
Pompe, E.; Rikxoort, E.M. van; Schmidt, M.; Rühaak, J.; Estrella, L.G.; Vliegenthart, R.; Oudkerk, M.; Koning, H.J. de; Ginneken, B. van; Jong, P.A. de; Lammers, J.-W.J.; Hoesein, F.A.A.M.
Journal Article
2015Pulmonary function and CT biomarkers as risk factors for cardiovascular events in male lung cancer screening participants: the NELSON study
Takx, R.A.P.; Vliegenthart, R.; Hoesein, F.A.A.M.; Isgum, I.; Koning, H.J. de; Mali, W.P.T.M.; Aalst, C.M. van der; Zanen, P.; Lammers, J.W.J.; Groen, H.J.M.; Rikxoort, E.M. van; Schmidt, M.; Ginneken, B. van; Oudkerk, M.; Leiner, T.; Jong, P.A. de
Journal Article
2015Reproducibility of airway wall thickness measurements on CT in a lung cancer screening setting
Pompe, E.; Schmidt, M.; Rikxoort, E. van; Vliegenthart, R.; Oudkerk, M.; Koning, H. de; Ginneken, B. van; Jong, P. de; Lammers, J.W.; Hoesein, F.M.
Abstract
2015Robust semi-automatic segmentation of pulmonary subsolid nodules in chest computed tomography scans
Lassen, B.C.; Jacobs, C.; Kuhnigk, J.-M.; Ginneken, B. van; Rikxoort, E.M. van
Journal Article
2015Solid, part-solid, or non-solid?: Classification of pulmonary nodules in low-dose chest computed tomography by a computer-aided diagnosis system
Jacobs, C.; Rikxoort, E.M. van; Scholten, E.T.; Jong, P.A. de; Prokop, M.; Schaefer-Prokop, C.; Ginneken, B. van
Journal Article
2015Towards a close computed tomography monitoring approach for screen detected subsolid pulmonary nodules?
Scholten, E.T.; Jong, P.A. de; Hoop, B. de; Klaveren, R. van; Amelsvoort-van de Vorst, S. van; Oudkerk, M.; Vliegenthart, R.; Koning, H.J. de; Aalst, C.M. van der; Vernhout, R.M.; Groen, H.J.M.; Lammers, J.W.J.; Ginneken, B. van; Jacobs, C.; Mali, W.P.T.M.; Horeweg, N.; Weenink, C.; Thunnissen, E.; Prokop, M.; Gietema, H.A.
Journal Article
2014A 4D digital phantom for patient-specific simulation of brain CT perfusion protocols
Boom, R. van den; Manniesing, R.; Oei, M.T.H.; Woude, W.-J. van der; Smit, E.J.; Laue, H.O.A.; Ginneken, B. van; Prokop, M.
Journal Article
2014Automated detection and quantification of micronodules in thoracic CT scans to identify subjects at risk for silicosis
Jacobs, C.; Opdam, S.H.T.T.; Rikxoort, E.M. van; Mets, O.M.; Rooyackers, J.; Jong, P.A. de; Prokop, M.; Ginneken, B. van
Conference Paper
2014Automatic detection of subsolid pulmonary nodules in thoracic computed tomography images
Jacobs, C.; Rikxoort, E.M. van; Twellmann, T.; Scholten, E.T.; Jong, P.A. de; Kuhnigk, J.-M.; Oudkerk, M.; Koning, H.J. de; Prokop, M.; Schaefer-Prokop, C.; Ginneken, B. van
Journal Article
2014Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung. The VESSEL12 study
Rudyanto, R.D.; Kerkstra, S.; Rikxoort, E.M. van; Fetita, C.; Brillet, P.-Y.; Lefevre, C.; Xue, W.; Zhu, X.; Liang, J.; Öksüz, I.; Ünay, D.; Kadipaşaogˇlu, K.; Estépar, R.S.J.; Ross, J.C.; Washko, G.R.; Prieto, J.-C.; Hernández Hoyos, M.; Orkisz, M.; Meine, H.; Hüllebrand, M.; Stöcker, C.; Lopez Mir, F.; Naranjo, V.; Villanueva, E.; Staring, M.; Xiao, C.; Stoel, B.C.; Fabijanska, A.; Smistad, E.; Elster, A.C.; Lindseth, F.; Foruzan, A.H.; Kiros, R.; Popuri, K.; Cobzas, D.; Jimenez-Carretero, D.; Santos, A.; Ledesma-Carbayo, M.L.; Helmberger, M.; Urschler, M.; Pienn, M.; Bosboom, D.G.H.; Campo, A.; Prokop, M.; Jong, P.A. de; Ortiz-de-Solorzano, C.; Muñoz-Barrutia, A.; Ginneken, B. van
Journal Article
2014Contribution of CT quantified emphysema, air trapping and airway wall thickness on pulmonary function in male smokers with and without COPD
Mohamed Hoesein, F.A.A.; Jong, P.A. de; Lammers, J.-W.J.; Mali, W.P.T.M.; Mets, O.M.; Schmidt, M.; Koning, H.J. de; Aalst, C. van der; Oudkerk, M.; Vliegenthart, R.; Ginneken, B. van; Rikxoort, E.M. van; Zanen, P.
Journal Article
2014DIRBoost - an algorithm for boosting deformable image registration. Application to lung CT intra-subject registration
Muenzing, S.E.A.; Ginneken, B. van; Viergever, M.A.; Pluim, J.P.W.
Journal Article
2014Discriminating dominant computed tomography phenotypes in smokers without or with mild COPD
Mohamed Hoesein, F.A.A.; Schmidt, M.; Mets, O.M.; Gietema, H.A.; Lammers, J.-W.J.; Zanen, P.; Koning, H.J. de; Aalst, C. van der; Oudkerk, M.; Vliegenthart, R.; Isgum, I.; Prokop, M.; Ginneken, B. van; Rikxoort, E.M. van; Jong, P.A. de
Journal Article
2014Evaluation of prostate segmentation algorithms for MRI. The PROMISE12 challenge
Litjens, G.; Toth, R.; Ven, W. van de; Hoeks, C.; Kerkstra, S.; Ginneken, B. van; Vincent, G.; Guillard, G.; Birbeck, N.; Zhang, J.; Strand, R.; Malmberg, F.; Ou, Y.; Davatzikos, C.; Kirschner, M.; Jung, F.; Yuan, J.; Qiu, W.; Gao, Q.; Edwards, P.; Mann, B.; Heijden, F. van der; Ghose, S.; Mitra, J.; Dowling, J.; Barratt, D.; Huisman, H.; Madabhushi, A.
Journal Article
2014Improving mass candidate detection in mammograms via feature maxima propagation and local feature selection
Melendez, J.; Sánchez, C.I.; Ginneken, B. van; Karssemeijer, N.
Journal Article
2014Interactive lung segmentation in abnormal human and animal chest CT scans
Kockelkorn, T.T.J.P.; Schaefer-Prokop, C.M.; Bozovic, G.; Muñoz-Barrutia, A.; Rikxoort, E.M. van; Brown, M.S.; Jong, P.A. de; Viergever, M.A.; Ginneken, B. van
Journal Article
2013Automatic segmentation of the pulmonary lobes from chest CT scans based on fissures, vessels, and bronchi
Lassen, B.; Rikxoort, E.M. van; Schmidt, M.; Kerkstra, S.; Ginneken, B. van; Kuhnigk, J.-M.
Journal Article
2013Computed tomography structural lung changes in discordant airflow limitation
Mohamed Hoesein, F.A.A.; Jong, P.A. de; Lammers, J.-W.J.; Mali, W.P.; Schmidt, M.; Koning, H.J. de; Aalst, C. van der; Oudkerk, M.; Vliegenthart, R.; Ginneken, B. van; Rikxoort, E.M. van; Zanen, P.
Journal Article
2013Computer-aided segmentation and volumetry of artificial ground-glass nodules at chest CT
Scholten, E.T.; Jacobs, C.; Ginneken, B. van; Willemink, M.J.; Kuhnigk, J.-M.; Ooijen, P.M.A. van; Oudkerk, M.; Mali, W.P.T.M.; Jong, P.A. de
Journal Article
2013Diagnosis of chronic obstructive pulmonary disease in lung cancer screening Computed Tomography scans
Mets, O.M.; Schmidt, M.; Buckens, C.F.; Gondrie, M.J.; Isgum, I.; Oudkerk, M.; Vliegenthart, R.; Koning, H.J. de; Aalst, C.M. van der; Prokop, M.; Lammers, J.-W.J.; Zanen, P.; Hoesein, F.A.M.; Mali, W.P.; Ginneken, B. van; Rikxoort, E.M. van; Jong, P.A. de
Journal Article
2013Low-dose CT measurements of airway dimensions and emphysema associated with airflow limitation in heavy smokers
Dijkstra, A.E.; Postma, D.S.; Hacken, N. ten; Vonk, J.M.; Oudkerk, M.; Ooijen, P.M.A. van; Zanen, P.; Hoesein, F.A.M.; Ginneken, B. van; Schmidt, M.; Groen, H.J.M.
Journal Article
2013Semi-automatic quantification of subsolid pulmonary nodules: Comparison with manual measurements
Scholten, E.T.; Hoop, B. de; Jacobs, C.; Amelsvoort-van de Vorst, S. van; Klaveren, R.J. van; Oudkerk, M.; Vliegenthart, R.; Koning, H.J. de; Aalst, C.M. van der; Mali, W.T.M.; Gietema, H.A.; Prokop, M.; Ginneken, B. van; Jong, P.A. de
Journal Article
2012Normal range of emphysema and air trapping on CT in young men
Mets, O.M.; Hulst, R.A. van; Jacobs, C.; Ginneken, B. van; Jong, P.A. de
Journal Article
2011Computer-aided detection as a decision assistant in chest radiography
Samulski, M.R.M.; Snoeren, P.R.; Platel, B.; Ginneken, B. van; Hogeweg, L.; Schaefer-Prokop, C.; Karssemeijer, N.
Conference Paper
2011Computer-aided detection of ground glass nodules in thoracic CT images using shape, intensity and context features
Jacobs, C.; Sánchez, C.I.; Saur, S.C.; Twellmann, T.; Jong, P.A. de; Ginneken, B. van
Conference Paper
2011The fourth International Workshop on Pulmonary Image Analysis
: Beichel, R.; Bruijne, M.de; Ginneken, B. van; Kabus, S.; Kiraly, A.; Kuhnigk, J.M.; McClellan, J.; Mori, K.; Rikxoort, E. van; Rit, S.
Conference Proceedings
2010The Third International Workshop on Pulmonary Image Analysis 2010. Proceedings
: Brown, M. (Hrsg.); Bruijne, M. de (Hrsg.); Ding, K. (Hrsg.); Ginneken, B. van (Hrsg.); Kiraly, A. (Hrsg.); Kuhnigk, J.-M. (Hrsg.); McClelland, J. (Hrsg.); Mori, K. (Hrsg.); Reinhardt, J. (Hrsg.)
Conference Proceedings