Mathias Prokop

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 16

Top Topics

Automated Detection

Pulmonary Nodules

Top Venues

Medical Image Anal.

Medical Imaging: Computer-Aided Diagnosis

IEEE Trans. Medical Imaging

Publications

Hartmut Häntze, Lina Xu, Felix J. Dorfner, Leonhard Donle, Daniel Truhn, Hugo J. W. L. Aerts, Mathias Prokop, Bram van Ginneken, Alessa Hering, Lisa C. Adams, Keno K. Bressem
MRSegmentator: Robust Multi-Modality Segmentation of 40 Classes in MRI and CT Sequences. CoRR (2024)
Jingxuan Wang, Nikos Sourlos, Marjolein Heuvelmans, Mathias Prokop, Rozemarijn Vliegenthart, Peter M. A. van Ooijen
Explainable machine learning model based on clinical factors for predicting the disappearance of indeterminate pulmonary nodules. Comput. Biol. Medicine 169 (2024)
Max De Grauw, Ernst Th. Scholten, Ewoud J. Smit, Matthieu Rutten, Mathias Prokop, Bram van Ginneken, Alessa Hering
The ULS23 Challenge: a Baseline Model and Benchmark Dataset for 3D Universal Lesion Segmentation in Computed Tomography. CoRR (2024)
Gabriel Efrain Humpire Mamani, Colin Jacobs, Mathias Prokop, Bram van Ginneken, Nikolas Lessmann
Transfer learning from a sparsely annotated dataset of 3D medical images. CoRR (2023)
Gabriel Efrain Humpire Mamani, Nikolas Lessmann, Ernst Th. Scholten, Mathias Prokop, Colin Jacobs, Bram van Ginneken
Kidney abnormality segmentation in thorax-abdomen CT scans. CoRR (2023)
Ecem Sogancioglu, Keelin Murphy, Ernst Th. Scholten, Luuk H. Boulogne, Mathias Prokop, Bram van Ginneken
Automated Estimation of Total Lung Volume using Chest Radiographs and Deep Learning. CoRR (2021)
Sil C. van de Leemput, Mathias Prokop, Bram van Ginneken, Rashindra Manniesing
Stacked Bidirectional Convolutional LSTMs for Deriving 3D Non-Contrast CT From Spatiotemporal 4D CT. IEEE Trans. Medical Imaging 39 (4) (2020)
Midas Meijs, Frederick J. A. Meijer, Mathias Prokop, Bram van Ginneken, Rashindra Manniesing
Image-level detection of arterial occlusions in 4D-CTA of acute stroke patients using deep learning. Medical Image Anal. 66 (2020)
Ajay Patel, Sil C. van de Leemput, Mathias Prokop, Bram van Ginneken, Rashindra Manniesing
Image Level Training and Prediction: Intracranial Hemorrhage Identification in 3D Non-Contrast CT. IEEE Access 7 (2019)
Joost van der Putten, Svitlana Zinger, Fons van der Sommen, Peter H. N. de With, Mathias Prokop, John Hermans
Quantitative CT based radiomics as predictor of resectability of pancreatic adenocarcinoma. Medical Imaging: Computer-Aided Diagnosis (2018)
Ajay Patel, Sil C. van de Leemput, Mathias Prokop, Bram van Ginneken, Rashindra Manniesing
Automatic cerebrospinal fluid segmentation in non-contrast CT images using a 3D convolutional network. Medical Imaging: Computer-Aided Diagnosis (2017)
Ajay Patel, Bram van Ginneken, Frederick J. A. Meijer, Ewoud J. van Dijk, Mathias Prokop, Rashindra Manniesing
Robust cranial cavity segmentation in CT and CT perfusion images of trauma and suspected stroke patients. Medical Image Anal. 36 (2017)
Arnaud Arindra Adiyoso Setio, Alberto Traverso, Thomas de Bel, Moira S. N. Berens, Cas van den Bogaard, Piergiorgio Cerello, Hao Chen, Qi Dou, Maria Evelina Fantacci, Bram Geurts, Robbert van der Gugten, Pheng-Ann Heng, Bart Jansen, Michael M. J. de Kaste, Valentin Kotov, Jack Yu-Hung Lin, Jeroen T. M. C. Manders, Alexander Sónora-Mengana, Juan Carlos García-Naranjo, Evgenia Papavasileiou, Mathias Prokop
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge. Medical Image Anal. 42 (2017)
Francesco Ciompi, Kaman Chung, Sarah J. van Riel, Arnaud Arindra Adiyoso Setio, Paul K. Gerke, Colin Jacobs, Ernst Th. Scholten, Cornelia Schaefer-Prokop, Mathilde M. W. Wille, Alfonso Marchiano, Ugo Pastorino, Mathias Prokop, Bram van Ginneken
Towards automatic pulmonary nodule management in lung cancer screening with deep learning. CoRR (2016)
Brian Mohr, Monique Brink, Luuk J. Oostveen, Joanne D. Schuijf, Mathias Prokop
Lung iodine mapping by subtraction with image registration allowing for tissue sliding. Medical Imaging: Image Processing (2016)
Arnaud Arindra Adiyoso Setio, Alberto Traverso, Thomas de Bel, Moira S. N. Berens, Cas van den Bogaard, Piergiorgio Cerello, Hao Chen, Qi Dou, Maria Evelina Fantacci, Bram Geurts, Robbert van der Gugten, Pheng-Ann Heng, Bart Jansen, Michael M. J. de Kaste, Valentin Kotov, Jack Yu-Hung Lin, Jeroen T. M. C. Manders, Alexander Sónora-Mengana, Juan Carlos García-Naranjo, Mathias Prokop, Marco Saletta, Cornelia Schaefer-Prokop, Ernst Th. Scholten, Luuk Scholten, Miranda M. Snoeren, Ernesto Lopez Torres, Jef Vandemeulebroucke, Nicole Walasek, Guido C. A. Zuidhof, Bram van Ginneken, Colin Jacobs
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge. CoRR (2016)
Francesco Ciompi, Colin Jacobs, Ernst Th. Scholten, Sarah J. van Riel, Mathilde M. W. Wille, Mathias Prokop, Bram van Ginneken
Automatic detection of spiculation of pulmonary nodules in computed tomography images. Medical Imaging: Computer-Aided Diagnosis (2015)
Francesco Ciompi, Bartjan de Hoop, Sarah J. van Riel, Kaman Chung, Ernst Th. Scholten, Matthijs Oudkerk, Pim A. de Jong, Mathias Prokop, Bram van Ginneken
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. Medical Image Anal. 26 (1) (2015)
Francesco Ciompi, Colin Jacobs, Ernst Th. Scholten, Mathilde M. W. Wille, Pim A. de Jong, Mathias Prokop, Bram van Ginneken
Bag-of-Frequencies: A Descriptor of Pulmonary Nodules in Computed Tomography Images. IEEE Trans. Medical Imaging 34 (4) (2015)
Adriënne M. Mendrik, Evert-Jan Vonken, Theo Witkamp, Mathias Prokop, Bram van Ginneken, Max A. Viergever
Using the Fourth Dimension to Distinguish Between Structures for Anisotropic Diffusion Filtering in 4D CT Perfusion Scans. STIA (2014)
Colin Jacobs, S. H. T. T. Opdam, Eva M. van Rikxoort, O. M. Mets, J. Rooyackers, Pim A. de Jong, Mathias Prokop, Bram van Ginneken
Automated detection and quantification of micronodules in thoracic CT scans to identify subjects at risk for silicosis. Medical Imaging: Computer-Aided Diagnosis (2014)
Colin Jacobs, Eva M. van Rikxoort, Thorsten Twellmann, Ernst Th. Scholten, Pim A. de Jong, Jan-Martin Kuhnigk, Matthijs Oudkerk, Harry J. de Koning, Mathias Prokop, Cornelia Schaefer-Prokop, Bram van Ginneken
Automatic detection of subsolid pulmonary nodules in thoracic computed tomography images. Medical Image Anal. 18 (2) (2014)
Keith A. Goatman, Costas Plakas, Joanne D. Schuijf, Erin Beveridge, Mathias Prokop
Computed tomography lung iodine contrast mapping by image registration and subtraction. Medical Imaging: Image Processing (2014)
Jan-Jurre Mordang, Marcel T. H. Oei, Rieneke van den Boom, Ewoud J. Smit, Mathias Prokop, Bram van Ginneken, Rashindra Manniesing
A pattern recognition framework for vessel segmentation in 4D CT of the brain. Medical Imaging: Image Processing (2013)
Hendrik O. A. Laue, Marcel T. H. Oei, L. Chen, I. N. Kompan, Horst K. Hahn, Mathias Prokop, Rashindra Manniesing
Automated artery and vein detection in 4D-CT data with an unsupervised classification algorithm of the time intensity curves. Medical Imaging: Image Processing (2013)
Ivana Isgum, Mathias Prokop, Meindert Niemeijer, Max A. Viergever, Bram van Ginneken
Automatic Coronary Calcium Scoring in Low-Dose Chest Computed Tomography. IEEE Trans. Medical Imaging 31 (12) (2012)
Rieneke van den Boom, Marcel T. H. Oei, Sven Lafebre, Luuk J. Oostveen, F. J. Anton Meijer, Stefan C. A. Steens, Mathias Prokop, Bram van Ginneken, Rashindra Manniesing
Brain tissue segmentation in 4D CT using voxel classification. Medical Imaging: Image Processing (2012)
Pechin Lo, Bram van Ginneken, Joseph M. Reinhardt, Tarunashree Yavarna, Pim A. de Jong, Benjamin Irving, Catalin I. Fetita, Margarete Ortner, Romulo Pinho, Jan Sijbers, Marco Feuerstein, Anna Fabijanska, Christian Bauer, Reinhard Beichel, Carlos S. Mendoza, Rafael Wiemker, Jaesung Lee, Anthony P. Reeves, Silvia Born, Oliver Weinheimer, Eva M. van Rikxoort, Juerg Tschirren, Kensaku Mori, Benjamin Odry, David P. Naidich, Ieneke Hartmann, Eric A. Hoffman, Mathias Prokop, Jesper Johannes Holst Pedersen, Marleen de Bruijne
Extraction of Airways From CT (EXACT'09). IEEE Trans. Medical Imaging 31 (11) (2012)
Meindert Niemeijer, Marco Loog, Michael D. Abràmoff, Max A. Viergever, Mathias Prokop, Bram van Ginneken
On Combining Computer-Aided Detection Systems. IEEE Trans. Medical Imaging 30 (2) (2011)
Ivana Isgum, Mathias Prokop, Peter C. Jacobs, Martijn J. Gondrie, Willem P. Th. M. Mali, Max A. Viergever, Bram van Ginneken
Automatic coronary calcium scoring in low-dose non-ECG-synchronized thoracic CT scans. Medical Imaging: Computer-Aided Diagnosis (2010)
Bram van Ginneken, Samuel G. Armato III, Bartjan de Hoop, Saskia van Amelsvoort-van de Vorst, Thomas Duindam, Meindert Niemeijer, Keelin Murphy, Arnold M. R. Schilham, Alessandra Retico, Maria Evelina Fantacci, Niccolò Camarlinghi, Francesco Bagagli, Ilaria Gori, Takeshi Hara, Hiroshi Fujita, Gianfranco Gargano, Roberto Bellotti, Sabina Sonia Tangaro, Lourdes Bolanos, Francesco De Carlo, Piergiorgio Cerello, Sorin Cristian Cheran, Ernesto Lopez Torres, Mathias Prokop
Comparing and combining algorithms for computer-aided detection of pulmonary nodules in computed tomography scans: The ANODE09 study. Medical Image Anal. 14 (6) (2010)
Adriënne Mendrik, Evert-Jan Vonken, Jan-Willem Dankbaar, Mathias Prokop, Bram van Ginneken
Noise filtering in thin-slice 4D cerebral CT perfusion scans. Medical Imaging: Image Processing (2010)
Thessa T. J. P. Kockelkorn, Pim A. de Jong, Hester A. Gietema, Jan C. Grutters, Mathias Prokop, Bram van Ginneken
Interactive annotation of textures in thoracic CT scans. Medical Imaging: Computer-Aided Diagnosis (2010)
Eva M. van Rikxoort, Mathias Prokop, Bartjan de Hoop, Max A. Viergever, Josien P. W. Pluim, Bram van Ginneken
Automatic Segmentation of Pulmonary Lobes Robust Against Incomplete Fissures. IEEE Trans. Medical Imaging 29 (6) (2010)
Eva M. van Rikxoort, Mathias Prokop, Bartjan de Hoop, Max A. Viergever, Josien P. W. Pluim, Bram van Ginneken
Automatic Segmentation of the Pulmonary Lobes from Fissures, Airways, and Lung Borders: Evaluation of Robustness against Missing Data. MICCAI (1) (2009)
Eva M. van Rikxoort, Bartjan de Hoop, Saskia van de Vorst, Mathias Prokop, Bram van Ginneken
Automatic Segmentation of Pulmonary Segments From Volumetric Chest CT Scans. IEEE Trans. Medical Imaging 28 (4) (2009)
Ivana Isgum, Marius Staring, Annemarieke Rutten, Mathias Prokop, Max A. Viergever, Bram van Ginneken
Multi-Atlas-Based Segmentation With Local Decision Fusion - Application to Cardiac and Aortic Segmentation in CT Scans. IEEE Trans. Medical Imaging 28 (7) (2009)
Keelin Murphy, Bram van Ginneken, Arnold M. R. Schilham, Bartjan de Hoop, H. A. Gietema, Mathias Prokop
A large-scale evaluation of automatic pulmonary nodule detection in chest CT using local image features and k-nearest-neighbour classification. Medical Image Anal. 13 (5) (2009)
Adriënne Mendrik, Evert-Jan Vonken, Annet Waaijer, Ewoud J. Smit, Mathias Prokop, Bram van Ginneken
Segmentation of arteries and veins on 4D CT perfusion scans for constructing arteriograms and venograms. Medical Imaging: Image Processing (2009)
Eva M. van Rikxoort, Bram van Ginneken, M. A. J. Klik, Mathias Prokop
Supervised Enhancement Filters: Application to Fissure Detection in Chest CT Scans. IEEE Trans. Medical Imaging 27 (1) (2008)
Bram van Ginneken, Andre Tan, Keelin Murphy, Bart-Jan de Hoop, Mathias Prokop
Automated detection of nodules attached to the pleural and mediastinal surface in low-dose CT scans. Medical Imaging: Computer-Aided Diagnosis (2008)
Michiel Schaap, Arnold M. R. Schilham, Karel J. Zuiderveld, Mathias Prokop, Evert-Jan Vonken, Wiro J. Niessen
Fast Noise Reduction in Computed Tomography for Improved 3-D Visualization. IEEE Trans. Medical Imaging 27 (8) (2008)
Keelin Murphy, Arnold M. R. Schilham, Hester A. Gietema, Mathias Prokop, Bram van Ginneken
Automated detection of pulmonary nodules from low-dose computed tomography scans using a two-stage classification system based on local image features. Medical Imaging: Computer-Aided Diagnosis (2007)
Ingrid Sluimer, Arnold M. R. Schilham, Mathias Prokop, Bram van Ginneken
Computer analysis of computed tomography scans of the lung: a survey. IEEE Trans. Medical Imaging 25 (4) (2006)
Arnold M. R. Schilham, Bram van Ginneken, H. A. Gietema, Mathias Prokop
Local noise weighted filtering for emphysema scoring of low-dose CT images. IEEE Trans. Medical Imaging 25 (4) (2006)
M. A. J. Klik, Eva M. van Rikxoort, J. F. Peters, H. A. Gietema, Mathias Prokop, Bram van Ginneken
Improved classification of pulmonary nodules by automated detection of benign subpleural lymph nodes. ISBI (2006)
Arnold M. R. Schilham, Mathias Prokop, Hester A. Gietema, Bram van Ginneken
Local noise reduction for emphysema scoring in low-dose CT images. Medical Imaging: Image Processing (2005)
Ingrid Sluimer, Mathias Prokop, Bram van Ginneken
Toward Automated Segmentation of the Pathological Lung in CT. IEEE Trans. Medical Imaging 24 (8) (2005)
Ivana Isgum, Bram van Ginneken, Mathias Prokop
A Pattern Recognition Approach to Automated Coronary Calcium Scoring. ICPR (3) (2004)