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2020 – today
- 2024
[j22]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: 107871 (2024)- [i7]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 abs/2405.06463 (2024) - [i6]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 abs/2406.05231 (2024) - 2023
- [d1]Gabriel Efrain Humpire Mamani, Luc Builtjes, Colin Jacobs, Bram van Ginneken, Mathias Prokop, Ernst Th. Scholten:
Dataset for: Kidney abnormality segmentation in thorax-abdomen CT scans. Zenodo, 2023
- [i5]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 abs/2309.03383 (2023) - [i4]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 abs/2311.05032 (2023) - 2021
- [i3]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 abs/2105.01181 (2021) - 2020
- [j21]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: 101810 (2020) - [j20]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): 985-996 (2020)
2010 – 2019
- 2019
- [j19]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: 92355-92364 (2019) - 2018
- [c21]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: 105753O - 2017
- [j18]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: 216-228 (2017) - [j17]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 Sóñora-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: 1-13 (2017) - [c20]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: 1013420 - 2016
- [c19]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: 978442 - [i2]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 abs/1610.09157 (2016) - [i1]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 Sóñora-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 abs/1612.08012 (2016) - 2015
- [j16]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): 195-202 (2015) - [j15]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): 962-973 (2015) - [c18]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: 941409 - 2014
- [j14]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): 374-384 (2014) - [c17]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: 90351I - [c16]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: 79-87 - [c15]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: 90343I - 2013
- [c14]Hendrik O. A. Laue, Marcel T. H. Oei, L. Chen, Ina Nora 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: 86691W - [c13]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: 866919 - 2012
- [j13]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): 2093-2107 (2012) - [j12]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): 2322-2334 (2012) - [c12]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: 83144B - 2011
- [j11]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): 215-223 (2011) - 2010
- [j10]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): 707-722 (2010) - [j9]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): 1286-1296 (2010) - [c11]Marc M. J. Koppert, Peter M. J. Rongen, Mathias Prokop, Bart M. ter Haar Romeny, Hans C. van Assen:
Cardiac left atrium CT image segmentation for ablation guidance. ISBI 2010: 480-483 - [c10]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: 76240M - [c9]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: 76240X - [c8]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: 76230N
2000 – 2009
- 2009
- [j8]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): 757-770 (2009) - [j7]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): 621-630 (2009) - [j6]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): 1000-1010 (2009) - [c7]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: 263-271 - [c6]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: 72590Z - 2008
- [j5]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): 1-10 (2008) - [j4]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): 1120-1129 (2008) - [c5]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: 69150X - 2007
- [c4]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: 651410 - 2006
- [j3]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): 385-405 (2006) - [j2]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): 451-463 (2006) - [c3]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: 494-497 - 2005
- [j1]Ingrid Sluimer, Mathias Prokop, Bram van Ginneken:
Toward Automated Segmentation of the Pathological Lung in CT. IEEE Trans. Medical Imaging 24(8): 1025-1038 (2005) - [c2]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 - 2004
- [c1]Ivana Isgum, Bram van Ginneken, Mathias Prokop:
A Pattern Recognition Approach to Automated Coronary Calcium Scoring. ICPR (3) 2004: 746-749
Coauthor Index
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last updated on 2024-11-20 20:59 CET by the dblp team
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