Matthijs Oudkerk

Publication Activity (10 Years)

Years Active: 2000-2022
Publications (10 Years): 15

Top Topics

Usability Evaluation

Nodule Detection

Convolutional Neural Networks

Computed Tomography

Top Venues

J. Digit. Imaging

J. Medical Syst.

Medical Image Anal.

Publications

L. B. van den Oever, D. S. Spoor, A. P. G. Crijns, Rozemarijn Vliegenthart, Matthijs Oudkerk, Raymond N. J. Veldhuis, Geertruida H. de Bock, Peter M. A. van Ooijen
Automatic Cardiac Structure Contouring for Small Datasets with Cascaded Deep Learning Models. J. Medical Syst. 46 (5) (2022)
L. B. van den Oever, W. A. van Veldhuizen, Ludo J. Cornelissen, D. S. Spoor, Tineke P. Willems, G. Kramer, T. Stigter, Mieneke Rook, A. P. G. Crijns, Matthijs Oudkerk, Raymond N. J. Veldhuis, Geertruida H. de Bock, Peter M. A. van Ooijen
Qualitative Evaluation of Common Quantitative Metrics for Clinical Acceptance of Automatic Segmentation: a Case Study on Heart Contouring from CT Images by Deep Learning Algorithms. J. Digit. Imaging 35 (2) (2022)
Yeshaswini Nagaraj, Hendrik Joost Wisselink, Mieneke Rook, Jiali Cai, Sunil Belur Nagaraj, Grigory Sidorenkov, Raymond N. J. Veldhuis, Matthijs Oudkerk, Rozemarijn Vliegenthart, Peter M. A. van Ooijen
AI-Driven Model for Automatic Emphysema Detection in Low-Dose Computed Tomography Using Disease-Specific Augmentation. J. Digit. Imaging 35 (3) (2022)
Matthijs Oudkerk, Bob D. de Vos, M. M. Winter, Ivana Isgum
Deep Learning-Based Data-Point Precise R-Peak Detection in Single-Lead Electrocardiograms. EMBC (2021)
Jordy K. van Zandwijk, Volkan Tuncay, Rozemarijn Vliegenthart, Gert Jan Pelgrim, Cornelis H. Slump, Matthijs Oudkerk, Peter M. A. van Ooijen
Assessment of Dynamic Change of Coronary Artery Geometry and Its Relationship to Coronary Artery Disease, Based on Coronary CT Angiography. J. Digit. Imaging 33 (2) (2020)
Sunyi Zheng, Jiapan Guo, Xiaonan Cui, Raymond N. J. Veldhuis, Matthijs Oudkerk, Peter M. A. van Ooijen
Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection. IEEE Trans. Medical Imaging 39 (3) (2020)
Volkan Tuncay, Jan Zijlstra, Matthijs Oudkerk, Peter M. A. van Ooijen
Design, Implementation, and Validation of a Pulsatile Heart Phantom Pump. J. Digit. Imaging 33 (5) (2020)
Sunyi Zheng, Ludo J. Cornelissen, Xiaonan Cui, Xueping Jing, Raymond N. J. Veldhuis, Matthijs Oudkerk, Peter M. A. van Ooijen
Efficient convolutional neural networks for multi-planar lung nodule detection: improvement on small nodule identification. CoRR (2020)
Sunyi Zheng, Xiaonan Cui, Marleen Vonder, Raymond N. J. Veldhuis, Zhaoxiang Ye, Rozemarijn Vliegenthart, Matthijs Oudkerk, Peter M. A. van Ooijen
Deep learning-based pulmonary nodule detection: Effect of slab thickness in maximum intensity projections at the nodule candidate detection stage. Comput. Methods Programs Biomed. 196 (2020)
Sunyi Zheng, Jiapan Guo, Xiaonan Cui, Raymond N. J. Veldhuis, Matthijs Oudkerk, Peter M. A. van Ooijen
Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection. CoRR (2019)
Nikolas Leßmann, Ivana Isgum, Arnaud A. A. Setio, Bob D. de Vos, Francesco Ciompi, Pim A. de Jong, Matthijs Oudkerk, W. P. Th. M. Mali, Max A. Viergever, Bram van Ginneken
Deep convolutional neural networks for automatic coronary calcium scoring in a screening study with low-dose chest CT. Medical Imaging: Computer-Aided Diagnosis (2016)
Wiard Jorritsma, Fokie Cnossen, Rudi A. Dierckx, Matthijs Oudkerk, Peter M. A. van Ooijen
Pattern mining of user interaction logs for a post-deployment usability evaluation of a radiology PACS client. Int. J. Medical Informatics 85 (1) (2016)
Bob D. de Vos, Jessica van Setten, Pim A. de Jong, Willem Mali, Matthijs Oudkerk, Max A. Viergever, Ivana Isgum
Genome-wide association study of coronary and aortic calcification in lung cancer screening CT. Medical Imaging: Image Processing (2016)
K. Y. E. Aryanto, G. van Kernebeek, B. Berendsen, Matthijs Oudkerk, Peter M. A. van Ooijen
Image De-Identification Methods for Clinical Research in the XDS Environment. J. Medical Syst. 40 (4) (2016)
Wiard Jorritsma, Fokie Cnossen, Rudi A. Dierckx, Matthijs Oudkerk, Peter M. A. van Ooijen
Post-deployment usability evaluation of a radiology workstation. Int. J. Medical Informatics 85 (1) (2016)
Navid Shahriari, Edsko E. G. Hekman, Matthijs Oudkerk, Sarthak Misra
Design and evaluation of a computed tomography (CT)-compatible needle insertion device using an electromagnetic tracking system and CT images. Int. J. Comput. Assist. Radiol. Surg. 10 (11) (2015)
K. Y. E. Aryanto, A. Broekema, R. G. A. Langenhuysen, Matthijs Oudkerk, Peter M. A. van Ooijen
A Web-Based Institutional DICOM Distribution System with the Integration of the Clinical Trial Processor (CTP). J. Medical Syst. 39 (5) (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)
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)
Peter M. A. van Ooijen, A. Broekema, Matthijs Oudkerk
Design and implementation of I2Vote - An interactive image-based voting system using windows mobile devices. Int. J. Medical Informatics 80 (8) (2011)
Rogier van de Wetering, Ronald Batenburg, Matthijs Oudkerk, Peter M. A. van Ooijen, Sjaak Brinkkemper, Wim Scheper
A Situational Alignment Framework for PACS. J. Digit. Imaging 24 (6) (2011)
Peter M. A. van Ooijen, A. R. Viddeleer, Floris Meijer, Matthijs Oudkerk
Accessibility of Data Backup on CD-R after 8 to 11 years. J. Digit. Imaging 23 (1) (2010)
G. D. Pandeya, M. J. W. Greuter, Bernhard Schmidt, Thomas G. Flohr, Matthijs Oudkerk
Calibration of temperature measurements with CT for ablation of liver tissue. Medical Imaging: Image-Guided Procedures (2010)
Peter M. A. van Ooijen, A. Broekema, Matthijs Oudkerk
Use of a Thin-Section Archive and Enterprise 3-Dimensional Software for Long-Term Storage of Thin-Slice CT Data Sets - A Reviewers' Response. J. Digit. Imaging 21 (2) (2008)
W. Kristanto, Peter M. A. van Ooijen, Bertram The, H. Duifhuis, Tati Rajab Mengko, Matthijs Oudkerk
Design and Implementation of Gradient Vector Flow Snake to Detect a Reference Object in Pelvic X-Rays for Preoperative Total Hip Arthroplasty Planning Application. J. Digit. Imaging 20 (4) (2007)
Peter M. A. van Ooijen, R. Roosjen, M. J. de Blecourt, R. van Dam, A. Broekema, Matthijs Oudkerk
Evaluation of the Use of CD-ROM Upload into the PACS or Institutional Web Server. J. Digit. Imaging 19 (S-1) (2006)
Peter M. A. van Ooijen, Allya P. Koesoema, Matthijs Oudkerk
User Questionnaire to Evaluate the Radiological Workspace. J. Digit. Imaging 19 (S-1) (2006)
Peter M. A. van Ooijen, J. Guignot, G. Mevel, Matthijs Oudkerk
Incorporating Out-Patient Data From CD-R Into the Local PACS Using DICOM Worklist Features. J. Digit. Imaging 18 (3) (2005)
Peter M. A. van Ooijen, R. Witkamp, Matthijs Oudkerk
Multi-Detector CT and 3D imaging in a multi-vendor PACS environment. CARS (2003)
Roy Irwan, Peter M. A. van Ooijen, W. G. J. Tukker, Matthijs Oudkerk
The influence of beam-pitch, reconstruction slice-thickness, and kernels on 3D-visualisation of 16-MSCT data. CARS (2003)
V. H. Hackert, Tom den Heijer, Matthijs Oudkerk, P. J. Koudstaal, Albert Hofman, Monique M. B. Breteler
Hippocampal Head Size Associated with Verbal Memory Performance in Nondemented Elderly. NeuroImage 17 (3) (2002)
Peter M. A. van Ooijen, Arie Munne, Marco T. C. Hoedt, Matthijs Oudkerk
Three-dimensional volume rendered CT for preparation and evaluation of endovascular treatment of popliteal aneurysms. CARS (2001)
Peter M. A. van Ooijen, A. H. H. Bongaertz, Matthijs Oudkerk
Everything On-Line (EOL) PACS: A new concept in PACS. EuroPACS (2000)