Peter M. A. van Ooijen

75 papers A 1Journal 60Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	External Validation of an Open-Source Model for Automated Muscle Segmentation in CT Imaging of Cancer Patients. J. Imaging Hendrik Erenstein, Jona Van den Broeck, Annemieke van der Heij-Meijer, Wim P. Krijnen, Aldo Scafoglieri, Harriët Jager-Wittenaar, Martine Sealy, Peter M. A. van Ooijen
2026	J	`jnl`	GFFusion: Towards automated assessment of movement disorders from gait videos. Biomed. Signal Process. Control. Wei Tang, Martinica Garofalo, Peter M. A. van Ooijen, Deborah A. Sival, Natasha M. Maurits
2025	J	`jnl`	A comparison of an integrated and image-only deep learning model for predicting the disappearance of indeterminate pulmonary nodules. Comput. Medical Imaging Graph. Jingxuan Wang, Jiali Cai, Wei Tang, Ivan Dudurych, Marcel van Tuinen, Rozemarijn Vliegenthart, Peter M. A. van Ooijen
2025	J	`jnl`	The Effect of Simulated Dose Reduction on the Performance of Artificial Intelligence in Chest Radiography. J. Imaging Hendrik Erenstein, Wim P. Krijnen, Annemieke van der Heij-Meijer, Peter M. A. van Ooijen
2025	J	`jnl`	Uncertainty-aware deep learning for segmentation of primary tumor and pathologic lymph nodes in oropharyngeal cancer: Insights from a multi-center cohort. Comput. Medical Imaging Graph. Alessia De Biase, Nanna Maria Sijtsema, Lisanne van Dijk, Roel Steenbakkers, Johannes A. Langendijk, Peter M. A. van Ooijen
2025	J	`jnl`	Weight-space noise for privacy-robustness trade-offs in federated learning. Neural Comput. Appl. Erfan Darzi, Nanna Maria Sijtsema, Peter M. A. van Ooijen
2024	J	`jnl`	Automatic two-dimensional & three-dimensional video analysis with deep learning for movement disorders: A systematic review. Artif. Intell. Medicine Wei Tang, Peter M. A. van Ooijen, Deborah A. Sival, Natasha M. Maurits
2024	—	`conf`	BoneStory: Visual Storytelling in 3D Virtual Surgical Planning for Bone Fracture Reduction. CGI (2) Heejun Lee, Peter A. J. Pijpker, Joep Kraeima, Lorenzo Amabili, Fokie Cnossen, Jos B. T. M. Roerdink, Peter M. A. van Ooijen, Jirí Kosinka
2024	J	`jnl`	Deep learning-based outcome prediction using PET/CT and automatically predicted probability maps of primary tumor in patients with oropharyngeal cancer. Comput. Methods Programs Biomed. Alessia De Biase, Baoqiang Ma, Jiapan Guo, Lisanne van Dijk, Johannes A. Langendijk, Stefan Both, Peter M. A. van Ooijen, Nanna Maria Sijtsema
2024	J	`jnl`	Explainable machine learning model based on clinical factors for predicting the disappearance of indeterminate pulmonary nodules. Comput. Biol. Medicine Jingxuan Wang, Nikos Sourlos, Marjolein Heuvelmans, Mathias Prokop, Rozemarijn Vliegenthart, Peter M. A. van Ooijen
2024	J	`jnl`	Exploring Adversarial Attacks in Federated Learning for Medical Imaging. IEEE Trans. Ind. Informatics Erfan Darzi, Florian Dubost, Nanna Maria Sijtsema, Peter M. A. van Ooijen
2024	—	`conf`	MRI-Based Head and Neck Tumor Segmentation Using nnU-Net with 15-Fold Cross-Validation Ensemble. HNTS-MRG@MICCAI Frank N. Mol, Luuk van der Hoek, Baoqiang Ma, Bharath Chowdhary Nagam, Nanna Maria Sijtsema, Lisanne van Dijk, Kerstin Bunte, Rifka Vlijm, Peter M. A. van Ooijen
2024	J	`jnl`	Masked Conditional Variational Autoencoders for Chromosome Straightening. IEEE Trans. Medical Imaging Jingxiong Li, Sunyi Zheng, Zhongyi Shui, Shichuan Zhang, Linyi Yang, Yuxuan Sun, Yunlong Zhang, Honglin Li, Yuanxin Ye, Peter M. A. van Ooijen, Kang Li, Lin Yang
2024	J	`jnl`	Probability maps for deep learning-based head and neck tumor segmentation: Graphical User Interface design and test. Comput. Biol. Medicine Alessia De Biase, Liv Ziegfeld, Nanna Maria Sijtsema, Roel Steenbakkers, Robin Wijsman, Lisanne van Dijk, Johannes A. Langendijk, Fokie Cnossen, Peter M. A. van Ooijen
2024	J	`jnl`	Tackling heterogeneity in medical federated learning via aligning vision transformers. Artif. Intell. Medicine Erfan Darzi, Yiqing Shen, Yangming Ou, Nanna Maria Sijtsema, Peter M. A. van Ooijen
2023	J	`jnl`	A Comparative Study of Federated Learning Models for COVID-19 Detection. CoRR Erfan Darzidehkalani, Nanna Maria Sijtsema, Peter M. A. van Ooijen
2023	—	`conf`	Classification of Movement Disorders Using Video Recordings of Gait with Attention-based Graph Convolutional Networks. BHI Wei Tang, Peter M. A. van Ooijen, Deborah A. Sival, Natasha M. Maurits
2023	J	`jnl`	Deep-Stacked Convolutional Neural Networks for Brain Abnormality Classification Based on MRI Images. J. Digit. Imaging Dewinda Julianensi Rumala, Peter M. A. van Ooijen, Reza Fuad Rachmadi, Anggraini Dwi Sensusiati, I Ketut Eddy Purnama
2023	J	`jnl`	Exploring adversarial attacks in federated learning for medical imaging. CoRR Erfan Darzi, Florian Dubost, Nanna Maria Sijtsema, Peter M. A. van Ooijen
2023	J	`jnl`	Fed-Safe: Securing Federated Learning in Healthcare Against Adversarial Attacks. CoRR Erfan Darzi, Nanna Maria Sijtsema, Peter M. A. van Ooijen
2023	J	`jnl`	Masked conditional variational autoencoders for chromosome straightening. CoRR Jingxiong Li, Sunyi Zheng, Zhongyi Shui, Shichuan Zhang, Linyi Yang, Yuxuan Sun, Yunlong Zhang, Honglin Li, Yuanxin Ye, Peter M. A. van Ooijen, Kang Li, Lin Yang
2023	J	`jnl`	Tackling Heterogeneity in Medical Federated learning via Vision Transformers. CoRR Erfan Darzi, Yiqing Shen, Nanna Maria Sijtsema, Peter M. A. van Ooijen
2023	J	`jnl`	The Hidden Adversarial Vulnerabilities of Medical Federated Learning. CoRR Erfan Darzi, Florian Dubost, Nanna Maria Sijtsema, Peter M. A. van Ooijen
2023	—	`conf`	TransRP: Transformer-based PET/CT feature extraction incorporating clinical data for recurrence-free survival prediction in oropharyngeal cancer. MIDL Baoqiang Ma, Jiapan Guo, Lisanne van Dijk, Peter M. A. van Ooijen, Stefan Both, Nanna Maria Sijtsema
2022	J	`jnl`	2D Gait Skeleton Data Normalization for Quantitative Assessment of Movement Disorders from Freehand Single Camera Video Recordings. Sensors Wei Tang, Peter M. A. van Ooijen, Deborah A. Sival, Natasha M. Maurits
2022	J	`jnl`	AI Technical Considerations: Data Storage, Cloud usage and AI Pipeline. CoRR Peter M. A. van Ooijen, Erfan Darzidehkalani, Andre Dekker
2022	J	`jnl`	AI-Driven Model for Automatic Emphysema Detection in Low-Dose Computed Tomography Using Disease-Specific Augmentation. J. Digit. Imaging 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
2022	J	`jnl`	Automatic Cardiac Structure Contouring for Small Datasets with Cascaded Deep Learning Models. J. Medical Syst. 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
2022	—	`conf`	Deep Learning and Radiomics Based PET/CT Image Feature Extraction from Auto Segmented Tumor Volumes for Recurrence-Free Survival Prediction in Oropharyngeal Cancer Patients. HECKTOR@MICCAI Baoqiang Ma, Yan Li, Hung Chu, Wei Tang, Luis Ricardo De la O. Arévalo, Jiapan Guo, Peter M. A. van Ooijen, Stefan Both, Johannes A. Langendijk, Lisanne van Dijk, Nanna Maria Sijtsema
2022	J	`jnl`	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 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
2022	J	`jnl`	Slice-by-slice deep learning aided oropharyngeal cancer segmentation with adaptive thresholding for spatial uncertainty on FDG PET and CT images. CoRR Alessia De Biase, Nanna Maria Sijtsema, Lisanne van Dijk, Johannes A. Langendijk, Peter M. A. van Ooijen
2022	J	`jnl`	Spring-Charged Particles Model to Improved Shape Recovery: An Application for X-Ray Spinal Segmentation. IEEE Access Tri Arief Sardjono, Peter M. A. van Ooijen, I. Ketut Eddy Purnama, Berlian Al Kindhi, Ardian Yusuf Wicaksono, Eko M. Yuniarno, Gijbertus Jacob Verkerke, Mauridhi Hery Purnomo, Michael H. F. Wilkinson
2022	—	`conf`	Swin UNETR for Tumor and Lymph Node Segmentation Using 3D PET/CT Imaging: A Transfer Learning Approach. HECKTOR@MICCAI Hung Chu, Luis Ricardo De la O. Arévalo, Wei Tang, Baoqiang Ma, Yan Li, Alessia De Biase, Stefan Both, Johannes A. Langendijk, Peter M. A. van Ooijen, Nanna Maria Sijtsema, Lisanne van Dijk
2022	J	`jnl`	The natural language processing of radiology requests and reports of chest imaging: Comparing five transformer models' multilabel classification and a proof-of-concept study. Health Informatics J. Allard W. Olthof, Peter M. A. van Ooijen, Ludo J. Cornelissen
2022	J	`jnl`	VeLight: A 3D virtual reality tool for CT-based anatomy teaching and training. J. Vis. Lingyun Yu, Joost Ouwerling, Pjotr Svetachov, Frans h. j. van Hoesel, Peter M. A. van Ooijen, Jirí Kosinka
2021	J	`jnl`	A semi-automatic seed point-based method for separation of individual vertebrae in 3D surface meshes: a proof of principle study. Int. J. Comput. Assist. Radiol. Surg. Peter A. J. Pijpker, Tim S. Oosterhuis, Max J. H. Witjes, Chris Faber, Peter M. A. van Ooijen, Jirí Kosinka, Jos M. A. Kuijlen, Rob J. M. Groen, Joep Kraeima
2021	J	`jnl`	Deep Learning-Based Natural Language Processing in Radiology: The Impact of Report Complexity, Disease Prevalence, Dataset Size, and Algorithm Type on Model Performance. J. Medical Syst. Allard W. Olthof, Peter M. A. van Ooijen, Ludo J. Cornelissen
2021	J	`jnl`	Machine learning based natural language processing of radiology reports in orthopaedic trauma. Comput. Methods Programs Biomed. Allard W. Olthof, P. Shouche, E. M. Fennema, F. F. A. IJpma, R. H. C. Koolstra, V. M. A. Stirler, Peter M. A. van Ooijen, Ludo J. Cornelissen
2021	—	`conf`	Self-supervised Multi-modality Image Feature Extraction for the Progression Free Survival Prediction in Head and Neck Cancer. HECKTOR@MICCAI Baoqiang Ma, Jiapan Guo, Alessia De Biase, Nikos Sourlos, Wei Tang, Peter M. A. van Ooijen, Stefan Both, Nanna Maria Sijtsema
2021	—	`conf`	Skip-SCSE Multi-scale Attention and Co-learning Method for Oropharyngeal Tumor Segmentation on Multi-modal PET-CT Images. HECKTOR@MICCAI Alessia De Biase, Wei Tang, Nikos Sourlos, Baoqiang Ma, Jiapan Guo, Nanna Maria Sijtsema, Peter M. A. van Ooijen
2020	J	`jnl`	3D reconstruction of carotid artery in B-mode ultrasound image using modified template matching based on ellipse feature. Comput. methods Biomech. Biomed. Eng. Imaging Vis. I. Made Gede Sunarya, Eko Mulyanto Yuniarno, Tri Arief Sardjono, Ismoyo Sunu, Peter M. A. van Ooijen, I. Ketut Eddy Purnama
2020	J	`jnl`	Assessment of Dynamic Change of Coronary Artery Geometry and Its Relationship to Coronary Artery Disease, Based on Coronary CT Angiography. J. Digit. Imaging Jordy K. van Zandwijk, Volkan Tuncay, Rozemarijn Vliegenthart, Gert Jan Pelgrim, Cornelis H. Slump, Matthijs Oudkerk, Peter M. A. van Ooijen
2020	J	`jnl`	Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection. IEEE Trans. Medical Imaging Sunyi Zheng, Jiapan Guo, Xiaonan Cui, Raymond N. J. Veldhuis, Matthijs Oudkerk, Peter M. A. van Ooijen
2020	J	`jnl`	Contextual Structured Reporting in Radiology: Implementation and Long-Term Evaluation in Improving the Communication of Critical Findings. J. Medical Syst. Allard W. Olthof, Anne L. M. Leusveld, Jan Cees de Groot, Petra M. C. Callenbach, Peter M. A. van Ooijen
2020	J	`jnl`	Deep learning-based pulmonary nodule detection: Effect of slab thickness in maximum intensity projections at the nodule candidate detection stage. Comput. Methods Programs Biomed. Sunyi Zheng, Xiaonan Cui, Marleen Vonder, Raymond N. J. Veldhuis, Zhaoxiang Ye, Rozemarijn Vliegenthart, Matthijs Oudkerk, Peter M. A. van Ooijen
2020	J	`jnl`	Design, Implementation, and Validation of a Pulsatile Heart Phantom Pump. J. Digit. Imaging Volkan Tuncay, Jan Zijlstra, Matthijs Oudkerk, Peter M. A. van Ooijen
2020	J	`jnl`	Efficient convolutional neural networks for multi-planar lung nodule detection: improvement on small nodule identification. CoRR Sunyi Zheng, Ludo J. Cornelissen, Xiaonan Cui, Xueping Jing, Raymond N. J. Veldhuis, Matthijs Oudkerk, Peter M. A. van Ooijen
2020	J	`jnl`	Recurrent convolutional neural networks for mandible segmentation from computed tomography. CoRR Bingjiang Qiu, Jiapan Guo, Joep Kraeima, Haye H. Glas, Ronald J. H. Borra, Max J. H. Witjes, Peter M. A. van Ooijen
2019	J	`jnl`	Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection. CoRR Sunyi Zheng, Jiapan Guo, Xiaonan Cui, Raymond N. J. Veldhuis, Matthijs Oudkerk, Peter M. A. van Ooijen
2018	J	`jnl`	3D segmentation of mandible from multisectional CT scans by convolutional neural networks. CoRR Bingjiang Qiu, Jiapan Guo, Joep Kraeima, Ronald J. H. Borra, Max J. H. Witjes, Peter M. A. van Ooijen
2018	—	`conf`	Improving Provenance Data Interaction for Visual Storytelling in Medical Imaging Data Exploration. EuroVis (Short Papers) Lorenzo Amabili, Jirí Kosinka, Maarten A. J. van Meersbergen, Peter M. A. van Ooijen, Jos B. T. M. Roerdink, Pjotr Svetachov, Lingyun Yu
2016	J	`jnl`	Image De-Identification Methods for Clinical Research in the XDS Environment. J. Medical Syst. K. Y. E. Aryanto, G. van Kernebeek, B. Berendsen, Matthijs Oudkerk, Peter M. A. van Ooijen
2016	J	`jnl`	Implementation and Validation of PACS Integrated Peer Review for Discrepancy Recording of Radiology Reporting. J. Medical Syst. Allard W. Olthof, Peter M. A. van Ooijen
2016	J	`jnl`	Pattern mining of user interaction logs for a post-deployment usability evaluation of a radiology PACS client. Int. J. Medical Informatics Wiard Jorritsma, Fokie Cnossen, Rudi A. Dierckx, Matthijs Oudkerk, Peter M. A. van Ooijen
2016	J	`jnl`	Post-deployment usability evaluation of a radiology workstation. Int. J. Medical Informatics Wiard Jorritsma, Fokie Cnossen, Rudi A. Dierckx, Matthijs Oudkerk, Peter M. A. van Ooijen
2016	J	`jnl`	Radiologists' Usage of Social Media: Results of the RANSOM Survey. J. Digit. Imaging Erik R. Ranschaert, Peter M. A. van Ooijen, Geraldine B. McGinty, Paul M. Parizel
2015	J	`jnl`	A Web-Based Institutional DICOM Distribution System with the Integration of the Clinical Trial Processor (CTP). J. Medical Syst. K. Y. E. Aryanto, A. Broekema, R. G. A. Langenhuysen, Matthijs Oudkerk, Peter M. A. van Ooijen
2015	J	`jnl`	Adaptive support for user interface customization: a study in radiology. Int. J. Hum. Comput. Stud. Wiard Jorritsma, Fokie Cnossen, Peter M. A. van Ooijen
2015	J	`jnl`	Comparing Four Touch-Based Interaction Techniques for an Image-Based Audience Response System. Int. J. Hum. Comput. Interact. Wiard Jorritsma, Jonatan T. Prins, Peter M. A. van Ooijen
2015	J	`jnl`	DICOM data migration for PACS transition: procedure and pitfalls. Int. J. Comput. Assist. Radiol. Surg. Peter M. A. van Ooijen, Kadek Yota E. Aryanto, André Broekema, Steven C. Horii
2014	J	`jnl`	Merits of usability testing for PACS selection. Int. J. Medical Informatics Wiard Jorritsma, Fokie Cnossen, Peter M. A. van Ooijen
2011	J	`jnl`	A Situational Alignment Framework for PACS. J. Digit. Imaging Rogier van de Wetering, Ronald Batenburg, Matthijs Oudkerk, Peter M. A. van Ooijen, Sjaak Brinkkemper, Wim Scheper
2011	J	`jnl`	Design and implementation of I2Vote - An interactive image-based voting system using windows mobile devices. Int. J. Medical Informatics Peter M. A. van Ooijen, A. Broekema, Matthijs Oudkerk
2010	J	`jnl`	Accessibility of Data Backup on CD-R after 8 to 11 years. J. Digit. Imaging Peter M. A. van Ooijen, A. R. Viddeleer, Floris Meijer, Matthijs Oudkerk
2008	J	`jnl`	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 Peter M. A. van Ooijen, A. Broekema, Matthijs Oudkerk
2007	—	`conf`	Branches filtering approach for max-tree. VISAPP (1) I. Ketut E. Purnama, Michael H. F. Wilkinson, Albert G. Veldhuizen, Peter M. A. van Ooijen, Jaap Lubbers, Tri Arief Sardjono, Gijbertus Jacob Verkerke
2007	J	`jnl`	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 W. Kristanto, Peter M. A. van Ooijen, Bertram The, H. Duifhuis, Tati Rajab Mengko, Matthijs Oudkerk
2006	J	`jnl`	Evaluation of the Use of CD-ROM Upload into the PACS or Institutional Web Server. J. Digit. Imaging Peter M. A. van Ooijen, R. Roosjen, M. J. de Blecourt, R. van Dam, A. Broekema, Matthijs Oudkerk
2006	J	`jnl`	User Questionnaire to Evaluate the Radiological Workspace. J. Digit. Imaging Peter M. A. van Ooijen, Allya P. Koesoema, Matthijs Oudkerk
2005	J	`jnl`	Incorporating Out-Patient Data From CD-R Into the Local PACS Using DICOM Worklist Features. J. Digit. Imaging Peter M. A. van Ooijen, J. Guignot, G. Mevel, Matthijs Oudkerk
2003	—	`conf`	Multi-Detector CT and 3D imaging in a multi-vendor PACS environment. CARS Peter M. A. van Ooijen, R. Witkamp, Matthijs Oudkerk
2003	—	`conf`	The influence of beam-pitch, reconstruction slice-thickness, and kernels on 3D-visualisation of 16-MSCT data. CARS Roy Irwan, Peter M. A. van Ooijen, W. G. J. Tukker, Matthijs Oudkerk
2001	—	`conf`	Three-dimensional volume rendered CT for preparation and evaluation of endovascular treatment of popliteal aneurysms. CARS Peter M. A. van Ooijen, Arie Munne, Marco T. C. Hoedt, Matthijs Oudkerk
2000	—	`conf`	Everything On-Line (EOL) PACS: A new concept in PACS. EuroPACS Peter M. A. van Ooijen, A. H. H. Bongaertz, Matthijs Oudkerk
1996	A	`conf`	Clinical Evaluation of Interactive Volume Visualization. IEEE Visualization Karel J. Zuiderveld, Peter M. A. van Ooijen, John W. C. Chin-A-Woeng, Pieter C. Buijs, Marco Olree, Frits H. Post