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Author Details

Bram van Ginneken
Radboud University Medical Center
1997
309
67
PMIDPaper TitleJournal TitlePublished Year
37515632Clinical use of artificial intelligence products for radiology in the Netherlands between 2020 and 2022.Eur Radiol2024
37713220AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge.IEEE Trans Med Imaging2024
36374875FRODO: An In-Depth Analysis of a System to Reject Outlier Samples From a Trained Neural Network.IEEE Trans Med Imaging2023
37526548Prior CT Improves Deep Learning for Malignancy Risk Estimation of Screening-detected Pulmonary Nodules.Radiology2023
37952026COVID-19 screening in low resource settings using artificial intelligence for chest radiographs and point-of-care blood tests.Sci Rep2023
37891360Deep learning for the detection of benign and malignant pulmonary nodules in non-screening chest CT scans.Commun Med (Lond)2023
37644032Emphysema subtyping on thoracic computed tomography scans using deep neural networks.Sci Rep2023
37531333Impact of a multi-disease integrated screening and diagnostic model for COVID-19, TB, and HIV in Lesotho.PLOS Glob Public Health2023
37192175Optimising computer aided detection to identify intra-thoracic tuberculosis on chest x-ray in South African children.PLOS Glob Public Health2023
37338552Trends in the incidence of pulmonary nodules in chest computed tomography: 10-year results from two Dutch hospitals.Eur Radiol2023
36724605Continual learning strategies for cancer-independent detection of lymph node metastases.Med Image Anal2023
36066371Tuberculosis Detection from Chest Radiographs: Stop Training Radiologists Now.Radiology2023
36380195Musculoskeletal radiologist-level performance by using deep learning for detection of scaphoid fractures on conventional multi-view radiographs of hand and wrist.Eur Radiol2023
32845835Streaming Convolutional Neural Networks for End-to-End Learning With Multi-Megapixel Images.IEEE Trans Pattern Anal Mach Intell2022
35841780Prostate158 - An expert-annotated 3T MRI dataset and algorithm for prostate cancer detection.Comput Biol Med2022
35840566The Medical Segmentation Decathlon.Nat Commun2022
35693032Predicting biochemical recurrence of prostate cancer with artificial intelligence.Commun Med (Lond)2022
35692896Knowledge distillation with ensembles of convolutional neural networks for medical image segmentation.J Med Imaging (Bellingham)2022
35597029Automated detection of cerebral microbleeds via segmentation in susceptibility-weighted images of patients with traumatic brain injury.Neuroimage Clin2022
35388486Automated estimation of total lung volume using chest radiographs and deep learning.Med Phys2022
36426089Dataset of prostate MRI annotated for anatomical zones and cancer.Data Brief2022
35993014Patients with diffuse idiopathic skeletal hyperostosis have an increased burden of thoracic aortic calcifications.Rheumatol Adv Pract2022
35900979Explainable emphysema detection on chest radiographs with deep learning.PLoS One2022
36379971Detection of mandibular fractures on panoramic radiographs using deep learning.Sci Rep2022
35063289Automatic Placenta Localization From Ultrasound Imaging in a Resource-Limited Setting Using a Predefined Ultrasound Acquisition Protocol and Deep Learning.Ultrasound Med Biol2022
34791065Diffuse idiopathic skeletal hyperostosis is associated with incident stroke in patients with increased cardiovascular risk.Rheumatology (Oxford)2022
34653265Image-based automated Psoriasis Area Severity Index scoring by Convolutional Neural Networks.J Eur Acad Dermatol Venereol2022
34649976Scan-based competing death risk model for re-evaluating lung cancer computed tomography screening eligibility.Eur Respir J2022
34117522How does artificial intelligence in radiology improve efficiency and health outcomes?Pediatr Radiol2022
32729810Automated Assessment of COVID-19 Reporting and Data System and Chest CT Severity Scores in Patients Suspected of Having COVID-19 Using Artificial Intelligence.Radiology2021
37786449A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises.Proc IEEE Inst Electr Electron Eng2021
35582210Automated COVID-19 Grading With Convolutional Neural Networks in Computed Tomography Scans: A Systematic Comparison.IEEE Trans Artif Intell2021
33796604Computer-aided diagnosis of masses in breast computed tomography imaging: deep learning model with combined handcrafted and convolutional radiomic features.J Med Imaging (Bellingham)2021
33574075Combining pulmonary and cardiac computed tomography biomarkers for disease-specific risk modelling in lung cancer screening.Eur Respir J2021
33856519Artificial intelligence in radiology: 100 commercially available products and their scientific evidence.Eur Radiol2021
34870218Deep Learning for Lung Cancer Detection on Screening CT Scans: Results of a Large-Scale Public Competition and an Observer Study with 11 Radiologists.Radiol Artif Intell2021
34559005Assisted versus Manual Interpretation of Low-Dose CT Scans for Lung Cancer Screening: Impact on Lung-RADS Agreement.Radiol Imaging Cancer2021
34564764Cost-effectiveness of artificial intelligence aided vessel occlusion detection in acute stroke: an early health technology assessment.Insights Imaging2021
34329354Deep learning with robustness to missing data: A novel approach to the detection of COVID-19.PLoS One2021
34350413Development and Validation of a Convolutional Neural Network for Automated Detection of Scaphoid Fractures on Conventional Radiographs.Radiol Artif Intell2021
34246850Adversarial attack vulnerability of medical image analysis systems: Unexplored factors.Med Image Anal2021
34216959CNN-based lung CT registration with multiple anatomical constraints.Med Image Anal2021
34171622Deep learning for chest X-ray analysis: A survey.Med Image Anal2021
34003056Deep Learning for Malignancy Risk Estimation of Pulmonary Nodules Detected at Low-Dose Screening CT.Radiology2021
34164285Artificial intelligence for detection and characterization of pulmonary nodules in lung cancer CT screening: ready for practice?Transl Lung Cancer Res2021
34357130Visceral Adipose Tissue and Different Measures of Adiposity in Different Severities of Diffuse Idiopathic Skeletal Hyperostosis.J Pers Med2021
33218704Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI.Comput Methods Programs Biomed2021
33236962The Potential of Artificial Intelligence to Analyze Chest Radiographs for Signs of COVID-19 Pneumonia.Radiology2021
32997182Lung cancer screening by nodule volume in Lung-RADS v1.1: negative baseline CT yields potential for increased screening interval.Eur Radiol2021
31484111Stacked Bidirectional Convolutional LSTMs for Deriving 3D Non-Contrast CT From Spatiotemporal 4D CT.IEEE Trans Med Imaging2020
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Collaborators

Geert Litjens
Radboud Institute for Health Sciences, Radboud University Medical Center
Co-authored papers 19
Nico Karssemeijer
Radboud University Medical Center
Co-authored papers 15
Michael D Abr??moff
University of Iowa
Co-authored papers 15
Jeroen A W M van der Laak
Radboud University Medical Center
Co-authored papers 11
Carel B Hoyng
Radboud University Medical Center
Co-authored papers 9
Maschenka Balkenhol
Radboud University Medical Center
Co-authored papers 5
Babak Ehteshami Bejnordi
Radboud University Medical Center
Co-authored papers 5
Peter Bandi
Radboud Institute for Molecular Life Sciences, Radboud University Medical Center
Co-authored papers 4
Meyke Hermsen
Radboud University Medical Center
Co-authored papers 4
Peter Bult
Radboud University Medical Center
Co-authored papers 4
Bennett A Landman
Vanderbilt University
Co-authored papers 4
Bjoern H Menze
Technische Universitat Munchen, University of Zurich
Co-authored papers 3
Hao Chen
The Hong Kong University of Science and Technology
Co-authored papers 3
Nasir Rajpoot
University of Warwick, University Hospitals Coventry, UK The Alan Turing Institute
Co-authored papers 3
Arrate Mu??oz-Barrutia
Universidad Carlos III de Madrid
Co-authored papers 3
Nassir Navab
Technische Universitat Munchen
Co-authored papers 3
Henning M??ller
University of Applied Sciences of Western Switzerland (HES-SO Valais)
Co-authored papers 3
Marcory C R F van Dijk
1Rijnstate Hospital
Co-authored papers 3
Mitko Veta
Eindhoven University of Technology
Co-authored papers 3
Gregory C Sharp
Massachusetts General Hospital
Co-authored papers 3
Alejandro F Frangi
Co-authored papers 3
Korsuk Sirinukunwattana
Institute of Biomedical Engineering (IBME), University of Oxford
Co-authored papers 3
Hrvoje Bogunovic
Medical University of Vienna
Co-authored papers 2
Ming-Sound Tsao
University Health Network, University of Toronto
Co-authored papers 2
Caroline C W Klaver
Erasmus Medical Center
Co-authored papers 2
Quirine F Manson
Alrijne Hospital Leiderdorp
Co-authored papers 2
Andrew H Beck
Beth Israel Deaconess Medical Center, Harvard Medical School
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Aoxiao Zhong
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Release 1.2