Publications by authors named "Matthieu Rutten"

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Deep Learning Model for Breast Shear Wave Elastography to Improve Breast Cancer Diagnosis (INSPiRED 006): An International, Multicenter Analysis.
Lie Cai, André Pfob, Richard G Barr, Volker Duda, Zaher Alwafai, Matthieu Rutten

J Clin Oncol· November 2025

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Artificial intelligence for the detection of airway nodules in chest CT scans.
Ward Hendrix, Nils Hendrix, Ernst T Scholten, Bram van Ginneken, Mathias Prokop, Matthieu Rutten

Eur Radiol· September 2025

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AI-based lumbar central canal stenosis classification on sagittal MR images is comparable to experienced radiologists using axial images.
Jasper W van der Graaf, Liron Brundel, Miranda L van Hooff, Marinus de Kleuver, Nikolas Lessmann, Matthieu J C M Rutten

Eur Radiol· April 2025

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Machine-learning based prediction of appendicitis for patients presenting with acute abdominal pain at the emergency department.
Anoeska Schipper, Peter Belgers, Rory O'Connor, Kim Ellis Jie, Robin Dooijes, Matthieu Rutten

World J Emerg Surg· December 2024

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Performance of AI to exclude normal chest radiographs to reduce radiologists' workload.
Steven Schalekamp, Kicky van Leeuwen, Erdi Calli, Keelin Murphy, Matthieu Rutten

Eur Radiol· November 2024

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Artificial intelligence for automated detection and measurements of carpal instability signs on conventional radiographs.
Nils Hendrix, Ward Hendrix, Bas Maresch, Job van Amersfoort, Tineke Oosterveld-Bonsma, Karlijn Rutten, Matthieu Rutten

Eur Radiol· October 2024

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Development and validation of AI-based automatic measurement of coronal Cobb angles in degenerative scoliosis using sagittal lumbar MRI.
Jasper W van der Graaf, Miranda L van Hooff, Bram van Ginneken, Merel Huisman, Matthieu Rutten

Eur Radiol· September 2024

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Machine Learning-Based Prediction of Hemoglobinopathies Using Complete Blood Count Data.
Anoeska Schipper, Matthieu Rutten, Adriaan van Gammeren, Cornelis L Harteveld, Eloísa Urrechaga

Clin Chem· August 2024

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Lumbar spine segmentation in MR images: a dataset and a public benchmark.
Jasper W van der Graaf, Miranda L van Hooff, Constantinus F M Buckens, Matthieu Rutten, Job L C van Susante

Sci Data· March 2024

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Clinical use of artificial intelligence products for radiology in the Netherlands between 2020 and 2022.
Kicky G van Leeuwen, Maarten de Rooij, Steven Schalekamp, Bram van Ginneken, Matthieu J C M Rutten

Eur Radiol· January 2024

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Comparison of Commercial AI Software Performance for Radiograph Lung Nodule Detection and Bone Age Prediction.
Kicky G van Leeuwen, Steven Schalekamp, Matthieu J C M Rutten, Merel Huisman, Cornelia M Schaefer-Prokop

Radiology· January 2024

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Trends in the incidence of pulmonary nodules in chest computed tomography: 10-year results from two Dutch hospitals.
Ward Hendrix, Matthieu Rutten, Nils Hendrix, Bram van Ginneken, Cornelia Schaefer-Prokop

Eur Radiol· November 2023

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Deep learning for the detection of benign and malignant pulmonary nodules in non-screening chest CT scans.
Ward Hendrix, Nils Hendrix, Ernst T Scholten, Mariëlle Mourits, Joline Trap-de Jong, Matthieu Rutten

Commun Med (Lond)· October 2023

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Potential of Lesion-to-Fat Elasticity Ratio Measured by Shear Wave Elastography to Reduce Benign Biopsies in BI-RADS 4 Breast Lesions.
Riku Togawa, André Pfob, Christopher Büsch, Zaher Alwafai, Corinne Balleyguier, Matthieu Rutten

J Ultrasound Med· August 2023

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The Potential of Shear Wave Elastography to Reduce Unnecessary Biopsies in Breast Cancer Diagnosis: An International, Diagnostic, Multicenter Trial.
Michael Golatta, André Pfob, Christopher Büsch, Thomas Bruckner, Zaher Alwafai, Matthieu Rutten

Ultraschall Med· April 2023

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Musculoskeletal radiologist-level performance by using deep learning for detection of scaphoid fractures on conventional multi-view radiographs of hand and wrist.
Nils Hendrix, Ward Hendrix, Kees van Dijke, Bas Maresch, Mario Maas, Matthieu Rutten

Eur Radiol· March 2023

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Intelligent multi-modal shear wave elastography to reduce unnecessary biopsies in breast cancer diagnosis (INSPiRED 002): a retrospective, international, multicentre analysis.
André Pfob, Chris Sidey-Gibbons, Richard G Barr, Volker Duda, Zaher Alwafai, Matthieu Rutten

Eur J Cancer· December 2022

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How does artificial intelligence in radiology improve efficiency and health outcomes?
Kicky G van Leeuwen, Maarten de Rooij, Steven Schalekamp, Bram van Ginneken, Matthieu J C M Rutten

Pediatr Radiol· October 2022

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Complications of percutaneous transhepatic cholangiography and biliary drainage, a multicenter observational study.
Ayla S Turan, Sjoerd Jenniskens, Jasper M Martens, Matthieu J C M Rutten, Lonneke S F Yo

Abdom Radiol (NY)· September 2022

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Tourniquet Does Not Affect Long-term Outcomes in Minor Hand Surgery: A Randomized Controlled Trial.
Saskia F de Roo, Joris S Teunissen, Matthieu J C M Rutten, Brigitte E P A van der Heijden

Plast Reconstr Surg Glob Open· August 2022

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The importance of multi-modal imaging and clinical information for humans and AI-based algorithms to classify breast masses (INSPiRED 003): an international, multicenter analysis.
André Pfob, Chris Sidey-Gibbons, Richard G Barr, Volker Duda, Zaher Alwafai, Matthieu Rutten

Eur Radiol· June 2022

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The potential of combined shear wave and strain elastography to reduce unnecessary biopsies in breast cancer diagnostics - An international, multicentre trial.
Michael Golatta, André Pfob, Christopher Büsch, Thomas Bruckner, Zaher Alwafai, Matthieu Rutten

Eur J Cancer· January 2022

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Cost-effectiveness of artificial intelligence aided vessel occlusion detection in acute stroke: an early health technology assessment.
Kicky G van Leeuwen, Frederick J A Meijer, Steven Schalekamp, Matthieu J C M Rutten, Ewoud J van Dijk

Insights Imaging· September 2021

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Deep learning with robustness to missing data: A novel approach to the detection of COVID-19.
Erdi Çallı, Keelin Murphy, Steef Kurstjens, Tijs Samson, Robert Herpers, Matthieu Rutten

PLoS One· August 2021

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Development and Validation of a Convolutional Neural Network for Automated Detection of Scaphoid Fractures on Conventional Radiographs.
Nils Hendrix, Ernst Scholten, Bastiaan Vernhout, Stefan Bruijnen, Bas Maresch, Matthieu Rutten

Radiol Artif Intell· July 2021

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