Matthieu M. Rutten

's-hertogenbosch, NB, Netherlands

Last Updated: 09/26/2026

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Found 45 publications

Deep Learning Model for Breast Shear Wave Elastography to Improve Breast Cancer Diagnosis (INSPiRED 006): An International, Multicenter Analysis.

Deep Learning Model for Breast Shear Wave Elastography to Improve Breast Cancer Diagnosis (INSPiRED 006): An International, Multicenter Analysis.

Journal: Journal of clinical oncology : official journal of the American Society of Clinical Oncology

Published: August 20, 2025

Large Language Model Automated Extraction of Clinical Signs and Symptoms From Emergency Department Reports for Machine Learning Prediction Models: Development and Validation Study.

Large Language Model Automated Extraction of Clinical Signs and Symptoms From Emergency Department Reports for Machine Learning Prediction Models: Development and Validation Study.

Journal: JMIR medical informatics

Published: July 30, 2025

Machine-learning based prediction of appendicitis for patients presenting with acute abdominal pain at the emergency department.

Machine-learning based prediction of appendicitis for patients presenting with acute abdominal pain at the emergency department.

Journal: World journal of emergency surgery : WJES

Published: October 20, 2024

Artificial intelligence for the detection of airway nodules in chest CT scans.

Artificial intelligence for the detection of airway nodules in chest CT scans.

Journal: European radiology

Published: July 11, 2024

AI-based lumbar central canal stenosis classification on sagittal MR images is comparable to experienced radiologists using axial images.

AI-based lumbar central canal stenosis classification on sagittal MR images is comparable to experienced radiologists using axial images.

Journal: European radiology

Published: May 08, 2024

Performance of AI to exclude normal chest radiographs to reduce radiologists' workload.

Performance of AI to exclude normal chest radiographs to reduce radiologists' workload.

Journal: European radiology

Published: February 23, 2024

Machine Learning-Based Prediction of Hemoglobinopathies Using Complete Blood Count Data.

Machine Learning-Based Prediction of Hemoglobinopathies Using Complete Blood Count Data.

Journal: Clinical chemistry

Published: January 12, 2024

Comparison of Commercial AI Software Performance for Radiograph Lung Nodule Detection and Bone Age Prediction.

Comparison of Commercial AI Software Performance for Radiograph Lung Nodule Detection and Bone Age Prediction.

Journal: Radiology

Published: January 09, 2024

Artificial intelligence for automated detection and measurements of carpal instability signs on conventional radiographs.

Artificial intelligence for automated detection and measurements of carpal instability signs on conventional radiographs.

Journal: European radiology

Published: November 03, 2023

Development and validation of AI-based automatic measurement of coronal Cobb angles in degenerative scoliosis using sagittal lumbar MRI.

Development and validation of AI-based automatic measurement of coronal Cobb angles in degenerative scoliosis using sagittal lumbar MRI.

Journal: European radiology

Published: October 09, 2023

Lumbar spine segmentation in MR images: a dataset and a public benchmark.

Lumbar spine segmentation in MR images: a dataset and a public benchmark.

Journal: Scientific data

Published: June 20, 2023

Deep learning for the detection of benign and malignant pulmonary nodules in non-screening chest CT scans.

Deep learning for the detection of benign and malignant pulmonary nodules in non-screening chest CT scans.

Journal: Communications medicine

Published: May 31, 2023

Showing 1-12 of 45

Last Updated: 09/26/2026