Rutten, Matthieu

Artificial intelligence in radiology: 100 commercially available products and their scientific evidence

van Leeuwen, K. G., Schalekamp, S., Rutten, M. J. C. M., van Ginneken, B., & de Rooij, M. (2021) · European Radiology

Artificial Intelligence in Healthcare and EducationRadiomics and Machine Learning in Medical Imaging

Cited by 461

How does artificial intelligence in radiology improve efficiency and health outcomes?

van Leeuwen, K. G., de Rooij, M., Schalekamp, S., van Ginneken, B., & Rutten, M. J. C. M. (2022) · Pediatric Radiology

Artificial Intelligence in Healthcare and EducationRadiology practices and education

Cited by 236

Cost-effectiveness of artificial intelligence aided vessel occlusion detection in acute stroke: an early health technology assessment

van Leeuwen, K. G., Meijer, F. J. A., Schalekamp, S., Rutten, M. J. C. M., van Dijk, E. J., van Ginneken, B., Govers, T. M., & de Rooij, M. (2021) · Insights into Imaging

Health Systems, Economic Evaluations, Quality of LifeAcute Ischemic Stroke Management

Cited by 70

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

Schipper, A., Rutten, M., van Gammeren, A., Harteveld, C. L., Urrechaga, E., Weerkamp, F., den Besten, G., Krabbe, J., Slomp, J., Schoonen, L., et al. (2024) · Clinical Chemistry

Hemoglobinopathies and Related DisordersArtificial Intelligence in Healthcare

Cited by 33

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

Pfob, A., Sidey-Gibbons, C., Barr, R. G., Duda, V., Alwafai, Z., Balleyguier, C., Clevert, D.-A., Fastner, S., Gomez, C., Goncalo, M., et al. (2022) · European Radiology

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

Cited by 29

Performance of AI to exclude normal chest radiographs to reduce radiologists' Workload

Schalekamp, S., van Leeuwen, K., Calli, E., Murphy, K., Rutten, M., Geurts, B., Peters-Bax, L., van Ginneken, B., & Prokop, M. (2024) · European Radiology

Artificial Intelligence in Healthcare and EducationCOVID-19 diagnosis using AI

Cited by 28

Intelligent multi-modal shear wave elastography to reduce unnecessary biopsies in breast cancer diagnosis (INSPiRED 002): A retrospective, international, multicentre analysis

Pfob, A., Sidey-Gibbons, C., Barr, R. G., Duda, V., Alwafai, Z., Balleyguier, C., Clevert, D.-A., Fastner, S., Gomez, C., Goncalo, M., et al. (2022) · European Journal of Cancer

Ultrasound Imaging and ElastographyAI in cancer detection

Cited by 27

Deep learning with robustness to missing data: A novel approach to the detection of COVID-19

Çallı, E., Murphy, K., Kurstjens, S., Samson, T., Herpers, R., Smits, H., Rutten, M., & van Ginneken, B. (2021) · PLOS ONE

COVID-19 diagnosis using AIArtificial Intelligence in Healthcare

Cited by 6