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M. Wielema

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Faculty of Medical Sciences

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m.wielema umcg.nl

ORCID Research Portal

Publications

Automated Breast Density Assessment in MRI Using Deep Learning and Radiomics: Strategies for Reducing Inter-Observer Variability

Jing, X., Wielema, M., Monroy-Gonzalez, A. G., Stams, T. R. G., Mahesh, S. V. K., Oudkerk, M., Sijens, P. E., Dorrius, M. D. & van Ooijen, P. M. A., Jul-2024, In: Journal of Magnetic Resonance Imaging. 60, 1, p. 80-91 12 p.

Research output: Contribution to journal › Article › Academic › peer-review

Image quality of DWI at breast MRI depends on the amount of fibroglandular tissue: implications for unenhanced screening

Wielema, M., Sijens, P. E., Pijnappel, R. M., De Bock, G. H., Zorgdrager, M., Kok, M. G. J., Rainer, E., Varga, R., Clauser, P., Oudkerk, M., Dorrius, M. D. & Baltzer, P. A. T., 2024, In: European Radiology. 34, p. 4730–4737 8 p.

Research output: Contribution to journal › Article › Academic › peer-review

Localization of contrast-enhanced breast lesions in ultrafast screening MRI using deep convolutional neural networks

Jing, X., Dorrius, M. D., Zheng, S., Wielema, M., Oudkerk, M., Sijens, P. E. & van Ooijen, P. M. A., Mar-2024, In: European Radiology. 34, p. 2084–2092 9 p.

Research output: Contribution to journal › Article › Academic › peer-review

Comparison of conventional and higher-resolution reduced-FOV diffusion-weighted imaging of breast tissue

Baron, P., Wielema, M., Dijkstra, H., Potze, J. H., Dorrius, M. D. & Sijens, P. E., Aug-2023, In: Magnetic Resonance Materials in Physics, Biology and Medicine. 36, p. 613–619 7 p.

Research output: Contribution to journal › Article › Academic › peer-review

Breast Tumor Identification in Ultrafast MRI Using Temporal and Spatial Information

Jing, X., Dorrius, M. D., Wielema, M., Sijens, P. E., Oudkerk, M. & van Ooijen, P., 1-Apr-2022, In: Cancers. 14, 8, 11 p., 2042.

Research output: Contribution to journal › Article › Academic › peer-review

Using deep learning to safely exclude lesions with only ultrafast breast MRI to shorten acquisition and reading time

Jing, X., Wielema, M., Cornelissen, L. J., van Gent, M., Iwema, W. M., Zheng, S., Sijens, P. E., Oudkerk, M., Dorrius, M. D. & van Ooijen, P. M. A., Dec-2022, In: European Radiology. 32, p. 8706–8715 10 p.

Research output: Contribution to journal › Article › Academic › peer-review

Diffusion weighted imaging of the breast: Performance of standardized breast tumor tissue selection methods in clinical decision making

Wielema, M., Sijens, P. E., Dijkstra, H., De Bock, G. H., van Bruggen, I. G., Siegersma, J. E., Langius, E., Pijnappel, R. M., Dorrius, M. D. & Oudkerk, M., 25-Jan-2021, In: PLoS ONE. 16, 1, 13 p., 0245930.

Research output: Contribution to journal › Article › Academic › peer-review

Diagnostic performance of breast tumor tissue selection in diffusion weighted imaging: A systematic review and meta-analysis

Wielema, M., Dorrius, M. D., Pijnappel, R. M., De Bock, G. H., Baltzer, P. A. T., Oudkerk, M. & Sijens, P. E., 6-May-2020, In: PLoS ONE. 15, 5, p. e0232856 23 p., 0232856.

Research output: Contribution to journal › Review article › peer-review

Semi-automated quantitative intravoxel incoherent motion analysis and its implementation in breast diffusion-weighted imaging

Dijkstra, H., Dorrius, M. D., Wielema, M., Jaspers, K., Pijnappel, R. M., Oudkerk, M. & Sijens, P. E., May-2016, In: Journal of Magnetic Resonance Imaging. 43, 5, p. 1122-1131 10 p.

Research output: Contribution to journal › Article › Academic › peer-review

All (9) publications

Press/media

Experts give top tips on how to succeed in breast imaging

Wielema, M.

09/09/2021

Press/Media: Research › Popular

All (1) press/media

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