Mann R - Search Results

1

An explainable longitudinal multi-modal fusion model for predicting neoadjuvant therapy response in women with breast cancer.

Gao Y, Ventura-Diaz S, Wang X, He M, Xu Z, Weir A, Zhou HY, Zhang T, van Duijnhoven FH, Han L, Li X, D'Angelo A, Longo V, Liu Z, Teuwen J, Kok M, Beets-Tan R, Horlings HM, Tan T, Mann R. Gao Y, et al. Among authors: mann r. Nat Commun. 2024 Nov 7;15(1):9613. doi: 10.1038/s41467-024-53450-8. Nat Commun. 2024. PMID: 39511143 Free PMC article.

2

Synthesis-based imaging-differentiation representation learning for multi-sequence 3D/4D MRI.

Han L, Tan T, Zhang T, Huang Y, Wang X, Gao Y, Teuwen J, Mann R. Han L, et al. Among authors: mann r. Med Image Anal. 2024 Feb;92:103044. doi: 10.1016/j.media.2023.103044. Epub 2023 Nov 29. Med Image Anal. 2024. PMID: 38043455

3

Artificial intelligence for breast cancer detection in mammography and digital breast tomosynthesis: State of the art.

Sechopoulos I, Teuwen J, Mann R. Sechopoulos I, et al. Among authors: mann r. Semin Cancer Biol. 2021 Jul;72:214-225. doi: 10.1016/j.semcancer.2020.06.002. Epub 2020 Jun 9. Semin Cancer Biol. 2021. PMID: 32531273 Free article. Review.

4

Pathologic response of ductal carcinoma in situ to neoadjuvant systemic treatment in HER2-positive breast cancer.

Groen EJ, van der Noordaa MEM, Schaapveld M, Sonke GS, Mann RM, van Ramshorst MS, Lips EH, Vrancken Peeters MTFD, van Duijnhoven FH, Wesseling J. Groen EJ, et al. Breast Cancer Res Treat. 2021 Aug;189(1):213-224. doi: 10.1007/s10549-021-06235-2. Epub 2021 May 4. Breast Cancer Res Treat. 2021. PMID: 33945043 Free PMC article.

5

Automatic breast lesion detection in ultrafast DCE-MRI using deep learning.

Ayatollahi F, Shokouhi SB, Mann RM, Teuwen J. Ayatollahi F, et al. Med Phys. 2021 Oct;48(10):5897-5907. doi: 10.1002/mp.15156. Epub 2021 Aug 30. Med Phys. 2021. PMID: 34370886

6

Application of Deep Learning in Breast Cancer Imaging.

Balkenende L, Teuwen J, Mann RM. Balkenende L, et al. Semin Nucl Med. 2022 Sep;52(5):584-596. doi: 10.1053/j.semnuclmed.2022.02.003. Epub 2022 Mar 24. Semin Nucl Med. 2022. PMID: 35339259 Free article. Review.

7

Four-Dimensional Machine Learning Radiomics for the Pretreatment Assessment of Breast Cancer Pathologic Complete Response to Neoadjuvant Chemotherapy in Dynamic Contrast-Enhanced MRI.

Caballo M, Sanderink WBG, Han L, Gao Y, Athanasiou A, Mann RM. Caballo M, et al. J Magn Reson Imaging. 2023 Jan;57(1):97-110. doi: 10.1002/jmri.28273. Epub 2022 May 28. J Magn Reson Imaging. 2023. PMID: 35633290 Free PMC article.

8

Multi-modal artificial intelligence for the combination of automated 3D breast ultrasound and mammograms in a population of women with predominantly dense breasts.

Tan T, Rodriguez-Ruiz A, Zhang T, Xu L, Beets-Tan RGH, Shen Y, Karssemeijer N, Xu J, Mann RM, Bao L. Tan T, et al. Insights Imaging. 2023 Jan 16;14(1):10. doi: 10.1186/s13244-022-01352-y. Insights Imaging. 2023. PMID: 36645507 Free PMC article.

9

RadioLOGIC, a healthcare model for processing electronic health records and decision-making in breast disease.

Zhang T, Tan T, Wang X, Gao Y, Han L, Balkenende L, D'Angelo A, Bao L, Horlings HM, Teuwen J, Beets-Tan RGH, Mann RM. Zhang T, et al. Cell Rep Med. 2023 Aug 15;4(8):101131. doi: 10.1016/j.xcrm.2023.101131. Epub 2023 Jul 24. Cell Rep Med. 2023. PMID: 37490915 Free PMC article.

10

Improving lesion volume measurements on digital mammograms.

Moriakov N, Peters J, Mann R, Karssemeijer N, van Dijck J, Broeders M, Teuwen J. Moriakov N, et al. Among authors: mann r. Med Image Anal. 2024 Oct;97:103269. doi: 10.1016/j.media.2024.103269. Epub 2024 Jul 11. Med Image Anal. 2024. PMID: 39024973 Free article.

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