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Dataset of prostate MRI annotated for anatomical zones and cancer.
Adams LC, Makowski MR, Engel G, Rattunde M, Busch F, Asbach P, Niehues SM, Vinayahalingam S, van Ginneken B, Litjens G, Bressem KK. Adams LC, et al. Among authors: litjens g. Data Brief. 2022 Nov 9;45:108739. doi: 10.1016/j.dib.2022.108739. eCollection 2022 Dec. Data Brief. 2022. PMID: 36426089 Free PMC article.
Automated quantification of levels of breast terminal duct lobular (TDLU) involution using deep learning.
de Bel T, Litjens G, Ogony J, Stallings-Mann M, Carter JM, Hilton T, Radisky DC, Vierkant RA, Broderick B, Hoskin TL, Winham SJ, Frost MH, Visscher DW, Allers T, Degnim AC, Sherman ME, van der Laak JAWM. de Bel T, et al. Among authors: litjens g. NPJ Breast Cancer. 2022 Jan 19;8(1):13. doi: 10.1038/s41523-021-00378-7. NPJ Breast Cancer. 2022. PMID: 35046392 Free PMC article.
Evaluation of prostate segmentation algorithms for MRI: the PROMISE12 challenge.
Litjens G, Toth R, van de Ven W, Hoeks C, Kerkstra S, van Ginneken B, Vincent G, Guillard G, Birbeck N, Zhang J, Strand R, Malmberg F, Ou Y, Davatzikos C, Kirschner M, Jung F, Yuan J, Qiu W, Gao Q, Edwards PE, Maan B, van der Heijden F, Ghose S, Mitra J, Dowling J, Barratt D, Huisman H, Madabhushi A. Litjens G, et al. Med Image Anal. 2014 Feb;18(2):359-73. doi: 10.1016/j.media.2013.12.002. Epub 2013 Dec 25. Med Image Anal. 2014. PMID: 24418598 Free PMC article.
A survey on deep learning in medical image analysis.
Litjens G, Kooi T, Bejnordi BE, Setio AAA, Ciompi F, Ghafoorian M, van der Laak JAWM, van Ginneken B, Sánchez CI. Litjens G, et al. Med Image Anal. 2017 Dec;42:60-88. doi: 10.1016/j.media.2017.07.005. Epub 2017 Jul 26. Med Image Anal. 2017. PMID: 28778026 Review.
Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images.
Bejnordi BE, Zuidhof G, Balkenhol M, Hermsen M, Bult P, van Ginneken B, Karssemeijer N, Litjens G, van der Laak J. Bejnordi BE, et al. Among authors: litjens g. J Med Imaging (Bellingham). 2017 Oct;4(4):044504. doi: 10.1117/1.JMI.4.4.044504. Epub 2017 Dec 14. J Med Imaging (Bellingham). 2017. PMID: 29285517 Free PMC article.
89 results