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Learning to detect lymphocytes in immunohistochemistry with deep learning.
Swiderska-Chadaj Z, Pinckaers H, van Rijthoven M, Balkenhol M, Melnikova M, Geessink O, Manson Q, Sherman M, Polonia A, Parry J, Abubakar M, Litjens G, van der Laak J, Ciompi F. Swiderska-Chadaj Z, et al. Among authors: ciompi f. Med Image Anal. 2019 Dec;58:101547. doi: 10.1016/j.media.2019.101547. Epub 2019 Aug 21. Med Image Anal. 2019. PMID: 31476576
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. Among authors: ciompi f. 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.
Whole-Slide Mitosis Detection in H&E Breast Histology Using PHH3 as a Reference to Train Distilled Stain-Invariant Convolutional Networks.
Tellez D, Balkenhol M, Otte-Holler I, van de Loo R, Vogels R, Bult P, Wauters C, Vreuls W, Mol S, Karssemeijer N, Litjens G, van der Laak J, Ciompi F. Tellez D, et al. Among authors: ciompi f. IEEE Trans Med Imaging. 2018 Sep;37(9):2126-2136. doi: 10.1109/TMI.2018.2820199. Epub 2018 Sep 2. IEEE Trans Med Imaging. 2018. PMID: 29994086
Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge.
Veta M, Heng YJ, Stathonikos N, Bejnordi BE, Beca F, Wollmann T, Rohr K, Shah MA, Wang D, Rousson M, Hedlund M, Tellez D, Ciompi F, Zerhouni E, Lanyi D, Viana M, Kovalev V, Liauchuk V, Phoulady HA, Qaiser T, Graham S, Rajpoot N, Sjöblom E, Molin J, Paeng K, Hwang S, Park S, Jia Z, Chang EI, Xu Y, Beck AH, van Diest PJ, Pluim JPW. Veta M, et al. Among authors: ciompi f. Med Image Anal. 2019 May;54:111-121. doi: 10.1016/j.media.2019.02.012. Epub 2019 Feb 27. Med Image Anal. 2019. PMID: 30861443
Deep learning assisted mitotic counting for breast cancer.
Balkenhol MCA, Tellez D, Vreuls W, Clahsen PC, Pinckaers H, Ciompi F, Bult P, van der Laak JAWM. Balkenhol MCA, et al. Among authors: ciompi f. Lab Invest. 2019 Nov;99(11):1596-1606. doi: 10.1038/s41374-019-0275-0. Epub 2019 Jun 20. Lab Invest. 2019. PMID: 31222166 Free article.
State-of-the-Art Deep Learning in Cardiovascular Image Analysis.
Litjens G, Ciompi F, Wolterink JM, de Vos BD, Leiner T, Teuwen J, Išgum I. Litjens G, et al. Among authors: ciompi f. JACC Cardiovasc Imaging. 2019 Aug;12(8 Pt 1):1549-1565. doi: 10.1016/j.jcmg.2019.06.009. JACC Cardiovasc Imaging. 2019. PMID: 31395244 Free article. Review.
Neural Image Compression for Gigapixel Histopathology Image Analysis.
Tellez D, Litjens G, van der Laak J, Ciompi F. Tellez D, et al. Among authors: ciompi f. IEEE Trans Pattern Anal Mach Intell. 2021 Feb;43(2):567-578. doi: 10.1109/TPAMI.2019.2936841. Epub 2021 Jan 8. IEEE Trans Pattern Anal Mach Intell. 2021. PMID: 31442971
85 results