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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.
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.
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.
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
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
No pixel-level annotations needed.
van der Laak J, Ciompi F, Litjens G. van der Laak J, et al. Among authors: ciompi f. Nat Biomed Eng. 2019 Nov;3(11):855-856. doi: 10.1038/s41551-019-0472-6. Nat Biomed Eng. 2019. PMID: 31624355 No abstract available.
85 results