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1399 H&E-stained sentinel lymph node sections of breast cancer patients: the CAMELYON dataset.
Litjens G, Bandi P, Ehteshami Bejnordi B, Geessink O, Balkenhol M, Bult P, Halilovic A, Hermsen M, van de Loo R, Vogels R, Manson QF, Stathonikos N, Baidoshvili A, van Diest P, Wauters C, van Dijk M, van der Laak J. Litjens G, et al. Gigascience. 2018 Jun 1;7(6):giy065. doi: 10.1093/gigascience/giy065. Gigascience. 2018. PMID: 29860392 Free PMC article.
Stain Specific Standardization of Whole-Slide Histopathological Images.
Bejnordi BE, Litjens G, Timofeeva N, Otte-Höller I, Homeyer A, Karssemeijer N, van der Laak JA. Bejnordi BE, et al. Among authors: litjens g. IEEE Trans Med Imaging. 2016 Feb;35(2):404-15. doi: 10.1109/TMI.2015.2476509. Epub 2015 Sep 4. IEEE Trans Med Imaging. 2016. PMID: 26353368
Evaluation of tongue squamous cell carcinoma resection margins using ex-vivo MR.
Steens SCA, Bekers EM, Weijs WLJ, Litjens GJS, Veltien A, Maat A, van den Broek GB, van der Laak JAWM, Fütterer JJ, van der Kaa CAH, Merkx MAW, Takes RP. Steens SCA, et al. Int J Comput Assist Radiol Surg. 2017 May;12(5):821-828. doi: 10.1007/s11548-017-1524-6. Epub 2017 Jan 27. Int J Comput Assist Radiol Surg. 2017. PMID: 28130702 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.
Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer.
Ehteshami Bejnordi B, Veta M, Johannes van Diest P, van Ginneken B, Karssemeijer N, Litjens G, van der Laak JAWM; the CAMELYON16 Consortium; Hermsen M, Manson QF, Balkenhol M, Geessink O, Stathonikos N, van Dijk MC, Bult P, Beca F, Beck AH, Wang D, Khosla A, Gargeya R, Irshad H, Zhong A, Dou Q, Li Q, Chen H, Lin HJ, Heng PA, Haß C, Bruni E, Wong Q, Halici U, Öner MÜ, Cetin-Atalay R, Berseth M, Khvatkov V, Vylegzhanin A, Kraus O, Shaban M, Rajpoot N, Awan R, Sirinukunwattana K, Qaiser T, Tsang YW, Tellez D, Annuscheit J, Hufnagl P, Valkonen M, Kartasalo K, Latonen L, Ruusuvuori P, Liimatainen K, Albarqouni S, Mungal B, George A, Demirci S, Navab N, Watanabe S, Seno S, Takenaka Y, Matsuda H, Ahmady Phoulady H, Kovalev V, Kalinovsky A, Liauchuk V, Bueno G, Fernandez-Carrobles MM, Serrano I, Deniz O, Racoceanu D, Venâncio R. Ehteshami Bejnordi B, et al. Among authors: litjens g. JAMA. 2017 Dec 12;318(22):2199-2210. doi: 10.1001/jama.2017.14585. JAMA. 2017. PMID: 29234806 Free PMC article.
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: litjens g. 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
96 results