Publications

Stefan C a Steens, Elise M Bekers, Willem L J Weijs, Geert J S Litjens, Andor Veltien, Arie Maat, Guido B Van Den Broek, Jeroen a W M Van Der Laak, Jürgen J Fütterer, Christina a Hulsbergen Van Der Kaa, Matthias a W Merkx, Robert P Takes (2017). Evaluation of tongue squamous cell carcinoma resection margins using ex-vivo MR.. Int J Comput Assist Radiol Surg.
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Francesco Ciompi, Oscar Geessink, Babak Bejnordi, Gabriel Silva De Souza, Alexi Baidoshvili, Geert Litjens, Bram Van Ginneken, Iris Nagtegaal, Jeroen Van Der Laak (2017). The importance of stain normalization in colorectal tissue classification with convolutional networks. IEEE Int Symp Biomedical Imaging.
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Peter Bandi, Rob Van De Loo, Milad Intezar, Daan Geijs, Francesco Ciompi, Bram Van Ginneken, Jeroen Van Der Laak, Geert Litjens (2017). Comparison of Different Methods for Tissue Segmentation In Histopathological Whole-Slide Images. IEEE Int Symp Biomedical Imaging.
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Mehmet Ufuk Dalmis, Geert Litjens, Katharina Holland, Arnaud Setio, Ritse Mann, Nico Karssemeijer, Albert Gubern-Mérida (2017). Using deep learning to segment breast and fibroglandular tissue in MRI volumes. Med Phys.
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S. Laban, G Giebel, N Klümper, A Schŗ̈k, J Doescher, G Spagnoli, J Thierauf, M Theodoraki, R Remark, S Gnjatic, R Krupar, A Sikora, G Litjens, N Grabe, G Kristiansen, F Bootz, P.J. Schuler, C Brunner, J Br\"ëlmann, T.K. Hoffmann, S. Perner (2017). MAGE expression in head and neck squamous cell carcinoma primary tumors, lymph node metastases and respective recurrences: implications for immunotherapy. Oncotarget.
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Mohsen Ghafoorian, Nico Karssemeijer, Tom Heskes, Inge Van Uden, Clara Sánchez, Geert Litjens, Frank-Erik De Leeuw, Bram Van Ginneken, Elena Marchiori, Bram Platel (2017). Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities. Nat Sci Rep.
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Thijs Kooi, Geert Litjens, Bram Van Ginneken, Albert Gubern-Mérida, Clara I Sánchez, Ritse Mann, Ard Den Heeten, Nico Karssemeijer (2017). Large scale deep learning for computer aided detection of mammographic lesions. Med Image Anal.
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Meyke Hermsen, Thomas De Bel, Milly Van De Warenburg, Jimmy Knuiman, Eric Steenbergen, Geert Litjens, Bart Smeets, Luuk Hilbrands, Jeroen Van Der Laak (2017). Automatic segmentation of histopathological slides from renal allograft biopsies using artificial intelligence. Dutch Federation of Nephrology (NfN) Fall Symposium.
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G. Litjens, T. Kooi, B. Ehteshami Bejnordi, A. A. A. Setio, F. Ciompi, M. Ghafoorian, J.A.W.M. Van Der Laak, B. Van Ginneken, C.I. Sánchez (2017). A Survey on Deep Learning in Medical Image Analysis. Med Image Anal.
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Oscar a Debats, Ansje S Fortuin, Hanneke J M Meijer, Thomas Hambrock, Geert J S Litjens, Jelle O Barentsz, Henkjan J Huisman (2016). Intranodal signal suppression in pelvic MR lymphography of prostate cancer patients: a quantitative comparison of ferumoxtran-10 and ferumoxytol.. PeerJ.
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