Self-supervised attention-based deep learning for pan-cancer mutation prediction from histopathology by Oliver Lester Saldanha, Chiara M. L. Loeffler, Jan Moritz Niehues, Marko van Treeck, Tobias P. Seraphin, Katherine Jane Hewitt, Didem Cifci, Gregory Patrick Veldhuizen, Siddhi Ramesh, Alexander T. Pearson, Jakob Nikolas Kather

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Prediction models for hormone receptor status in female breast cancer do not extend to males: further evidence of sex-based disparity in breast cancer by Subarnarekha Chatterji, Jan Moritz Niehues, Marko van Treeck, Chiara Maria Lavinia Loeffler, Oliver Lester Saldanha, Gregory Patrick Veldhuizen, Didem Cifci, Zunamys Itzell Carrero, Rasha Abu-Eid, Valerie Speirs, Jakob Nikolas Kather

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Density and entropy of immune cells within the tumor microenvironment of primary tumors and matched brain metastases by Markus Kleinberger, Didem Çifçi, Christina Paiato, Erwin Tomasich, Maximilian J Mair, Ariane Steindl, Zoltán Spiró, Zunamys I. Carrero, Luzia Berchtold, Johannes Hainfellner, Leonhard Müllauer, Gerwin Heller, Matthias Preusser, Jakob Niklas Kather, Anna Sophie Berghoff

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Prediction of homologous recombination deficiency from routine histology with attention-based multiple instance learning in nine different tumor types by Chiara Maria Lavinia Loeffler, Omar S. M. El Nahhas, Hannah Sophie Muti, Zunamys I. Carrero, Tobias Seibel, Marko van Treeck, Didem Cifci, Marco Gustav, Kevin Bretz, Nadine T. Gaisa, Kjong-Van Lehmann, Alexandra Leary, Pier Selenica, Jorge S. Reis-Filho, Nadina Ortiz-Bruechle, Jakob Nikolas Kather

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