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Prediction of Homologous Recombination Deficiency from Routine Histology with Attention-Based Multiple Instance Learning in Nine Different Tumor Types

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

BMC BIOLOGY（2024）

引用 1|浏览24

关键词

Homologous recombination deficiency,Deep learning,DNA repair mechanism,Artificial intelligence,Mpathology,Pan-cancer study

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