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

Open source

DOI
10.1186/s12915-024-02022-9
Published
2024-10-08
Container
BMC Biology
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1186/s12915-024-02022-9,
  title = {Prediction of homologous recombination deficiency from routine histology with attention-based multiple instance learning in nine different tumor types},
  author = {Chiara Maria Lavinia Loeffler and Omar S. M. El Nahhas and Hannah Sophie Muti and Zunamys I. Carrero and Tobias Seibel and Marko van Treeck and Didem Cifci and Marco Gustav and Kevin Bretz and Nadine T. Gaisa and Kjong-Van Lehmann and Alexandra Leary and Pier Selenica and Jorge S. Reis-Filho and Nadina Ortiz-Bruechle and Jakob Nikolas Kather},
  year = {2024},
  journal = {BMC Biology},
  doi = {10.1186/s12915-024-02022-9},
  url = {https://doi.org/10.1186/s12915-024-02022-9}
}

RIS

TY  - JOUR
TI  - Prediction of homologous recombination deficiency from routine histology with attention-based multiple instance learning in nine different tumor types
AU  - Chiara Maria Lavinia Loeffler
AU  - Omar S. M. El Nahhas
AU  - Hannah Sophie Muti
AU  - Zunamys I. Carrero
AU  - Tobias Seibel
AU  - Marko van Treeck
AU  - Didem Cifci
AU  - Marco Gustav
AU  - Kevin Bretz
AU  - Nadine T. Gaisa
AU  - Kjong-Van Lehmann
AU  - Alexandra Leary
AU  - Pier Selenica
AU  - Jorge S. Reis-Filho
AU  - Nadina Ortiz-Bruechle
AU  - Jakob Nikolas Kather
PY  - 2024
JO  - BMC Biology
DO  - 10.1186/s12915-024-02022-9
UR  - https://doi.org/10.1186/s12915-024-02022-9
ER  - 

APA

Loeffler, C. M. L., Nahhas, O. S. M. E., Muti, H. S., Carrero, Z. I., Seibel, T., Treeck, M. V., Cifci, D., Gustav, M., Bretz, K., Gaisa, N. T., Lehmann, K., Leary, A., Selenica, P., Reis-Filho, J. S., Ortiz-Bruechle, N., & Kather, J. N. (2024). Prediction of homologous recombination deficiency from routine histology with attention-based multiple instance learning in nine different tumor types. BMC Biology. https://doi.org/10.1186/s12915-024-02022-9

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