Deep learning on CT scans to predict checkpoint inhibitor treatment outcomes in advanced melanoma

Laurens S. Ter Maat, Rob A. J. De Mooij, Isabella A. J. Van Duin, Joost J. C. Verhoeff, Sjoerd G. Elias, Tim Leiner, Wouter A. C. van Amsterdam, Max F. Troenokarso, Eran R. A. N. Arntz, Franchette W. P. J. Van den Berkmortel, Marye J. Boers-Sonderen, Martijn F. Boomsma, Fons J. M. Van den Eertwegh, Jan Willem de Groot, Geke A. P. Hospers, Djura Piersma, Art Vreugdenhil, Hans M. Westgeest, Ellen Kapiteijn, Ardine A. De Wit, Willeke A. M. Blokx, Paul J. Van Diest, Pim A. De Jong, Josien P. W. Pluim, Karijn P. M. Suijkerbuijk, Mitko Veta

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DOI: 10.1038/s41598-024-81188-2
Published: 2024-12-30
Container: Scientific Reports
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-024-81188-2,
  title = {Deep learning on CT scans to predict checkpoint inhibitor treatment outcomes in advanced melanoma},
  author = {Laurens S. Ter Maat and Rob A. J. De Mooij and Isabella A. J. Van Duin and Joost J. C. Verhoeff and Sjoerd G. Elias and Tim Leiner and Wouter A. C. van Amsterdam and Max F. Troenokarso and Eran R. A. N. Arntz and Franchette W. P. J. Van den Berkmortel and Marye J. Boers-Sonderen and Martijn F. Boomsma and Fons J. M. Van den Eertwegh and Jan Willem de Groot and Geke A. P. Hospers and Djura Piersma and Art Vreugdenhil and Hans M. Westgeest and Ellen Kapiteijn and Ardine A. De Wit and Willeke A. M. Blokx and Paul J. Van Diest and Pim A. De Jong and Josien P. W. Pluim and Karijn P. M. Suijkerbuijk and Mitko Veta},
  year = {2024},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-024-81188-2},
  url = {https://doi.org/10.1038/s41598-024-81188-2}
}

RIS

TY  - JOUR
TI  - Deep learning on CT scans to predict checkpoint inhibitor treatment outcomes in advanced melanoma
AU  - Laurens S. Ter Maat
AU  - Rob A. J. De Mooij
AU  - Isabella A. J. Van Duin
AU  - Joost J. C. Verhoeff
AU  - Sjoerd G. Elias
AU  - Tim Leiner
AU  - Wouter A. C. van Amsterdam
AU  - Max F. Troenokarso
AU  - Eran R. A. N. Arntz
AU  - Franchette W. P. J. Van den Berkmortel
AU  - Marye J. Boers-Sonderen
AU  - Martijn F. Boomsma
AU  - Fons J. M. Van den Eertwegh
AU  - Jan Willem de Groot
AU  - Geke A. P. Hospers
AU  - Djura Piersma
AU  - Art Vreugdenhil
AU  - Hans M. Westgeest
AU  - Ellen Kapiteijn
AU  - Ardine A. De Wit
AU  - Willeke A. M. Blokx
AU  - Paul J. Van Diest
AU  - Pim A. De Jong
AU  - Josien P. W. Pluim
AU  - Karijn P. M. Suijkerbuijk
AU  - Mitko Veta
PY  - 2024
JO  - Scientific Reports
DO  - 10.1038/s41598-024-81188-2
UR  - https://doi.org/10.1038/s41598-024-81188-2
ER  -

APA

Maat, L. S. T., Mooij, R. A. J. D., Duin, I. A. J. V., Verhoeff, J. J. C., Elias, S. G., Leiner, T., Amsterdam, W. A. C. V., Troenokarso, M. F., Arntz, E. R. A. N., Berkmortel, F. W. P. J. V. D., Boers-Sonderen, M. J., Boomsma, M. F., Eertwegh, F. J. M. V. D., Groot, J. W. D., Hospers, G. A. P., Piersma, D., Vreugdenhil, A., Westgeest, H. M., Kapiteijn, E., Wit, A. A. D., Blokx, W. A. M., Diest, P. J. V., Jong, P. A. D., Pluim, J. P. W., Suijkerbuijk, K. P. M., & Veta, M. (2024). Deep learning on CT scans to predict checkpoint inhibitor treatment outcomes in advanced melanoma. Scientific Reports. https://doi.org/10.1038/s41598-024-81188-2

Source records

crossref · retrieved 2026-09-25T11:29:35.143Z