Associations between spatial distribution of immune cell subsets and clinical outcomes in patients with advanced melanoma treated with immune checkpoint inhibitors: results from the PUMA challenge

Mark Schuiveling, Hong Liu, Daniel Eek, Martina Hanusová, Isabella A.J. van Duin, Laurens S. ter Maat, Janneke C. van der Weerd, Franchette van den Berkmortel, Christian U. Blank, Gerben E. Breimer, Femke H. Burgers, Marye Boers-Sonderen, Alfons J.M. van den Eertwegh, Jan Willem B. de Groot, John B.A.G. Haanen, Geke A.P. Hospers, Ellen Kapiteijn, Djura Piersma, Lieke Simkens, Hans M. Westgeest, Anne M.R. Schrader, Paul J. van Diest, Jiaqi Lv, Yijie Zhu, Carmen Guadalupe Colin Tenorio, Brinder Singh Chohan, Mark Eastwood, Shan E Ahmed Raza, Nima Torbati, Anastasia Meshcheryakova, Diana Mechtcheriakova, Amirreza Mahbod, Daniel Adams, Adrian Galdran, Josien P.W. Pluim, Willeke A.M. Blokx, Karijn P.M. Suijkerbuijk, Mitko Veta

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DOI: 10.1016/j.media.2026.104334
Published: 2027-01
Container: Medical Image Analysis
Publisher: Elsevier BV
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1016/j.media.2026.104334,
  title = {Associations between spatial distribution of immune cell subsets and clinical outcomes in patients with advanced melanoma treated with immune checkpoint inhibitors: results from the PUMA challenge},
  author = {Mark Schuiveling and Hong Liu and Daniel Eek and Martina Hanusová and Isabella A.J. van Duin and Laurens S. ter Maat and Janneke C. van der Weerd and Franchette van den Berkmortel and Christian U. Blank and Gerben E. Breimer and Femke H. Burgers and Marye Boers-Sonderen and Alfons J.M. van den Eertwegh and Jan Willem B. de Groot and John B.A.G. Haanen and Geke A.P. Hospers and Ellen Kapiteijn and Djura Piersma and Lieke Simkens and Hans M. Westgeest and Anne M.R. Schrader and Paul J. van Diest and Jiaqi Lv and Yijie Zhu and Carmen Guadalupe Colin Tenorio and Brinder Singh Chohan and Mark Eastwood and Shan E Ahmed Raza and Nima Torbati and Anastasia Meshcheryakova and Diana Mechtcheriakova and Amirreza Mahbod and Daniel Adams and Adrian Galdran and Josien P.W. Pluim and Willeke A.M. Blokx and Karijn P.M. Suijkerbuijk and Mitko Veta},
  year = {2027},
  journal = {Medical Image Analysis},
  doi = {10.1016/j.media.2026.104334},
  url = {https://doi.org/10.1016/j.media.2026.104334}
}

RIS

TY  - JOUR
TI  - Associations between spatial distribution of immune cell subsets and clinical outcomes in patients with advanced melanoma treated with immune checkpoint inhibitors: results from the PUMA challenge
AU  - Mark Schuiveling
AU  - Hong Liu
AU  - Daniel Eek
AU  - Martina Hanusová
AU  - Isabella A.J. van Duin
AU  - Laurens S. ter Maat
AU  - Janneke C. van der Weerd
AU  - Franchette van den Berkmortel
AU  - Christian U. Blank
AU  - Gerben E. Breimer
AU  - Femke H. Burgers
AU  - Marye Boers-Sonderen
AU  - Alfons J.M. van den Eertwegh
AU  - Jan Willem B. de Groot
AU  - John B.A.G. Haanen
AU  - Geke A.P. Hospers
AU  - Ellen Kapiteijn
AU  - Djura Piersma
AU  - Lieke Simkens
AU  - Hans M. Westgeest
AU  - Anne M.R. Schrader
AU  - Paul J. van Diest
AU  - Jiaqi Lv
AU  - Yijie Zhu
AU  - Carmen Guadalupe Colin Tenorio
AU  - Brinder Singh Chohan
AU  - Mark Eastwood
AU  - Shan E Ahmed Raza
AU  - Nima Torbati
AU  - Anastasia Meshcheryakova
AU  - Diana Mechtcheriakova
AU  - Amirreza Mahbod
AU  - Daniel Adams
AU  - Adrian Galdran
AU  - Josien P.W. Pluim
AU  - Willeke A.M. Blokx
AU  - Karijn P.M. Suijkerbuijk
AU  - Mitko Veta
PY  - 2027
JO  - Medical Image Analysis
DO  - 10.1016/j.media.2026.104334
UR  - https://doi.org/10.1016/j.media.2026.104334
ER  -

APA

Schuiveling, M., Liu, H., Eek, D., Hanusová, M., Duin, I. A. V., Maat, L. S. T., Weerd, J. C. V. D., Berkmortel, F. V. D., Blank, C. U., Breimer, G. E., Burgers, F. H., Boers-Sonderen, M., Eertwegh, A. J. V. D., Groot, J. W. B. D., Haanen, J. B., Hospers, G. A., Kapiteijn, E., Piersma, D., Simkens, L., Westgeest, H. M., Schrader, A. M., Diest, P. J. V., Lv, J., Zhu, Y., Tenorio, C. G. C., Chohan, B. S., Eastwood, M., Raza, S. E. A., Torbati, N., Meshcheryakova, A., Mechtcheriakova, D., Mahbod, A., Adams, D., Galdran, A., Pluim, J. P., Blokx, W. A., Suijkerbuijk, K. P., & Veta, M. (2027). Associations between spatial distribution of immune cell subsets and clinical outcomes in patients with advanced melanoma treated with immune checkpoint inhibitors: results from the PUMA challenge. Medical Image Analysis. https://doi.org/10.1016/j.media.2026.104334

Source records

crossref · retrieved 2026-09-25T13:51:54.640Z