Hetairos is a histology-based artificial intelligence model for predicting central nervous system tumor methylation subtypes

Darui Jin, Artem Shmatko, Areeba Patel, Samuel Rutz, Lukas Friedrich, Rouzbeh Banan, Ramin Rahmanzade, Philipp Sievers, Stefan Hamelmann, Daniel Schrimpf, Kirsten Göbel, Henri Bogumil, Sybren L. N. Maas, Martin Sill, Felix E. Hinz, Abigail K. Suwala, Felix Keller, Antje Habel, Gleb Rukhovich, Ferdinand Zettl, Obada T. Alhalabi, Sebastian Ille, Jannik Sehring, Daniel Amsel, Benedikt Wiestler, Pedro Piovesan Lago, Bogdana Suchorska, Olfat Ahmad, Dominik Sturm, David Reuss, Pieter Wesseling, Adelheid Wöhrer, Frank L. Heppner, Ingmar Blümcke, Claire Delbridge, Martin Jakobs, Christel Herold-Mende, Sandro M. Krieg, Wolfgang Wick, David T. W. Jones, Stefan M. Pfister, Maysa Al-Hussaini, Yanghao Hou, Felipe D’Almeida Costa, Leonille Schweizer, Luca Bertero, Till Acker, Arnault Tauziede-Espariat, Pascale Varlet, Doron Merkler, Kristof Egervari, Hildegard Dohmen, Pablo Zoroquiain, Roger Gejman, Sebastian Brandner, Xiangzhi Bai, Andreas von Deimling, Felix Sahm, Moritz Gerstung

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DOI: 10.1038/s43018-026-01186-3
Published: 2026-06-10
Container: Nature Cancer
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1038/s43018-026-01186-3,
  title = {Hetairos is a histology-based artificial intelligence model for predicting central nervous system tumor methylation subtypes},
  author = {Darui Jin and Artem Shmatko and Areeba Patel and Samuel Rutz and Lukas Friedrich and Rouzbeh Banan and Ramin Rahmanzade and Philipp Sievers and Stefan Hamelmann and Daniel Schrimpf and Kirsten Göbel and Henri Bogumil and Sybren L. N. Maas and Martin Sill and Felix E. Hinz and Abigail K. Suwala and Felix Keller and Antje Habel and Gleb Rukhovich and Ferdinand Zettl and Obada T. Alhalabi and Sebastian Ille and Jannik Sehring and Daniel Amsel and Benedikt Wiestler and Pedro Piovesan Lago and Bogdana Suchorska and Olfat Ahmad and Dominik Sturm and David Reuss and Pieter Wesseling and Adelheid Wöhrer and Frank L. Heppner and Ingmar Blümcke and Claire Delbridge and Martin Jakobs and Christel Herold-Mende and Sandro M. Krieg and Wolfgang Wick and David T. W. Jones and Stefan M. Pfister and Maysa Al-Hussaini and Yanghao Hou and Felipe D’Almeida Costa and Leonille Schweizer and Luca Bertero and Till Acker and Arnault Tauziede-Espariat and Pascale Varlet and Doron Merkler and Kristof Egervari and Hildegard Dohmen and Pablo Zoroquiain and Roger Gejman and Sebastian Brandner and Xiangzhi Bai and Andreas von Deimling and Felix Sahm and Moritz Gerstung},
  year = {2026},
  journal = {Nature Cancer},
  doi = {10.1038/s43018-026-01186-3},
  url = {https://doi.org/10.1038/s43018-026-01186-3}
}

RIS

TY  - JOUR
TI  - Hetairos is a histology-based artificial intelligence model for predicting central nervous system tumor methylation subtypes
AU  - Darui Jin
AU  - Artem Shmatko
AU  - Areeba Patel
AU  - Samuel Rutz
AU  - Lukas Friedrich
AU  - Rouzbeh Banan
AU  - Ramin Rahmanzade
AU  - Philipp Sievers
AU  - Stefan Hamelmann
AU  - Daniel Schrimpf
AU  - Kirsten Göbel
AU  - Henri Bogumil
AU  - Sybren L. N. Maas
AU  - Martin Sill
AU  - Felix E. Hinz
AU  - Abigail K. Suwala
AU  - Felix Keller
AU  - Antje Habel
AU  - Gleb Rukhovich
AU  - Ferdinand Zettl
AU  - Obada T. Alhalabi
AU  - Sebastian Ille
AU  - Jannik Sehring
AU  - Daniel Amsel
AU  - Benedikt Wiestler
AU  - Pedro Piovesan Lago
AU  - Bogdana Suchorska
AU  - Olfat Ahmad
AU  - Dominik Sturm
AU  - David Reuss
AU  - Pieter Wesseling
AU  - Adelheid Wöhrer
AU  - Frank L. Heppner
AU  - Ingmar Blümcke
AU  - Claire Delbridge
AU  - Martin Jakobs
AU  - Christel Herold-Mende
AU  - Sandro M. Krieg
AU  - Wolfgang Wick
AU  - David T. W. Jones
AU  - Stefan M. Pfister
AU  - Maysa Al-Hussaini
AU  - Yanghao Hou
AU  - Felipe D’Almeida Costa
AU  - Leonille Schweizer
AU  - Luca Bertero
AU  - Till Acker
AU  - Arnault Tauziede-Espariat
AU  - Pascale Varlet
AU  - Doron Merkler
AU  - Kristof Egervari
AU  - Hildegard Dohmen
AU  - Pablo Zoroquiain
AU  - Roger Gejman
AU  - Sebastian Brandner
AU  - Xiangzhi Bai
AU  - Andreas von Deimling
AU  - Felix Sahm
AU  - Moritz Gerstung
PY  - 2026
JO  - Nature Cancer
DO  - 10.1038/s43018-026-01186-3
UR  - https://doi.org/10.1038/s43018-026-01186-3
ER  -

APA

Jin, D., Shmatko, A., Patel, A., Rutz, S., Friedrich, L., Banan, R., Rahmanzade, R., Sievers, P., Hamelmann, S., Schrimpf, D., Göbel, K., Bogumil, H., Maas, S. L. N., Sill, M., Hinz, F. E., Suwala, A. K., Keller, F., Habel, A., Rukhovich, G., Zettl, F., Alhalabi, O. T., Ille, S., Sehring, J., Amsel, D., Wiestler, B., Lago, P. P., Suchorska, B., Ahmad, O., Sturm, D., Reuss, D., Wesseling, P., Wöhrer, A., Heppner, F. L., Blümcke, I., Delbridge, C., Jakobs, M., Herold-Mende, C., Krieg, S. M., Wick, W., Jones, D. T. W., Pfister, S. M., Al-Hussaini, M., Hou, Y., Costa, F. D., Schweizer, L., Bertero, L., Acker, T., Tauziede-Espariat, A., Varlet, P., Merkler, D., Egervari, K., Dohmen, H., Zoroquiain, P., Gejman, R., Brandner, S., Bai, X., Deimling, A. V., Sahm, F., & Gerstung, M. (2026). Hetairos is a histology-based artificial intelligence model for predicting central nervous system tumor methylation subtypes. Nature Cancer. https://doi.org/10.1038/s43018-026-01186-3

Source records

crossref · retrieved 2026-09-25T19:37:51.739Z