Normative modelling of brain morphometry across the lifespan with CentileBrain: algorithm benchmarking and model optimisation

Ruiyang Ge, Yuetong Yu, Yi Xuan Qi, Yu-nan Fan, Shiyu Chen, Chuntong Gao, Shalaila S Haas, Faye New, Dorret I Boomsma, Henry Brodaty, Rachel M Brouwer, Randy Buckner, Xavier Caseras, Fabrice Crivello, Eveline A Crone, Susanne Erk, Simon E Fisher, Barbara Franke, David C Glahn, Udo Dannlowski, Dominik Grotegerd, Oliver Gruber, Hilleke E Hulshoff Pol, Gunter Schumann, Christian K Tamnes, Henrik Walter, Lara M Wierenga, Neda Jahanshad, Paul M Thompson, Sophia Frangou, Ingrid Agartz, Philip Asherson, Rosa Ayesa-Arriola, Nerisa Banaj, Tobias Banaschewski, Sarah Baumeister, Alessandro Bertolino, Stefan Borgwardt, Josiane Bourque, Daniel Brandeis, Alan Breier, Jan K Buitelaar, Dara M Cannon, Simon Cervenka, Patricia J Conrod, Benedicto Crespo-Facorro, Christopher G Davey, Lieuwe de Haan, Greig I de Zubicaray, Annabella Di Giorgio, Thomas Frodl, Patricia Gruner, Raquel E Gur, Ruben C Gur, Ben J Harrison, Sean N Hatton, Ian Hickie, Fleur M Howells, Chaim Huyser, Terry L Jernigan, Jiyang Jiang, John A Joska, René S Kahn, Andrew J Kalnin, Nicole A Kochan, Sanne Koops, Jonna Kuntsi, Jim Lagopoulos, Luisa Lazaro, Irina S Lebedeva, Christine Lochner, Nicholas G Martin, Bernard Mazoyer, Brenna C McDonald, Colm McDonald, Katie L McMahon, Sarah Medland, Amirhossein Modabbernia, Benson Mwangi, Tomohiro Nakao, Lars Nyberg, Fabrizio Piras, Maria J Portella, Jiang Qiu, Joshua L Roffman, Perminder S Sachdev, Nicole Sanford, Theodore D Satterthwaite, Andrew J Saykin, Carl M Sellgren, Kang Sim, Jordan W Smoller, Jair C Soares, Iris E Sommer, Gianfranco Spalletta, Dan J Stein, Sophia I Thomopoulos, Alexander S Tomyshev, Diana Tordesillas-Gutiérrez, Julian N Trollor, Dennis van 't Ent, Odile A van den Heuvel, Theo GM van Erp, Neeltje EM van Haren, Daniela Vecchio, Dick J Veltman, Yang Wang, Bernd Weber, Dongtao Wei, Wei Wen, Lars T Westlye, Steven CR Williams, Margaret J Wright, Mon-Ju Wu, Kevin Yu

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DOI
10.1016/s2589-7500(23)00250-9
Published
2024-03
Container
The Lancet Digital Health
Publisher
Elsevier BV
Open access
unknown

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BibTeX

@article{allodium:10.1016/s2589-7500-23-00250-9,
  title = {Normative modelling of brain morphometry across the lifespan with CentileBrain: algorithm benchmarking and model optimisation},
  author = {Ruiyang Ge and Yuetong Yu and Yi Xuan Qi and Yu-nan Fan and Shiyu Chen and Chuntong Gao and Shalaila S Haas and Faye New and Dorret I Boomsma and Henry Brodaty and Rachel M Brouwer and Randy Buckner and Xavier Caseras and Fabrice Crivello and Eveline A Crone and Susanne Erk and Simon E Fisher and Barbara Franke and David C Glahn and Udo Dannlowski and Dominik Grotegerd and Oliver Gruber and Hilleke E Hulshoff Pol and Gunter Schumann and Christian K Tamnes and Henrik Walter and Lara M Wierenga and Neda Jahanshad and Paul M Thompson and Sophia Frangou and Ingrid Agartz and Philip Asherson and Rosa Ayesa-Arriola and Nerisa Banaj and Tobias Banaschewski and Sarah Baumeister and Alessandro Bertolino and Stefan Borgwardt and Josiane Bourque and Daniel Brandeis and Alan Breier and Jan K Buitelaar and Dara M Cannon and Simon Cervenka and Patricia J Conrod and Benedicto Crespo-Facorro and Christopher G Davey and Lieuwe de Haan and Greig I de Zubicaray and Annabella Di Giorgio and Thomas Frodl and Patricia Gruner and Raquel E Gur and Ruben C Gur and Ben J Harrison and Sean N Hatton and Ian Hickie and Fleur M Howells and Chaim Huyser and Terry L Jernigan and Jiyang Jiang and John A Joska and René S Kahn and Andrew J Kalnin and Nicole A Kochan and Sanne Koops and Jonna Kuntsi and Jim Lagopoulos and Luisa Lazaro and Irina S Lebedeva and Christine Lochner and Nicholas G Martin and Bernard Mazoyer and Brenna C McDonald and Colm McDonald and Katie L McMahon and Sarah Medland and Amirhossein Modabbernia and Benson Mwangi and Tomohiro Nakao and Lars Nyberg and Fabrizio Piras and Maria J Portella and Jiang Qiu and Joshua L Roffman and Perminder S Sachdev and Nicole Sanford and Theodore D Satterthwaite and Andrew J Saykin and Carl M Sellgren and Kang Sim and Jordan W Smoller and Jair C Soares and Iris E Sommer and Gianfranco Spalletta and Dan J Stein and Sophia I Thomopoulos and Alexander S Tomyshev and Diana Tordesillas-Gutiérrez and Julian N Trollor and Dennis van 't Ent and Odile A van den Heuvel and Theo GM van Erp and Neeltje EM van Haren and Daniela Vecchio and Dick J Veltman and Yang Wang and Bernd Weber and Dongtao Wei and Wei Wen and Lars T Westlye and Steven CR Williams and Margaret J Wright and Mon-Ju Wu and Kevin Yu},
  year = {2024},
  journal = {The Lancet Digital Health},
  doi = {10.1016/s2589-7500(23)00250-9},
  url = {https://doi.org/10.1016/s2589-7500(23)00250-9}
}

RIS

TY  - JOUR
TI  - Normative modelling of brain morphometry across the lifespan with CentileBrain: algorithm benchmarking and model optimisation
AU  - Ruiyang Ge
AU  - Yuetong Yu
AU  - Yi Xuan Qi
AU  - Yu-nan Fan
AU  - Shiyu Chen
AU  - Chuntong Gao
AU  - Shalaila S Haas
AU  - Faye New
AU  - Dorret I Boomsma
AU  - Henry Brodaty
AU  - Rachel M Brouwer
AU  - Randy Buckner
AU  - Xavier Caseras
AU  - Fabrice Crivello
AU  - Eveline A Crone
AU  - Susanne Erk
AU  - Simon E Fisher
AU  - Barbara Franke
AU  - David C Glahn
AU  - Udo Dannlowski
AU  - Dominik Grotegerd
AU  - Oliver Gruber
AU  - Hilleke E Hulshoff Pol
AU  - Gunter Schumann
AU  - Christian K Tamnes
AU  - Henrik Walter
AU  - Lara M Wierenga
AU  - Neda Jahanshad
AU  - Paul M Thompson
AU  - Sophia Frangou
AU  - Ingrid Agartz
AU  - Philip Asherson
AU  - Rosa Ayesa-Arriola
AU  - Nerisa Banaj
AU  - Tobias Banaschewski
AU  - Sarah Baumeister
AU  - Alessandro Bertolino
AU  - Stefan Borgwardt
AU  - Josiane Bourque
AU  - Daniel Brandeis
AU  - Alan Breier
AU  - Jan K Buitelaar
AU  - Dara M Cannon
AU  - Simon Cervenka
AU  - Patricia J Conrod
AU  - Benedicto Crespo-Facorro
AU  - Christopher G Davey
AU  - Lieuwe de Haan
AU  - Greig I de Zubicaray
AU  - Annabella Di Giorgio
AU  - Thomas Frodl
AU  - Patricia Gruner
AU  - Raquel E Gur
AU  - Ruben C Gur
AU  - Ben J Harrison
AU  - Sean N Hatton
AU  - Ian Hickie
AU  - Fleur M Howells
AU  - Chaim Huyser
AU  - Terry L Jernigan
AU  - Jiyang Jiang
AU  - John A Joska
AU  - René S Kahn
AU  - Andrew J Kalnin
AU  - Nicole A Kochan
AU  - Sanne Koops
AU  - Jonna Kuntsi
AU  - Jim Lagopoulos
AU  - Luisa Lazaro
AU  - Irina S Lebedeva
AU  - Christine Lochner
AU  - Nicholas G Martin
AU  - Bernard Mazoyer
AU  - Brenna C McDonald
AU  - Colm McDonald
AU  - Katie L McMahon
AU  - Sarah Medland
AU  - Amirhossein Modabbernia
AU  - Benson Mwangi
AU  - Tomohiro Nakao
AU  - Lars Nyberg
AU  - Fabrizio Piras
AU  - Maria J Portella
AU  - Jiang Qiu
AU  - Joshua L Roffman
AU  - Perminder S Sachdev
AU  - Nicole Sanford
AU  - Theodore D Satterthwaite
AU  - Andrew J Saykin
AU  - Carl M Sellgren
AU  - Kang Sim
AU  - Jordan W Smoller
AU  - Jair C Soares
AU  - Iris E Sommer
AU  - Gianfranco Spalletta
AU  - Dan J Stein
AU  - Sophia I Thomopoulos
AU  - Alexander S Tomyshev
AU  - Diana Tordesillas-Gutiérrez
AU  - Julian N Trollor
AU  - Dennis van 't Ent
AU  - Odile A van den Heuvel
AU  - Theo GM van Erp
AU  - Neeltje EM van Haren
AU  - Daniela Vecchio
AU  - Dick J Veltman
AU  - Yang Wang
AU  - Bernd Weber
AU  - Dongtao Wei
AU  - Wei Wen
AU  - Lars T Westlye
AU  - Steven CR Williams
AU  - Margaret J Wright
AU  - Mon-Ju Wu
AU  - Kevin Yu
PY  - 2024
JO  - The Lancet Digital Health
DO  - 10.1016/s2589-7500(23)00250-9
UR  - https://doi.org/10.1016/s2589-7500(23)00250-9
ER  - 

APA

Ge, R., Yu, Y., Qi, Y. X., Fan, Y., Chen, S., Gao, C., Haas, S. S., New, F., Boomsma, D. I., Brodaty, H., Brouwer, R. M., Buckner, R., Caseras, X., Crivello, F., Crone, E. A., Erk, S., Fisher, S. E., Franke, B., Glahn, D. C., Dannlowski, U., Grotegerd, D., Gruber, O., Pol, H. E. H., Schumann, G., Tamnes, C. K., Walter, H., Wierenga, L. M., Jahanshad, N., Thompson, P. M., Frangou, S., Agartz, I., Asherson, P., Ayesa-Arriola, R., Banaj, N., Banaschewski, T., Baumeister, S., Bertolino, A., Borgwardt, S., Bourque, J., Brandeis, D., Breier, A., Buitelaar, J. K., Cannon, D. M., Cervenka, S., Conrod, P. J., Crespo-Facorro, B., Davey, C. G., Haan, L. D., Zubicaray, G. I. D., Giorgio, A. D., Frodl, T., Gruner, P., Gur, R. E., Gur, R. C., Harrison, B. J., Hatton, S. N., Hickie, I., Howells, F. M., Huyser, C., Jernigan, T. L., Jiang, J., Joska, J. A., Kahn, R. S., Kalnin, A. J., Kochan, N. A., Koops, S., Kuntsi, J., Lagopoulos, J., Lazaro, L., Lebedeva, I. S., Lochner, C., Martin, N. G., Mazoyer, B., McDonald, B. C., McDonald, C., McMahon, K. L., Medland, S., Modabbernia, A., Mwangi, B., Nakao, T., Nyberg, L., Piras, F., Portella, M. J., Qiu, J., Roffman, J. L., Sachdev, P. S., Sanford, N., Satterthwaite, T. D., Saykin, A. J., Sellgren, C. M., Sim, K., Smoller, J. W., Soares, J. C., Sommer, I. E., Spalletta, G., Stein, D. J., Thomopoulos, S. I., Tomyshev, A. S., Tordesillas-Gutiérrez, D., Trollor, J. N., Ent, D. V. '., Heuvel, O. A. V. D., Erp, T. G. V., Haren, N. E. V., Vecchio, D., Veltman, D. J., Wang, Y., Weber, B., Wei, D., Wen, W., Westlye, L. T., Williams, S. C., Wright, M. J., Wu, M., & Yu, K. (2024). Normative modelling of brain morphometry across the lifespan with CentileBrain: algorithm benchmarking and model optimisation. The Lancet Digital Health. https://doi.org/10.1016/s2589-7500(23)00250-9

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