An international study presenting a federated learning AI platform for pediatric brain tumors

Edward H. Lee; Michelle Han; Jason Wright; Michael Kuwabara; Jacob Mevorach; Gang Fu; Olivia Choudhury; Ujjwal Ratan; Michael Zhang; Matthias W. Wagner; Robert Goetti; Sebastian Toescu; Sebastien Perreault; Hakan Dogan; Emre Altinmakas; Maryam Mohammadzadeh; Kathryn A. Szymanski; Cynthia J. Campen; Hollie Lai; Azam Eghbal; Alireza Radmanesh; Kshitij Mankad; Kristian Aquilina; Mourad Said; Arastoo Vossough; Ozgur Oztekin; Birgit Ertl-Wagner; Tina Poussaint; Eric M. Thompson; Chang Y. Ho; Alok Jaju; John Curran; Vijay Ramaswamy; Samuel H. Cheshier; Gerald A. Grant; S. Simon Wong; Michael E. Moseley; Robert M. Lober; Mattias Wilms; Nils D. Forkert; Nicholas A. Vitanza; Jeffrey H. Miller; Laura M. Prolo; Kristen W. Yeom

doi:10.1038/s41467-024-51172-5

An international study presenting a federated learning AI platform for pediatric brain tumors

Edward H. Lee, Michelle Han, Jason Wright, Michael Kuwabara, Jacob Mevorach, Gang Fu, Olivia Choudhury, Ujjwal Ratan, Michael Zhang, Matthias W. Wagner, Robert Goetti, Sebastian Toescu, Sebastien Perreault, Hakan Dogan, Emre Altinmakas, Maryam Mohammadzadeh, Kathryn A. Szymanski, Cynthia J. Campen, Hollie Lai, Azam EghbalAlireza Radmanesh, Kshitij Mankad, Kristian Aquilina, Mourad Said, Arastoo Vossough, Ozgur Oztekin, Birgit Ertl-Wagner, Tina Poussaint, Eric M. Thompson, Chang Y. Ho, Alok Jaju, John Curran, Vijay Ramaswamy, Samuel H. Cheshier, Gerald A. Grant, S. Simon Wong, Michael E. Moseley, Robert M. Lober, Mattias Wilms, Nils D. Forkert, Nicholas A. Vitanza, Jeffrey H. Miller, Laura M. Prolo, Kristen W. Yeom

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	7615
Journal	Nature Communications
Volume	15
Issue number	1
DOIs	https://doi.org/10.1038/s41467-024-51172-5
State	Published - Dec 2024
Externally published	Yes

ASJC Scopus Subject Areas

General Chemistry
General Biochemistry,Genetics and Molecular Biology
General Physics and Astronomy

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10.1038/s41467-024-51172-5

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Lee, E. H., Han, M., Wright, J., Kuwabara, M., Mevorach, J., Fu, G., Choudhury, O., Ratan, U., Zhang, M., Wagner, M. W., Goetti, R., Toescu, S., Perreault, S., Dogan, H., Altinmakas, E., Mohammadzadeh, M., Szymanski, K. A., Campen, C. J., Lai, H., ... Yeom, K. W. (2024). An international study presenting a federated learning AI platform for pediatric brain tumors. Nature Communications, 15(1), Article 7615. https://doi.org/10.1038/s41467-024-51172-5

Lee, EH, Han, M, Wright, J, Kuwabara, M, Mevorach, J, Fu, G, Choudhury, O, Ratan, U, Zhang, M, Wagner, MW, Goetti, R, Toescu, S, Perreault, S, Dogan, H, Altinmakas, E, Mohammadzadeh, M, Szymanski, KA, Campen, CJ, Lai, H, Eghbal, A, Radmanesh, A, Mankad, K, Aquilina, K, Said, M, Vossough, A, Oztekin, O, Ertl-Wagner, B, Poussaint, T, Thompson, EM, Ho, CY, Jaju, A, Curran, J, Ramaswamy, V, Cheshier, SH, Grant, GA, Wong, SS, Moseley, ME, Lober, RM, Wilms, M, Forkert, ND, Vitanza, NA, Miller, JH, Prolo, LM & Yeom, KW 2024, 'An international study presenting a federated learning AI platform for pediatric brain tumors', Nature Communications, vol. 15, no. 1, 7615. https://doi.org/10.1038/s41467-024-51172-5

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author = "Lee, {Edward H.} and Michelle Han and Jason Wright and Michael Kuwabara and Jacob Mevorach and Gang Fu and Olivia Choudhury and Ujjwal Ratan and Michael Zhang and Wagner, {Matthias W.} and Robert Goetti and Sebastian Toescu and Sebastien Perreault and Hakan Dogan and Emre Altinmakas and Maryam Mohammadzadeh and Szymanski, {Kathryn A.} and Campen, {Cynthia J.} and Hollie Lai and Azam Eghbal and Alireza Radmanesh and Kshitij Mankad and Kristian Aquilina and Mourad Said and Arastoo Vossough and Ozgur Oztekin and Birgit Ertl-Wagner and Tina Poussaint and Thompson, {Eric M.} and Ho, {Chang Y.} and Alok Jaju and John Curran and Vijay Ramaswamy and Cheshier, {Samuel H.} and Grant, {Gerald A.} and Wong, {S. Simon} and Moseley, {Michael E.} and Lober, {Robert M.} and Mattias Wilms and Forkert, {Nils D.} and Vitanza, {Nicholas A.} and Miller, {Jeffrey H.} and Prolo, {Laura M.} and Yeom, {Kristen W.}",

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AU - Choudhury, Olivia

AU - Ratan, Ujjwal

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AU - Vossough, Arastoo

AU - Oztekin, Ozgur

AU - Ertl-Wagner, Birgit

AU - Poussaint, Tina

AU - Thompson, Eric M.

AU - Ho, Chang Y.

AU - Jaju, Alok

AU - Curran, John

AU - Ramaswamy, Vijay

AU - Cheshier, Samuel H.

AU - Grant, Gerald A.

AU - Wong, S. Simon

AU - Moseley, Michael E.

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AU - Wilms, Mattias

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AU - Miller, Jeffrey H.

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AU - Yeom, Kristen W.

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An international study presenting a federated learning AI platform for pediatric brain tumors

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