Personalized machine learning-guided radiation dose escalation in newly diagnosed glioblastoma: prospective pilot study

Hamed Akbari; Suyash Mohan; Fang Liu; Cecilia Jiang; Anahita Fathi Kazerooni; Melanie Berger; Saima Rathore; Michel Bilello; Chiharu Sako; José García; Steven Brem; Spyridon Bakas; Elizabeth Mamourian; Abigail Pepin; Paul James; Jay Dorsey; Ashish Singh; Drew Parker; Ragini Verma; Quy Cao; Stephen J. Bagley; Arati Desai; Donald M. O’Rourke; Russell T. Shinohara; MacLean P. Nasrallah; Boon-Keng Kevin Teo; Goldie Kurtz; Gaurav Shukla; Michelle Alonso-Basanta; Robert A. Lustig; Christos Davatzikos

doi:10.1038/s41467-026-72545-y

Personalized machine learning-guided radiation dose escalation in newly diagnosed glioblastoma: prospective pilot study

H Hamed Akbari S Suyash Mohan F Fang Liu C Cecilia Jiang A Anahita Fathi Kazerooni M Melanie Berger S Saima Rathore M Michel Bilello C Chiharu Sako J José García S Steven Brem S Spyridon Bakas E Elizabeth Mamourian A Abigail Pepin P Paul James J Jay Dorsey A Ashish Singh D Drew Parker R Ragini Verma Q Quy Cao S Stephen J. Bagley A Arati Desai D Donald M. O’Rourke R Russell T. Shinohara (Center for AI and Data Science for Integrated Diagnostics, Perelman School of Medicine, University of Pennsylvania) M MacLean P. Nasrallah B Boon-Keng Kevin Teo G Goldie Kurtz G Gaurav Shukla M Michelle Alonso-Basanta R Robert A. Lustig C Christos Davatzikos

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Article Details

Journal Nature Communications

Volume / Issue Vol. 17, Issue 1

Published May 13, 2026

DOI 10.1038/s41467-026-72545-y

ISSN 2041-1723

Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (31)

H

Hamed Akbari

S

Suyash Mohan

F

Fang Liu

C

Cecilia Jiang

A

Anahita Fathi Kazerooni

M

Melanie Berger

S

Saima Rathore

M

Michel Bilello

C

Chiharu Sako

J

José García

S

Steven Brem

S

Spyridon Bakas

E

Elizabeth Mamourian

A

Abigail Pepin

P

Paul James

J

Jay Dorsey

A

Ashish Singh

D

Drew Parker

R

Ragini Verma

Q

Quy Cao

S

Stephen J. Bagley

A

Arati Desai

D

Donald M. O’Rourke

R

Russell T. Shinohara

Center for AI and Data Science for Integrated Diagnostics, Perelman School of Medicine, University of Pennsylvania

M

MacLean P. Nasrallah

B

Boon-Keng Kevin Teo

G

Goldie Kurtz

G

Gaurav Shukla

M

Michelle Alonso-Basanta

R

Robert A. Lustig

C

Christos Davatzikos

Personalized machine learning-guided radiation dose escalation in newly diagnosed glioblastoma: prospective pilot study

Article Details

Journal Info

Authors (31)

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