Non-invasive imaging prediction of tumor hypoxia: A novel developed and externally validated CT and FDG-PET-based radiomic signatures

Sebastian Sanduleanu; Arthur Jochems; Taman Upadhaya; Aniek J. G. Even; Ralph T. H. Leijenaar; Frank J. W. M. Dankers; Remy Klaassen; Henry C. Woodruff; Mathieu Hatt; Hans J. A. M. Kaanders; Olga Hamming-Vrieze; Hanneke W. M. van Laarhoven; Rathan M. Subramiam; Shao Hui Huang; Brian O'Sullivan; Scott Bratman; Ludwig J. Dubois; Razvan L. Miclea; Dario Di Perri; Xavier Geets; Mireia Crispin-Ortuzar; Aditya Apte; Joseph O. Deasy; Jung Hun Oh; Nancy Y. Lee; John L. Humm; Heiko Schoder; Dirk De Ruysscher; Frank Hoebers; Philippe Lambin

doi:10.1016/j.radonc.2020.10.016

Non-invasive imaging prediction of tumor hypoxia: A novel developed and externally validated CT and FDG-PET-based radiomic signatures

Sebastian Sanduleanu^*, Arthur Jochems, Taman Upadhaya, Aniek J. G. Even, Ralph T. H. Leijenaar, Frank J. W. M. Dankers, Remy Klaassen, Henry C. Woodruff, Mathieu Hatt, Hans J. A. M. Kaanders, Olga Hamming-Vrieze, Hanneke W. M. van Laarhoven, Rathan M. Subramiam, Shao Hui Huang, Brian O'Sullivan, Scott Bratman, Ludwig J. Dubois, Razvan L. Miclea, Dario Di Perri, Xavier GeetsMireia Crispin-Ortuzar, Aditya Apte, Joseph O. Deasy, Jung Hun Oh, Nancy Y. Lee, John L. Humm, Heiko Schoder, Dirk De Ruysscher, Frank Hoebers, Philippe Lambin

^*Corresponding author for this work

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

Original language	English
Pages (from-to)	97-105
Number of pages	9
Journal	Radiotherapy and Oncology
Volume	153
DOIs	https://doi.org/10.1016/j.radonc.2020.10.016
Publication status	Published - Dec 2020

Keywords

Radiomics
Tumor hypoxia
UPTAKE DISTRIBUTIONS
CANCER PATIENTS
LUNG-TUMORS
RADIOTHERAPY
HEAD
DISCRETIZATION
REPEATABILITY
ANGIOGENESIS
METHODOLOGY
INFORMATION

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Sanduleanu, S., Jochems, A., Upadhaya, T., Even, A. J. G., Leijenaar, R. T. H., Dankers, F. J. W. M., Klaassen, R., Woodruff, H. C., Hatt, M., Kaanders, H. J. A. M., Hamming-Vrieze, O., van Laarhoven, H. W. M., Subramiam, R. M., Huang, S. H., O'Sullivan, B., Bratman, S., Dubois, L. J., Miclea, R. L., Di Perri, D., ... Lambin, P. (2020). Non-invasive imaging prediction of tumor hypoxia: A novel developed and externally validated CT and FDG-PET-based radiomic signatures. Radiotherapy and Oncology, 153, 97-105. https://doi.org/10.1016/j.radonc.2020.10.016

Sanduleanu, Sebastian ; Jochems, Arthur ; Upadhaya, Taman ; Even, Aniek J. G. ; Leijenaar, Ralph T. H. ; Dankers, Frank J. W. M. ; Klaassen, Remy ; Woodruff, Henry C. ; Hatt, Mathieu ; Kaanders, Hans J. A. M. ; Hamming-Vrieze, Olga ; van Laarhoven, Hanneke W. M. ; Subramiam, Rathan M. ; Huang, Shao Hui ; O'Sullivan, Brian ; Bratman, Scott ; Dubois, Ludwig J. ; Miclea, Razvan L. ; Di Perri, Dario ; Geets, Xavier ; Crispin-Ortuzar, Mireia ; Apte, Aditya ; Deasy, Joseph O. ; Oh, Jung Hun ; Lee, Nancy Y. ; Humm, John L. ; Schoder, Heiko ; De Ruysscher, Dirk ; Hoebers, Frank ; Lambin, Philippe. / Non-invasive imaging prediction of tumor hypoxia : A novel developed and externally validated CT and FDG-PET-based radiomic signatures. In: Radiotherapy and Oncology. 2020 ; Vol. 153. pp. 97-105.

@article{26e751bb4bf347b4b7b2201b539239e8,

title = "Non-invasive imaging prediction of tumor hypoxia: A novel developed and externally validated CT and FDG-PET-based radiomic signatures",

keywords = "Radiomics, Tumor hypoxia, UPTAKE DISTRIBUTIONS, CANCER PATIENTS, LUNG-TUMORS, RADIOTHERAPY, HEAD, DISCRETIZATION, REPEATABILITY, ANGIOGENESIS, METHODOLOGY, INFORMATION",

author = "Sebastian Sanduleanu and Arthur Jochems and Taman Upadhaya and Even, {Aniek J. G.} and Leijenaar, {Ralph T. H.} and Dankers, {Frank J. W. M.} and Remy Klaassen and Woodruff, {Henry C.} and Mathieu Hatt and Kaanders, {Hans J. A. M.} and Olga Hamming-Vrieze and {van Laarhoven}, {Hanneke W. M.} and Subramiam, {Rathan M.} and Huang, {Shao Hui} and Brian O'Sullivan and Scott Bratman and Dubois, {Ludwig J.} and Miclea, {Razvan L.} and {Di Perri}, Dario and Xavier Geets and Mireia Crispin-Ortuzar and Aditya Apte and Deasy, {Joseph O.} and Oh, {Jung Hun} and Lee, {Nancy Y.} and Humm, {John L.} and Heiko Schoder and {De Ruysscher}, Dirk and Frank Hoebers and Philippe Lambin",

year = "2020",

month = dec,

doi = "10.1016/j.radonc.2020.10.016",

language = "English",

volume = "153",

pages = "97--105",

journal = "Radiotherapy and Oncology",

issn = "0167-8140",

publisher = "Elsevier Ireland Ltd",

}

Sanduleanu, S , Jochems, A, Upadhaya, T, Even, AJG, Leijenaar, RTH, Dankers, FJWM, Klaassen, R, Woodruff, HC, Hatt, M, Kaanders, HJAM, Hamming-Vrieze, O, van Laarhoven, HWM, Subramiam, RM, Huang, SH, O'Sullivan, B, Bratman, S, Dubois, LJ , Miclea, RL, Di Perri, D, Geets, X, Crispin-Ortuzar, M, Apte, A, Deasy, JO, Oh, JH, Lee, NY, Humm, JL, Schoder, H, De Ruysscher, D , Hoebers, F & Lambin, P 2020, 'Non-invasive imaging prediction of tumor hypoxia: A novel developed and externally validated CT and FDG-PET-based radiomic signatures', Radiotherapy and Oncology, vol. 153, pp. 97-105. https://doi.org/10.1016/j.radonc.2020.10.016

Non-invasive imaging prediction of tumor hypoxia : A novel developed and externally validated CT and FDG-PET-based radiomic signatures. / Sanduleanu, Sebastian ; Jochems, Arthur; Upadhaya, Taman; Even, Aniek J. G.; Leijenaar, Ralph T. H.; Dankers, Frank J. W. M.; Klaassen, Remy; Woodruff, Henry C.; Hatt, Mathieu; Kaanders, Hans J. A. M.; Hamming-Vrieze, Olga; van Laarhoven, Hanneke W. M.; Subramiam, Rathan M.; Huang, Shao Hui; O'Sullivan, Brian; Bratman, Scott; Dubois, Ludwig J.; Miclea, Razvan L.; Di Perri, Dario; Geets, Xavier; Crispin-Ortuzar, Mireia; Apte, Aditya; Deasy, Joseph O.; Oh, Jung Hun; Lee, Nancy Y.; Humm, John L.; Schoder, Heiko; De Ruysscher, Dirk ; Hoebers, Frank ; Lambin, Philippe.

In: Radiotherapy and Oncology, Vol. 153, 12.2020, p. 97-105.

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

TY - JOUR

T1 - Non-invasive imaging prediction of tumor hypoxia

T2 - A novel developed and externally validated CT and FDG-PET-based radiomic signatures

AU - Sanduleanu, Sebastian

AU - Jochems, Arthur

AU - Upadhaya, Taman

AU - Even, Aniek J. G.

AU - Leijenaar, Ralph T. H.

AU - Dankers, Frank J. W. M.

AU - Klaassen, Remy

AU - Woodruff, Henry C.

AU - Hatt, Mathieu

AU - Kaanders, Hans J. A. M.

AU - Hamming-Vrieze, Olga

AU - van Laarhoven, Hanneke W. M.

AU - Subramiam, Rathan M.

AU - Huang, Shao Hui

AU - O'Sullivan, Brian

AU - Bratman, Scott

AU - Dubois, Ludwig J.

AU - Miclea, Razvan L.

AU - Di Perri, Dario

AU - Geets, Xavier

AU - Crispin-Ortuzar, Mireia

AU - Apte, Aditya

AU - Deasy, Joseph O.

AU - Oh, Jung Hun

AU - Lee, Nancy Y.

AU - Humm, John L.

AU - Schoder, Heiko

AU - De Ruysscher, Dirk

AU - Hoebers, Frank

AU - Lambin, Philippe

PY - 2020/12

Y1 - 2020/12

KW - Radiomics

KW - Tumor hypoxia

KW - UPTAKE DISTRIBUTIONS

KW - CANCER PATIENTS

KW - LUNG-TUMORS

KW - RADIOTHERAPY

KW - HEAD

KW - DISCRETIZATION

KW - REPEATABILITY

KW - ANGIOGENESIS

KW - METHODOLOGY

KW - INFORMATION

U2 - 10.1016/j.radonc.2020.10.016

DO - 10.1016/j.radonc.2020.10.016

M3 - Article

C2 - 33137396

VL - 153

SP - 97

EP - 105

JO - Radiotherapy and Oncology

JF - Radiotherapy and Oncology

SN - 0167-8140

ER -