Challenges and caveats of a multi-center retrospective radiomics study: an example of early treatment response assessment for NSCLC patients using FDG-PET/CT radiomics

Janna E. van Timmeren; Sara Carvalho; Ralph T. H. Leijenaar; Esther G. C. Troost; Wouter van Elmpt; Dirk de Ruysscher; Jean-Pierre Muratet; Fabrice Denis; Tanj A. Schimek-Jasch; Ursula Nestle; Arthur Jochems; Henry C. Woodruff; Cary Oberije; Philippe Lambin

doi:10.1371/journal.pone.0217536

Challenges and caveats of a multi-center retrospective radiomics study: an example of early treatment response assessment for NSCLC patients using FDG-PET/CT radiomics

Janna E. van Timmeren^*, Sara Carvalho, Ralph T. H. Leijenaar, Esther G. C. Troost, Wouter van Elmpt, Dirk de Ruysscher, Jean-Pierre Muratet, Fabrice Denis, Tanj A. Schimek-Jasch, Ursula Nestle, Arthur Jochems, Henry C. Woodruff, Cary Oberije, Philippe Lambin

^*Corresponding author for this work

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

Original language	English
Article number	0217536
Number of pages	17
Journal	PLOS ONE
Volume	14
Issue number	6
DOIs	https://doi.org/10.1371/journal.pone.0217536
Publication status	Published - 3 Jun 2019

Keywords

CELL LUNG-CANCER
PROGNOSTIC VALUE
FEATURES
RECONSTRUCTION
SUV
DISCRETIZATION
VARIABILITY
PREDICTION
SURVIVAL
IMPACT

Access to Document

10.1371/journal.pone.0217536

Cite this

van Timmeren, J. E., Carvalho, S., Leijenaar, R. T. H., Troost, E. G. C., van Elmpt, W., de Ruysscher, D., Muratet, J-P., Denis, F., Schimek-Jasch, T. A., Nestle, U., Jochems, A., Woodruff, H. C., Oberije, C., & Lambin, P. (2019). Challenges and caveats of a multi-center retrospective radiomics study: an example of early treatment response assessment for NSCLC patients using FDG-PET/CT radiomics. PLOS ONE, 14(6), [0217536]. https://doi.org/10.1371/journal.pone.0217536

van Timmeren, Janna E. ; Carvalho, Sara ; Leijenaar, Ralph T. H. ; Troost, Esther G. C. ; van Elmpt, Wouter ; de Ruysscher, Dirk ; Muratet, Jean-Pierre ; Denis, Fabrice ; Schimek-Jasch, Tanj A. ; Nestle, Ursula ; Jochems, Arthur ; Woodruff, Henry C. ; Oberije, Cary ; Lambin, Philippe. / Challenges and caveats of a multi-center retrospective radiomics study : an example of early treatment response assessment for NSCLC patients using FDG-PET/CT radiomics. In: PLOS ONE. 2019 ; Vol. 14, No. 6.

@article{87f55220b1584c4a8ac841106c22ca27,

title = "Challenges and caveats of a multi-center retrospective radiomics study: an example of early treatment response assessment for NSCLC patients using FDG-PET/CT radiomics",

keywords = "CELL LUNG-CANCER, PROGNOSTIC VALUE, FEATURES, RECONSTRUCTION, SUV, DISCRETIZATION, VARIABILITY, PREDICTION, SURVIVAL, IMPACT",

author = "{van Timmeren}, {Janna E.} and Sara Carvalho and Leijenaar, {Ralph T. H.} and Troost, {Esther G. C.} and {van Elmpt}, Wouter and {de Ruysscher}, Dirk and Jean-Pierre Muratet and Fabrice Denis and Schimek-Jasch, {Tanj A.} and Ursula Nestle and Arthur Jochems and Woodruff, {Henry C.} and Cary Oberije and Philippe Lambin",

year = "2019",

month = jun,

day = "3",

doi = "10.1371/journal.pone.0217536",

language = "English",

volume = "14",

journal = "PLOS ONE",

issn = "1932-6203",

publisher = "Public Library of Science",

number = "6",

}

van Timmeren, JE, Carvalho, S, Leijenaar, RTH, Troost, EGC, van Elmpt, W , de Ruysscher, D, Muratet, J-P, Denis, F, Schimek-Jasch, TA, Nestle, U, Jochems, A , Woodruff, HC , Oberije, C & Lambin, P 2019, 'Challenges and caveats of a multi-center retrospective radiomics study: an example of early treatment response assessment for NSCLC patients using FDG-PET/CT radiomics', PLOS ONE, vol. 14, no. 6, 0217536. https://doi.org/10.1371/journal.pone.0217536

Challenges and caveats of a multi-center retrospective radiomics study : an example of early treatment response assessment for NSCLC patients using FDG-PET/CT radiomics. / van Timmeren, Janna E.; Carvalho, Sara; Leijenaar, Ralph T. H.; Troost, Esther G. C.; van Elmpt, Wouter ; de Ruysscher, Dirk; Muratet, Jean-Pierre; Denis, Fabrice; Schimek-Jasch, Tanj A.; Nestle, Ursula; Jochems, Arthur ; Woodruff, Henry C.; Oberije, Cary ; Lambin, Philippe.

In: PLOS ONE, Vol. 14, No. 6, 0217536, 03.06.2019.

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

TY - JOUR

T1 - Challenges and caveats of a multi-center retrospective radiomics study

T2 - an example of early treatment response assessment for NSCLC patients using FDG-PET/CT radiomics

AU - van Timmeren, Janna E.

AU - Carvalho, Sara

AU - Leijenaar, Ralph T. H.

AU - Troost, Esther G. C.

AU - van Elmpt, Wouter

AU - de Ruysscher, Dirk

AU - Muratet, Jean-Pierre

AU - Denis, Fabrice

AU - Schimek-Jasch, Tanj A.

AU - Nestle, Ursula

AU - Jochems, Arthur

AU - Woodruff, Henry C.

AU - Oberije, Cary

AU - Lambin, Philippe

PY - 2019/6/3

Y1 - 2019/6/3

KW - CELL LUNG-CANCER

KW - PROGNOSTIC VALUE

KW - FEATURES

KW - RECONSTRUCTION

KW - SUV

KW - DISCRETIZATION

KW - VARIABILITY

KW - PREDICTION

KW - SURVIVAL

KW - IMPACT

U2 - 10.1371/journal.pone.0217536

DO - 10.1371/journal.pone.0217536

M3 - Article

VL - 14

JO - PLOS ONE

JF - PLOS ONE

SN - 1932-6203

IS - 6

M1 - 0217536

ER -