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

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.

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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",

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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

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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

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KW - CELL LUNG-CANCER

KW - PROGNOSTIC VALUE

KW - FEATURES

KW - RECONSTRUCTION

KW - SUV

KW - DISCRETIZATION

KW - VARIABILITY

KW - PREDICTION

KW - SURVIVAL

KW - IMPACT

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DO - 10.1371/journal.pone.0217536

M3 - Article

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JO - PLOS ONE

JF - PLOS ONE

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ER -

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10.1371/journal.pone.0217536