Longitudinal radiomics of cone-beam CT images from non-small cell lung cancer patients: Evaluation of the added prognostic value for overall survival and locoregional recurrence

Janna E. van Timmeren*, Wouter van Elmpt, Ralph T. H. Leijenaar, Bart Reymen, Rene Monshouwer, Johan Bussink, Leen Paelinck, Evelien Bogaert, Carlos De Wagter, Elamin Elhaseen, Yolande Lievens, Olfred Hansen, Carsten Brink, Philippe Lambin

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Original languageEnglish
Pages (from-to)78-85
Number of pages8
JournalRadiotherapy and Oncology
Volume136
DOIs
Publication statusPublished - Jul 2019

Keywords

  • Non-small cell lung cancer
  • Radiomics
  • Cone-beam CT
  • Longitudinal
  • Overall survival
  • MULTIVARIABLE PREDICTION MODEL
  • INDIVIDUAL PROGNOSIS
  • DIAGNOSIS TRIPOD
  • FEATURES
  • REGRESSION

Cite this

van Timmeren, Janna E. ; van Elmpt, Wouter ; Leijenaar, Ralph T. H. ; Reymen, Bart ; Monshouwer, Rene ; Bussink, Johan ; Paelinck, Leen ; Bogaert, Evelien ; De Wagter, Carlos ; Elhaseen, Elamin ; Lievens, Yolande ; Hansen, Olfred ; Brink, Carsten ; Lambin, Philippe. / Longitudinal radiomics of cone-beam CT images from non-small cell lung cancer patients : Evaluation of the added prognostic value for overall survival and locoregional recurrence. In: Radiotherapy and Oncology. 2019 ; Vol. 136. pp. 78-85.
@article{aa453019e01b47d683e6804b37a4a777,
title = "Longitudinal radiomics of cone-beam CT images from non-small cell lung cancer patients: Evaluation of the added prognostic value for overall survival and locoregional recurrence",
keywords = "Non-small cell lung cancer, Radiomics, Cone-beam CT, Longitudinal, Overall survival, MULTIVARIABLE PREDICTION MODEL, INDIVIDUAL PROGNOSIS, DIAGNOSIS TRIPOD, FEATURES, REGRESSION",
author = "{van Timmeren}, {Janna E.} and {van Elmpt}, Wouter and Leijenaar, {Ralph T. H.} and Bart Reymen and Rene Monshouwer and Johan Bussink and Leen Paelinck and Evelien Bogaert and {De Wagter}, Carlos and Elamin Elhaseen and Yolande Lievens and Olfred Hansen and Carsten Brink and Philippe Lambin",
year = "2019",
month = "7",
doi = "10.1016/j.radonc.2019.03.032",
language = "English",
volume = "136",
pages = "78--85",
journal = "Radiotherapy and Oncology",
issn = "0167-8140",
publisher = "Elsevier Ireland Ltd",

}

van Timmeren, JE, van Elmpt, W, Leijenaar, RTH, Reymen, B, Monshouwer, R, Bussink, J, Paelinck, L, Bogaert, E, De Wagter, C, Elhaseen, E, Lievens, Y, Hansen, O, Brink, C & Lambin, P 2019, 'Longitudinal radiomics of cone-beam CT images from non-small cell lung cancer patients: Evaluation of the added prognostic value for overall survival and locoregional recurrence', Radiotherapy and Oncology, vol. 136, pp. 78-85. https://doi.org/10.1016/j.radonc.2019.03.032

Longitudinal radiomics of cone-beam CT images from non-small cell lung cancer patients : Evaluation of the added prognostic value for overall survival and locoregional recurrence. / van Timmeren, Janna E.; van Elmpt, Wouter; Leijenaar, Ralph T. H.; Reymen, Bart; Monshouwer, Rene; Bussink, Johan; Paelinck, Leen; Bogaert, Evelien; De Wagter, Carlos; Elhaseen, Elamin; Lievens, Yolande; Hansen, Olfred; Brink, Carsten; Lambin, Philippe.

In: Radiotherapy and Oncology, Vol. 136, 07.2019, p. 78-85.

Research output: Contribution to journalArticleAcademicpeer-review

TY - JOUR

T1 - Longitudinal radiomics of cone-beam CT images from non-small cell lung cancer patients

T2 - Evaluation of the added prognostic value for overall survival and locoregional recurrence

AU - van Timmeren, Janna E.

AU - van Elmpt, Wouter

AU - Leijenaar, Ralph T. H.

AU - Reymen, Bart

AU - Monshouwer, Rene

AU - Bussink, Johan

AU - Paelinck, Leen

AU - Bogaert, Evelien

AU - De Wagter, Carlos

AU - Elhaseen, Elamin

AU - Lievens, Yolande

AU - Hansen, Olfred

AU - Brink, Carsten

AU - Lambin, Philippe

PY - 2019/7

Y1 - 2019/7

KW - Non-small cell lung cancer

KW - Radiomics

KW - Cone-beam CT

KW - Longitudinal

KW - Overall survival

KW - MULTIVARIABLE PREDICTION MODEL

KW - INDIVIDUAL PROGNOSIS

KW - DIAGNOSIS TRIPOD

KW - FEATURES

KW - REGRESSION

U2 - 10.1016/j.radonc.2019.03.032

DO - 10.1016/j.radonc.2019.03.032

M3 - Article

VL - 136

SP - 78

EP - 85

JO - Radiotherapy and Oncology

JF - Radiotherapy and Oncology

SN - 0167-8140

ER -