Development and external validation of a predictive model for pathological complete response of rectal cancer patients including sequential PET-CT imaging

Ruud G. P. M. van Stiphout; Guido Lammering; Jeroen Buijsen; Marco N. M. Janssen; Maria Antonietta Gambacorta; Pieter Slagmolen; Maarten Lambrecht; Domenico Rubello; Marcello Gava; Alessandro Giordano; Eric O. Postma; Karin Haustermans; Carlo Capirci; Vincenzo Valentini; Philippe Lambin

doi:10.1016/j.radonc.2010.12.002

Development and external validation of a predictive model for pathological complete response of rectal cancer patients including sequential PET-CT imaging

Ruud G. P. M. van Stiphout^*, Guido Lammering, Jeroen Buijsen, Marco N. M. Janssen, Maria Antonietta Gambacorta, Pieter Slagmolen, Maarten Lambrecht, Domenico Rubello, Marcello Gava, Alessandro Giordano, Eric O. Postma, Karin Haustermans, Carlo Capirci, Vincenzo Valentini, Philippe Lambin

^*Corresponding author for this work

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

56 Citations (Web of Science)

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Original language	English
Pages (from-to)	126-133
Journal	Radiotherapy and Oncology
Volume	98
Issue number	1
DOIs	https://doi.org/10.1016/j.radonc.2010.12.002
Publication status	Published - Jan 2011

Keywords

Response prediction
PET imaging
Machine learning
Rectal cancer
External validation

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10.1016/j.radonc.2010.12.002

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Cite this

van Stiphout, R. G. P. M., Lammering, G., Buijsen, J., Janssen, M. N. M., Gambacorta, M. A., Slagmolen, P., Lambrecht, M., Rubello, D., Gava, M., Giordano, A., Postma, E. O., Haustermans, K., Capirci, C., Valentini, V., & Lambin, P. (2011). Development and external validation of a predictive model for pathological complete response of rectal cancer patients including sequential PET-CT imaging. Radiotherapy and Oncology, 98(1), 126-133. https://doi.org/10.1016/j.radonc.2010.12.002

van Stiphout, Ruud G. P. M. ; Lammering, Guido ; Buijsen, Jeroen ; Janssen, Marco N. M. ; Gambacorta, Maria Antonietta ; Slagmolen, Pieter ; Lambrecht, Maarten ; Rubello, Domenico ; Gava, Marcello ; Giordano, Alessandro ; Postma, Eric O. ; Haustermans, Karin ; Capirci, Carlo ; Valentini, Vincenzo ; Lambin, Philippe. / Development and external validation of a predictive model for pathological complete response of rectal cancer patients including sequential PET-CT imaging. In: Radiotherapy and Oncology. 2011 ; Vol. 98, No. 1. pp. 126-133.

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title = "Development and external validation of a predictive model for pathological complete response of rectal cancer patients including sequential PET-CT imaging",

keywords = "Response prediction, PET imaging, Machine learning, Rectal cancer, External validation",

author = "{van Stiphout}, {Ruud G. P. M.} and Guido Lammering and Jeroen Buijsen and Janssen, {Marco N. M.} and Gambacorta, {Maria Antonietta} and Pieter Slagmolen and Maarten Lambrecht and Domenico Rubello and Marcello Gava and Alessandro Giordano and Postma, {Eric O.} and Karin Haustermans and Carlo Capirci and Vincenzo Valentini and Philippe Lambin",

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doi = "10.1016/j.radonc.2010.12.002",

language = "English",

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van Stiphout, RGPM, Lammering, G, Buijsen, J, Janssen, MNM, Gambacorta, MA, Slagmolen, P, Lambrecht, M, Rubello, D, Gava, M, Giordano, A, Postma, EO, Haustermans, K, Capirci, C, Valentini, V & Lambin, P 2011, 'Development and external validation of a predictive model for pathological complete response of rectal cancer patients including sequential PET-CT imaging', Radiotherapy and Oncology, vol. 98, no. 1, pp. 126-133. https://doi.org/10.1016/j.radonc.2010.12.002

Development and external validation of a predictive model for pathological complete response of rectal cancer patients including sequential PET-CT imaging. / van Stiphout, Ruud G. P. M.; Lammering, Guido; Buijsen, Jeroen; Janssen, Marco N. M.; Gambacorta, Maria Antonietta; Slagmolen, Pieter; Lambrecht, Maarten; Rubello, Domenico; Gava, Marcello; Giordano, Alessandro; Postma, Eric O.; Haustermans, Karin; Capirci, Carlo; Valentini, Vincenzo; Lambin, Philippe.

In: Radiotherapy and Oncology, Vol. 98, No. 1, 01.2011, p. 126-133.

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

TY - JOUR

T1 - Development and external validation of a predictive model for pathological complete response of rectal cancer patients including sequential PET-CT imaging

AU - van Stiphout, Ruud G. P. M.

AU - Lammering, Guido

AU - Buijsen, Jeroen

AU - Janssen, Marco N. M.

AU - Gambacorta, Maria Antonietta

AU - Slagmolen, Pieter

AU - Lambrecht, Maarten

AU - Rubello, Domenico

AU - Gava, Marcello

AU - Giordano, Alessandro

AU - Postma, Eric O.

AU - Haustermans, Karin

AU - Capirci, Carlo

AU - Valentini, Vincenzo

AU - Lambin, Philippe

PY - 2011/1

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KW - Response prediction

KW - PET imaging

KW - Machine learning

KW - Rectal cancer

KW - External validation

U2 - 10.1016/j.radonc.2010.12.002

DO - 10.1016/j.radonc.2010.12.002

M3 - Article

C2 - 21176986

VL - 98

SP - 126

EP - 133

JO - Radiotherapy and Oncology

JF - Radiotherapy and Oncology

SN - 0167-8140

IS - 1

ER -