Multicenter comparison of measures for quantitative evaluation of contouring in radiotherapy

por Gooding, Mark J., Boukerroui, Djamal, Vasquez Osorio, Eliana, Monshouwer, René, Brunenberg, Ellen
Publicado 2022

Learning from scanners: Bias reduction and feature correction in radiomics

por Zhovannik, Ivan, Bussink, Johan, Traverso, Alberto, Shi, Zhenwei, Kalendralis, Petros, Wee, Leonard, Dekker, Andre, Fijten, Rianne, Monshouwer, René
Publicado 2019

Evaluation of two independent dose prediction methods to personalize the automated radiotherapy planning process for prostate cancer

por Kusters, Martijn, Miki, Kentaro, Bouwmans, Liza, Bzdusek, Karl, van Kollenburg, Peter, Smeenk, Robert Jan, Monshouwer, René, Nagata, Yasushi
Publicado 2022

Segmentation Uncertainty Estimation as a Sanity Check for Image Biomarker Studies

por Zhovannik, Ivan, Bontempi, Dennis, Romita, Alessio, Pfaehler, Elisabeth, Primakov, Sergey, Dekker, Andre, Bussink, Johan, Traverso, Alberto, Monshouwer, René
Publicado 2022

A systematic review and quality of reporting checklist for repeatability and reproducibility of radiomic features

por Pfaehler, Elisabeth, Zhovannik, Ivan, Wei, Lise, Boellaard, Ronald, Dekker, Andre, Monshouwer, René, El Naqa, Issam, Bussink, Jan, Gillies, Robert, Wee, Leonard, Traverso, Alberto
Publicado 2021

Multicenter CT phantoms public dataset for radiomics reproducibility tests

por Kalendralis, Petros, Traverso, Alberto, Shi, Zhenwei, Zhovannik, Ivan, Monshouwer, René, Starmans, Martijn P. A., Klein, Stefan, Pfaehler, Elisabeth, Boellaard, Ronald, Dekker, Andre, Wee, Leonard
Publicado 2019

Radiomics integration into a picture archiving and communication system

por Zhovannik, Ivan, Pai, Suraj, da Silva Santos, Talia A., van Driel, Lars L.G., Dekker, Andre, Fijten, Rianne, Traverso, Alberto, Bussink, Johan, Monshouwer, René
Publicado 2021

External validation of deep learning-based contouring of head and neck organs at risk

por Brunenberg, Ellen J.L., Steinseifer, Isabell K., van den Bosch, Sven, Kaanders, Johannes H.A.M., Brouwer, Charlotte L., Gooding, Mark J., van Elmpt, Wouter, Monshouwer, René
Publicado 2020

Distributed radiomics as a signature validation study using the Personal Health Train infrastructure

por Shi, Zhenwei, Zhovannik, Ivan, Traverso, Alberto, Dankers, Frank J. W. M., Deist, Timo M., Kalendralis, Petros, Monshouwer, René, Bussink, Johan, Fijten, Rianne, Aerts, Hugo J. W. L., Dekker, Andre, Wee, Leonard
Publicado 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

por van Timmeren, Janna E., van Elmpt, Wouter, Leijenaar, Ralph T.H., Reymen, Bart, Monshouwer, René, Bussink, Johan, Paelinck, Leen, Bogaert, Evelien, De Wagter, Carlos, Elhaseen, Elamin, Lievens, Yolande, Hansen, Olfred, Brink, Carsten, Lambin, Philippe
Publicado 2019

FAIR‐compliant clinical, radiomics and DICOM metadata of RIDER, interobserver, Lung1 and head‐Neck1 TCIA collections

por Kalendralis, Petros, Shi, Zhenwei, Traverso, Alberto, Choudhury, Ananya, Sloep, Matthijs, Zhovannik, Ivan, Starmans, Martijn P.A., Grittner, Detlef, Feltens, Peter, Monshouwer, Rene, Klein, Stefan, Fijten, Rianne, Aerts, Hugo, Dekker, Andre, van Soest, Johan, Wee, Leonard
Publicado 2020

Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach

por Aerts, Hugo J. W. L., Velazquez, Emmanuel Rios, Leijenaar, Ralph T. H., Parmar, Chintan, Grossmann, Patrick, Cavalho, Sara, Bussink, Johan, Monshouwer, René, Haibe-Kains, Benjamin, Rietveld, Derek, Hoebers, Frank, Rietbergen, Michelle M., Leemans, C. René, Dekker, Andre, Quackenbush, John, Gillies, Robert J., Lambin, Philippe
Publicado 2014

Corrigendum: Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach

por Aerts, Hugo J.W.L., Velazquez, Emmanuel Rios, Leijenaar, Ralph T.H., Parmar, Chintan, Grossmann, Patrick, Carvalho, Sara, Bussink, Johan, Monshouwer, René, Haibe-Kains, Benjamin, Rietveld, Derek, Hoebers, Frank, Rietbergen, Michelle M., Leemans, C. René, Dekker, Andre, Quackenbush, John, Gillies, Robert J., Lambin, Philippe
Publicado 2014

Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers

por Deist, Timo M., Dankers, Frank J. W. M., Valdes, Gilmer, Wijsman, Robin, Hsu, I‐Chow, Oberije, Cary, Lustberg, Tim, van Soest, Johan, Hoebers, Frank, Jochems, Arthur, El Naqa, Issam, Wee, Leonard, Morin, Olivier, Raleigh, David R., Bots, Wouter, Kaanders, Johannes H., Belderbos, José, Kwint, Margriet, Solberg, Timothy, Monshouwer, René, Bussink, Johan, Dekker, Andre, Lambin, Philippe
Publicado 2018

Automated detection and segmentation of non-small cell lung cancer computed tomography images

por Primakov, Sergey P., Ibrahim, Abdalla, van Timmeren, Janita E., Wu, Guangyao, Keek, Simon A., Beuque, Manon, Granzier, Renée W. Y., Lavrova, Elizaveta, Scrivener, Madeleine, Sanduleanu, Sebastian, Kayan, Esma, Halilaj, Iva, Lenaers, Anouk, Wu, Jianlin, Monshouwer, René, Geets, Xavier, Gietema, Hester A., Hendriks, Lizza E. L., Morin, Olivier, Jochems, Arthur, Woodruff, Henry C., Lambin, Philippe
Publicado 2022