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Research Output

  • 21 Article
  • 1 Erratum / corrigendum
  • 1 Review article

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, 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., 3 Jun 2019, In : PLOS ONE. 14, 6, 17 p., 0217536.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Machine learning algorithms for outcome prediction in (chemo) radiotherapy: An empirical comparison of classifiers (vol 45, pg 3449, 2018)

Deist, T. M., Dankers, F. J. W. M., Valdes, G., Wijsman, R., Hsu, I-C., Oberije, C., Lustberg, T., van Soest, J., Hoebers, F., Jochems, A., El Naqa, I., Wee, L., Morin, O., Raleigh, D. R., Bots, W., Kaanders, J. H., Belderbos, J., Kwint, M., Solberg, T., Monshouwer, R. & 3 others, Bussink, J., Dekker, A. & Lambin, P., Feb 2019, In : Medical Physics. 46, 2, p. 1080-1087 8 p.

Research output: Contribution to journalErratum / corrigendumAcademic

Development of an isotoxic decision support system integrating genetic markers of toxicity for the implantation of a rectum spacer

van Wijk, Y., Vanneste, B. G. L., Jochems, A., Walsh, S., Oberije, C. J., Pinkawa, M., Ramaekers, B. L. T., Vega, A. & Lambin, P., 2 Nov 2018, In : Acta Oncologica. 57, 11, p. 1499-1505 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

F-18-fluorodeoxyglucose positron-emission tomography (FDG-PET)-Radiomics of metastatic lymph nodes and primary tumor in non-small cell lung cancer (NSCLC): A prospective externally validated study

Carvalho, S., Leijenaar, R. T. H., Troost, E. G. C., van Timmeren, J. E., Oberije, C., van Elmpt, W., de Geus-Oei, L-F., Bussink, J. & Lambin, P., 1 Mar 2018, In : PLOS ONE. 13, 3, 16 p., e0192859.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

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

Deist, T. M., Dankers, F. J. W. M., Valdes, G., Wijsman, R., Hsu, I-C., Oberije, C., Lustberg, T., van Soest, J., Hoebers, F., Jochems, A., El Naqa, I., Wee, L., Morin, O., Raleigh, D. R., Bots, W., Kaanders, J. H., Belderbos, J., Kwint, M., Solberg, T., Monshouwer, R. & 3 others, Bussink, J., Dekker, A. & Lambin, P., 1 Jul 2018, In : Medical Physics. 45, 7, p. 3449-3459 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access