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Research Output 2016 2019

  • 16 Article
  • 7 Review article
  • 1 Editorial
  • 1 Erratum / corrigendum
2019

Blood steroids are associated with prognosis and fat distribution in endometrial cancer

Jan 2019, In : Gynecologic Oncology. 152, 1, p. 46-52 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

Can radiomics help to predict skeletal muscle response to chemotherapy in stage IV non-small cell lung cancer?

de Jong, E. E. C., Sanders, K. J. C., Deist, T. M., van Elmpt, W., Jochems, A., van Timmeren, J. E., Leijenaar, R. T. H., Degens, J. H. R. J., Schols, A. M. W. J., Dingemans, A. -M. C. & Lambin, P., Oct 2019, In : European Journal of Cancer. 120, p. 107-113 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

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

Decision Support Systems in Oncology

Walsh, S., de Jong, E. E. C., van Timmeren, J. E., Ibrahim, A., Compter, I., Peerlings, J., Sanduleanu, S., Refaee, T., Keek, S., Larue, R. T. H. M., van Wijk, Y., Even, A. J. G., Jochems, A., Barakat, M. S., Leijenaar, R. T. H. & Lambin, P., 7 Feb 2019, In : JCO Clinical Cancer Informatics. 3, p. 1-9 9 p.

Research output: Contribution to journalReview articleAcademicpeer-review

Open Access

Genomics of non-small cell lung cancer (NSCLC): Association between CT-based imaging features and EGFR and K-RAS mutations in 122 patients-An external validation

Rizzo, S., Raimondi, S., de Jong, E. E. C., van Elmpt, W., De Piano, F., Petrella, F., Bagnardi, V., Jochems, A., Bellomi, M., Dingemans, A. M. & Lambin, P., Jan 2019, In : European Journal of Radiology. 110, p. 148-155 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

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

2018

A Deep Look Into the Future of Quantitative Imaging in Oncology: A Statement of Working Principles and Proposal for Change

Morin, O., Vallieres, M., Jochems, A., Woodruff, H. C., Valdes, G., Braunstein, S. E., Wildberger, J. E., Villanueva-Meyer, J. E., Kearney, V., Yom, S. S., Solberg, T. D. & Lambin, P., 15 Nov 2018, In : International Journal of Radiation Oncology Biology Physics. 102, 4, p. 1074-1082 9 p.

Research output: Contribution to journalReview articleAcademicpeer-review

Applicability of a prognostic CT-based radiomic signature model trained on stage I-III non-small cell lung cancer in stage IV non-small cell lung cancer

de Jong, E. E. C., van Elmpt, W., Rizzo, S., Colarieti, A., Spitaleri, G., Leijenaar, R. T. H., Jochems, A., Hendriks, L. E. L., Troost, E. G. C., Reymen, B., Dingemans, A-M. C. & Lambin, P., Oct 2018, In : Lung Cancer. 124, p. 6-11 6 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

A prediction model for early death in non-small cell lung cancer patients following curative-intent chemoradiotherapy

Jochems, A., El-Naqa, I., Kessler, M., Mayo, C. S., Jolly, S., Matuszak, M., Faivre-Finn, C., Price, G., Holloway, L., Vinod, S., Field, M., Barakat, M. S., Thwaites, D., de Ruysscher, D., Dekker, A. & Lambin, P., Feb 2018, In : Acta Oncologica. 57, 2, p. 226-230 5 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

A review on radiomics and the future of theranostics for patient selection in precision medicine

Keek, S. A., Leijenaar, R. T., Jochems, A. & Woodruff, H. C., 1 Jan 2018, In : British Journal of Radiology. 91, 1091, 9 p., 20170926.

Research output: Contribution to journalReview articleAcademicpeer-review

Development and validation of a radiomic signature to predict HPV (p16) status from standard CT imaging: a multicenter study

Leijenaar, R. T. H., Bogowicz, M., Jochems, A., Hoebers, F. J. P., Wesseling, F. W. R., Huang, S. H., Chan, B., Waldron, J. N., O'Sullivan, B., Rietveld, D., Leemans, C. R., Brakenhoff, R. H., Riesterer, O., Tanadini-Lang, S., Guckenberger, M., Ikenberg, K. & Lambin, P., 1 Jan 2018, In : British Journal of Radiology. 91, 1086, 8 p., 2017049811075.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

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

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

Pre-treatment CT radiomics to predict 3-year overall survival following chemoradiotherapy of esophageal cancer

Larue, R. T. H. M., Klaassen, R., Jochems, A., Leijenaar, R. T. H., Hulshof, M. C. C. M., Henegouwen, M. I. V. B., Schreurs, W. M. J., Sosef, M. N., van Elmpt, W., van Laarhoven, H. W. M. & Lambin, P., 2 Nov 2018, In : Acta Oncologica. 57, 11, p. 1475-1481 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Results and adverse events of personalized peptide receptor radionuclide therapy with 90Yttrium and 177Lutetium in 1048 patients with neuroendocrine neoplasms

Baum, R. P., Kulkarni, H. R., Singh, A., Kaemmerer, D., Mueller, D., Prasad, V., Hommann, M., Robiller, F. C., Niepsch, K., Holger, F., Jochems, A., Lambin, P. & Horsch, D., 2018, In : Oncotarget. 9, 24, p. 16932-16950

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Tracking tumor biology with radiomics: A systematic review utilizing a radiomics quality score

Sanduleanu, S., Woodruff, H. C., de Jong, E. E. C., van Timmeren, J. E., Jochems, A., Dubois, L. & Lambin, P., 1 Jun 2018, In : Radiotherapy and Oncology. 127, 3, p. 349-360 12 p.

Research output: Contribution to journalReview articleAcademicpeer-review

Open Access
2017

Big Data in radiation therapy: challenges and opportunities

Lustberg, T., van Soest, J., Jochems, A., Deist, T., van Wijk, Y., Walsh, S., Lambin, P. & Dekker, A., 2017, In : British Journal of Radiology. 90, 1069, 3 p., 20160689.

Research output: Contribution to journalEditorialAcademicpeer-review

Open Access
46 Downloads (Pure)

Decision support systems for personalized and participative radiation oncology

Lambin, P., Zindler, J., Vanneste, B. G. L., Van De Voorde, L., Eekers, D., Compter, I., Panth, K. M., Peerlings, J., Larue, R. T. H. M., Deist, T. M., Jochems, A., Lustberg, T., van Soest, J., de Jong, E. E. C., Even, A. J. G., Reymen, B., Rekers, N., van Gisbergen, M., Roelofs, E., Carvalho, S. & 19 others, Leijenaar, R. T. H., Zegers, C. M. L., Jacobs, M., van Timmeren, J., Brouwers, P., Lal, J. A., Dubois, L., Yaromina, A., Van Limbergen, E. J., Berbee, M., van Elmpt, W., Oberije, C., Ramaekers, B., Dekker, A., Boersma, L. J., Hoebers, F., Smits, K. M., Berlanga, A. J. & Walsh, S., 15 Jan 2017, In : Advanced Drug Delivery Reviews. 109, p. 131-153 23 p.

Research output: Contribution to journalReview articleAcademicpeer-review

Open Access
File

Developing and Validating a Survival Prediction Model for NSCLC Patients Through Distributed Learning Across 3 Countries

Jochems, A., Deist, T. M., El Naqa, I., Kessler, M., Mayo, C., Reeves, J., Jolly, S., Matuszak, M., Ten Haken, R., van Soest, J., Oberije, C., Faivre-Finn, C., Price, G., de Ruysscher, D., Lambin, P. & Dekker, A., 1 Oct 2017, In : International Journal of Radiation Oncology Biology Physics. 99, 2, p. 344-352 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Individualized early death and long-term survival prediction after stereotactic radiosurgery for brain metastases of non-small cell lung cancer: Two externally validated nomograms

Zindler, J. D., Jochems, A., Lagerwaard, F. J., Beumer, R., Troost, E. G. C., Eekers, D. B. P., Compter, I., van der Toorn, P-P., Essers, M., Oei, B., Hurkmans, C. W., Bruynzeel, A. M. E., Bosmans, G., Swinnen, A., Leijenaar, R. T. H. & Lambin, P., May 2017, In : Radiotherapy and Oncology. 123, 2, p. 189-194 6 p.

Research output: Contribution to journalArticleAcademicpeer-review

Infrastructure and distributed learning methodology for privacy-preserving multi-centric rapid learning health care: euroCAT

Deist, T., Jochems, A., van Soest, J., Nalbantov, G., Oberije, C., Walsh, S., Eble, M., Bulens, P., Coucke, P., Dries, W., Dekker, A. & Lambin, P., Jun 2017, In : Clinical and Translational Radiation Oncology. 4, p. 24-31 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Predicting tumor hypoxia in non-small cell lung cancer by combining CT, FDG PET and dynamic contrast-enhanced CT

Even, A. J. G., Reymen, B., La Fontaine, M. D., Das, M., Jochems, A., Mottaghy, F. M., Belderbos, J. S. A., De Ruysscher, D., Lambin, P. & van Elmpt, W., 2017, In : Acta Oncologica. 56, 11, p. 1591-1596 6 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
291 Downloads (Pure)

Radiomics: the bridge between medical imaging and personalized medicine

Lambin, P., Leijenaar, R. T. H., Deist, T. M., Peerlings, J., de Jong, E. E. C., van Timmeren, J., Sanduleanu, S., Larue, R. T. H. M., Even, A. J. G., Jochems, A., van Wijk, Y., Woodruff, H., van Soest, J., Lustberg, T., Roelofs, E., van Elmpt, W., Dekker, A., Mottaghy, F. M., Wildberger, J. E. & Walsh, S., Dec 2017, In : Nature Reviews Clinical Oncology. 14, 12, p. 749-762 14 p.

Research output: Contribution to journalReview articleAcademicpeer-review

Open Access
File
2016

Distributed learning: Developing a predictive model based on data from multiple hospitals without data leaving the hospital – A real life proof of concept

Jochems, A., Deist, T. M., van Soest, J., Eble, M., Bulens, P., Coucke, P., Dries, W., Lambin, P. & Dekker, A., Dec 2016, In : Radiotherapy and Oncology. 121, 3, p. 459-467 9 p.

Research output: Contribution to journalArticleAcademicpeer-review