Rapid learning in practice: A lung cancer survival decision support system in routine patient care data

Por Dekker, Andre, Vinod, Shalini, Holloway, Lois, Oberije, Cary, George, Armia, Goozee, Gary, Delaney, Geoff P., Lambin, Philippe, Thwaites, David
Publicado no Radiother Oncol (2014)

Multistate Statistical Modeling: A Tool to Build a Lung Cancer Microsimulation Model That Includes Parameter Uncertainty and Patient Heterogeneity

Por Bongers, Mathilda L., de Ruysscher, Dirk, Oberije, Cary, Lambin, Philippe, Uyl-de Groot, Carin A., Coupé, V. M. H.
Publicado no Med Decis Making (2015)

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

Por Deist, Timo M., Jochems, A., van Soest, Johan, Nalbantov, Georgi, Oberije, Cary, Walsh, Seán, Eble, Michael, Bulens, Paul, Coucke, Philippe, Dries, Wim, Dekker, Andre, Lambin, Philippe
Publicado no Clin Transl Radiat Oncol (2017)

A prospective study comparing the predictions of doctors versus models for treatment outcome of lung cancer patients: a step towards individualized care and shared decision making

Por Oberije, Cary, Nalbantov, Georgi, Dekker, Andre, Boersma, Liesbeth, Borger, Jacques, Reymen, Bart, van Baardwijk, Angela, Wanders, Rinus, De Ruysscher, Dirk, Steyerberg, Ewout, Dingemans, Anne-Marie, Lambin, Philippe
Publicado no Radiother Oncol (2014)

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

Por Carvalho, Sara, Leijenaar, Ralph T. H., Troost, Esther G. C., van Timmeren, Janna E., Oberije, Cary, van Elmpt, Wouter, de Geus-Oei, Lioe-Fee, Bussink, Johan, Lambin, Philippe
Publicado no PLoS One (2018)

A Validated Prediction Model for Overall Survival From Stage III Non-Small Cell Lung Cancer: Toward Survival Prediction for Individual Patients

Por Oberije, Cary, De Ruysscher, Dirk, Houben, Ruud, van de Heuvel, Michel, Uyterlinde, Wilma, Deasy, Joseph O., Belderbos, Jose, Dingemans, Anne-Marie C., Rimner, Andreas, Din, Shaun, Lambin, Philippe
Publicado no Int J Radiat Oncol Biol Phys (2015)

Prognostic value of metabolic metrics extracted from baseline PET images in NSCLC

Por Carvalho, Sara, Leijenaar, Ralph T.H., Velazquez, Emmanuel Rios, Oberije, Cary, Parmar, Chintan, van Elmpt, Wouter, Reymen, Bart, Troost, Esther G.C., Oellers, Michel, Dekker, Andre, Gillies, Robert, Aerts, Hugo J.W.L., Lambin, Philippe
Publicado no Acta Oncol (2013)

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

Por Jochems, Arthur, Deist, Timo M., El Naqa, Issam, Kessler, Marc, Mayo, Chuck, Reeves, Jackson, Jolly, Shruti, Matuszak, Martha, Ten Haken, Randall, van Soest, Johan, Oberije, Cary, Faivre-Finn, Corinne, Price, Gareth, de Ruysscher, Dirk, Lambin, Philippe, Dekker, Andre
Publicado no Int J Radiat Oncol Biol Phys (2017)

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

Por van Timmeren, Janna E., Carvalho, Sara, Leijenaar, Ralph T. H., Troost, Esther G. C., van Elmpt, Wouter, de Ruysscher, Dirk, Muratet, Jean-Pierre, Denis, Fabrice, Schimek-Jasch, Tanja, Nestle, Ursula, Jochems, Arthur, Woodruff, Henry C., Oberije, Cary, Lambin, Philippe
Publicado no PLoS One (2019)

Early body weight loss during concurrent chemo-radiotherapy for non-small cell lung cancer

Por Op den Kamp, Céline M. H., De Ruysscher, Dirk K. M., van den Heuvel, Marieke, Elferink, Meike, Houben, Ruud M. A., Oberije, Cary J. G., Bootsma, Gerben P., Geraedts, Wiel H., Pitz, Cordula C. M., Langen, Ramon C., Wouters, Emiel F. M., Schols, Annemie M. W. J., Dingemans, Anne-Marie C.
Publicado em 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 no Med Phys (2018)

Radiomics: from qualitative to quantitative imaging

Por Rogers, William, Thulasi Seetha, Sithin, Refaee, Turkey A. G., Lieverse, Relinde I. Y., Granzier, Renée W. Y., Ibrahim, Abdalla, Keek, Simon A., Sanduleanu, Sebastian, Primakov, Sergey P., Beuque, Manon P. L., Marcus, Damiënne, van der Wiel, Alexander M. A., Zerka, Fadila, Oberije, Cary J. G., van Timmeren, Janita E, Woodruff, Henry C., Lambin, Philippe
Publicado no Br J Radiol (2020)

Stereotactic ablative body radiotherapy (SABR) combined with immunotherapy (L19-IL2) versus standard of care in stage IV NSCLC patients, ImmunoSABR: a multicentre, randomised contr...

Por Lieverse, Relinde I. Y., Van Limbergen, Evert J., Oberije, Cary J. G., Troost, Esther G. C., Hadrup, Sine R., Dingemans, Anne-Marie C., Hendriks, Lizza E. L., Eckert, Franziska, Hiley, Crispin, Dooms, Christophe, Lievens, Yolande, de Jong, Monique C., Bussink, Johan, Geets, Xavier, Valentini, Vincenzo, Elia, Giuliano, Neri, Dario, Billiet, Charlotte, Abdollahi, Amir, Pasquier, David, Boisselier, Pierre, Yaromina, Ala, De Ruysscher, Dirk, Dubois, Ludwig J., Lambin, Philippe
Publicado no BMC Cancer (2020)