Structural and functional radiomics for lung cancer
Wu, Guangyao, Jochems, Arthur, Refaee, Turkey, Ibrahim, Abdalla, Yan, Chenggong, Sanduleanu, Sebastian, Woodruff, Henry C., Lambin, Philippe
Published in European journal of nuclear medicine and molecular imaging (01.11.2021)
Published in European journal of nuclear medicine and molecular imaging (01.11.2021)
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Journal Article
Radiomics: the bridge between medical imaging and personalized medicine
Lambin, Philippe, Leijenaar, Ralph T.H., Deist, Timo M., Peerlings, Jurgen, de Jong, Evelyn E.C., van Timmeren, Janita, Sanduleanu, Sebastian, Larue, Ruben T.H.M., Even, Aniek J.G., Jochems, Arthur, van Wijk, Yvonka, Woodruff, Henry, van Soest, Johan, Lustberg, Tim, Roelofs, Erik, van Elmpt, Wouter, Dekker, Andre, Mottaghy, Felix M., Wildberger, Joachim E., Walsh, Sean
Published in Nature reviews. Clinical oncology (01.12.2017)
Published in Nature reviews. Clinical oncology (01.12.2017)
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Journal Article
Distributed learning: Developing a predictive model based on data from multiple hospitals without data leaving the hospital – A real life proof of concept
Jochems, Arthur, Deist, Timo M, van Soest, Johan, Eble, Michael, Bulens, Paul, Coucke, Philippe, Dries, Wim, Lambin, Philippe, Dekker, Andre
Published in Radiotherapy and oncology (01.12.2016)
Published in Radiotherapy and oncology (01.12.2016)
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Web Resource
Deep learning in fracture detection: a narrative review
Kalmet, Pishtiwan H S, Sanduleanu, Sebastian, Primakov, Sergey, Wu, Guangyao, Jochems, Arthur, Refaee, Turkey, Ibrahim, Abdalla, Hulst, Luca v., Lambin, Philippe, Poeze, Martijn
Published in Acta orthopaedica (03.03.2020)
Published in Acta orthopaedica (03.03.2020)
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Journal Article
Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers
Deist, Timo M., Dankers, Frank J. W. M., Valdes, Gilmer, Wijsman, Robin, Hsu, I‐Chow, Oberije, Cary, Lustberg, Tim, 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
Published in Medical physics (Lancaster) (01.07.2018)
Published in Medical physics (Lancaster) (01.07.2018)
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Journal Article
Automated detection and segmentation of non-small cell lung cancer computed tomography images
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
Published in Nature communications (14.06.2022)
Published in Nature communications (14.06.2022)
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Web Resource
Preoperative CT-based radiomics combined with intraoperative frozen section is predictive of invasive adenocarcinoma in pulmonary nodules: a multicenter study
Wu, Guangyao, Woodruff, Henry C., Sanduleanu, Sebastian, Refaee, Turkey, Jochems, Arthur, Leijenaar, Ralph, Gietema, Hester, Shen, Jing, Wang, Rui, Xiong, Jingtong, Bian, Jie, Wu, Jianlin, Lambin, Philippe
Published in European radiology (01.05.2020)
Published in European radiology (01.05.2020)
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Journal Article
Privacy-preserving distributed learning of radiomics to predict overall survival and HPV status in head and neck cancer
Bogowicz, Marta, Jochems, Arthur, Deist, Timo M., Tanadini-Lang, Stephanie, Huang, Shao Hui, Chan, Biu, Waldron, John N., Bratman, Scott, O’Sullivan, Brian, Riesterer, Oliver, Studer, Gabriela, Unkelbach, Jan, Barakat, Samir, Brakenhoff, Ruud H., Nauta, Irene, Gazzani, Silvia E., Calareso, Giuseppina, Scheckenbach, Kathrin, Hoebers, Frank, Wesseling, Frederik W. R., Keek, Simon, Sanduleanu, Sebastian, Leijenaar, Ralph T. H., Vergeer, Marije R., Leemans, C. René, Terhaard, Chris H. J., van den Brekel, Michiel W. M., Hamming-Vrieze, Olga, van der Heijden, Martijn A., Elhalawani, Hesham M., Fuller, Clifton D., Guckenberger, Matthias, Lambin, Philippe
Published in Scientific reports (11.03.2020)
Published in Scientific reports (11.03.2020)
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Journal 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, 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
Published in PloS one (03.06.2019)
Published in PloS one (03.06.2019)
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Journal Article
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, Evelyn E.C., van Elmpt, Wouter, Rizzo, Stefania, Colarieti, Anna, Spitaleri, Gianluca, Leijenaar, Ralph T.H., Jochems, Arthur, Hendriks, Lizza E.L., Troost, Esther G.C., Reymen, Bart, Dingemans, Anne-Marie C., Lambin, Philippe
Published in Lung cancer (Amsterdam, Netherlands) (01.10.2018)
Published in Lung cancer (Amsterdam, Netherlands) (01.10.2018)
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Journal Article
Big Data in radiation therapy: challenges and opportunities
Lustberg, Tim, van Soest, Johan, Jochems, Arthur, Deist, Timo, van Wijk, Yvonka, Walsh, Sean, Lambin, Philippe, Dekker, Andre
Published in British journal of radiology (01.01.2017)
Published in British journal of radiology (01.01.2017)
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Journal Article
Stereotactic Radiosurgery in the Management of Patients With Brain Metastases of Non-Small Cell Lung Cancer: Indications, Decision Tools and Future Directions
Hartgerink, Dianne, van der Heijden, Britt, De Ruysscher, Dirk, Postma, Alida, Ackermans, Linda, Hoeben, Ann, Anten, Monique, Lambin, Philippe, Terhaag, Karin, Jochems, Arthur, Dekker, Andre, Schoenmaekers, Janna, Hendriks, Lizza, Zindler, Jaap
Published in Frontiers in oncology (09.05.2018)
Published in Frontiers in oncology (09.05.2018)
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Journal Article
Deep learning in fracture detection: a narrative review
Kalmet, Pishtiwan H S, Sanduleanu, Sebastian, Primakov, Sergey, Wu, Guangyao, Jochems, Arthur, Refaee, Turkey, Ibrahim, Abdalla, Hulst, Luca v., Lambin, Philippe, Poeze, Martijn
Published in Acta orthopaedica (03.05.2020)
Published in Acta orthopaedica (03.05.2020)
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Journal Article
Transition between encoding and consolidation/replay dynamics via cholinergic modulation of CAN current: A modeling study
Saravanan, Varun, Arabali, Danial, Jochems, Arthur, Cui, Anja-Xiaoxing, Gootjes-Dreesbach, Luise, Cutsuridis, Vassilis, Yoshida, Motoharu
Published in Hippocampus (01.09.2015)
Published in Hippocampus (01.09.2015)
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Improving shared decision making for lung cancer treatment by developing and validating an open-source web based patient decision aid for stage I-II non-small cell lung cancer
Halilaj, Iva, Ankolekar, Anshu, Lenaers, Anouk, Chatterjee, Avishek, Oberije, Cary J G, Eppings, Lisanne, Smit, Hans J M, Hendriks, Lizza E L, Jochems, Arthur, Lieverse, Relinde I Y, van Timmeren, Janita E, Wind, Anke, Lambin, Philippe
Published in Frontiers in digital health (2023)
Published in Frontiers in digital health (2023)
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