Cary Oberije

发表

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

Timothy Solberg, Issam El Naqa, Gilmer Valdes, 2018, Medical physics.

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

Timo M. Deist, Andre Dekker, Georgi Nalbantov, 2017, Clinical and translational radiation oncology.

Implications of Clinicians' Attitudes Towards Clinical Decision Support Systems

Anshu Ankolekar, Adriana Berlanga, Cheryl Roumen, 2020, MIE.

Erratum: "Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers" [Med. Phys. 45 (7), 3449-3459 (2018)].

Issam El Naqa, Gilmer Valdes, Leonard Wee, 2019, Medical physics.

Covid19Risk.ai: An Open Source Repository and Online Calculator of Prediction Models for Early Diagnosis and Prognosis of Covid-19

Philippe Lambin, Cary Oberije, Iva Halilaj, 2021, BioMed.

Multistate Statistical Modeling

Philippe Lambin, Cary Oberije, Carin A Uyl-de Groot, 2016, Medical decision making : an international journal of the Society for Medical Decision Making.

Prediction of residual metabolic activity after treatment in NSCLC patients

Philippe Lambin, Cary Oberije, Dirk De Ruysscher, 2010, Acta oncologica.

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

Esther G C Troost, Philippe Lambin, Henry C Woodruff, 2019, PloS one.

Prognostic value of metabolic metrics extracted from baseline positron emission tomography images in non-small cell lung cancer

Andre Dekker, Esther G C Troost, Robert Gillies, 2013, Acta oncologica.

PROFFERED PAPERS: CLINICAL 2: LUNG CANCEROC-0063: Rapid learning in practice: A lung cancer survival decision support system in routine patient care data

Armia George, Andre Dekker, Philippe Lambin, 2014 .

Survival prediction of non-small cell lung cancer patients using radiomics analyses of cone-beam CT images.

Carsten Brink, Philippe Lambin, Wouter van Elmpt, 2017, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

F-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

Philippe Lambin, Wouter van Elmpt, Cary Oberije, 2018 .

Development and validation of a nomogram for prediction of survival and local control in laryngeal carcinoma patients treated with radiotherapy alone: a cohort study based on 994 patients.

Frank Hoebers, Philippe Lambin, Cary Oberije, 2011, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

Predicting esophagitis after chemoradiation therapy for non-small cell lung cancer: an individual patient data meta-analysis.

Jeffrey D Bradley, Jose Belderbos, Suresh Senan, 2013, International journal of radiation oncology, biology, physics.

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

Joseph O. Deasy, Jose Belderbos, Philippe Lambin, 2015, International journal of radiation oncology, biology, physics.

Cardiac comorbidity is an independent risk factor for radiation-induced lung toxicity in lung cancer patients.

Georgi Nalbantov, Yolande Lievens, Philippe Lambin, 2013, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

Prognostic value of blood-biomarkers related to hypoxia, inflammation, immune response and tumour load in non-small cell lung cancer - A survival model with external validation.

Esther G C Troost, Philippe Lambin, Cary Oberije, 2016, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

Quantification of CT-assessed radiation-induced lung damage in lung cancer patients treated with or without chemotherapy and cetuximab

Georgi Nalbantov, Marco Das, Philippe Lambin, 2016, Acta oncologica.

Epigenetics in radiotherapy: where are we heading?

Esther G C Troost, Philippe Lambin, Paul C Boutros, 2014, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

Modern clinical research: How rapid learning health care and cohort multiple randomised clinical trials complement traditional evidence based medicine

Frank Verhaegen, Frank Hoebers, Andre Dekker, 2015, Acta oncologica.