Sara Joćo Carvalho
Sara Joćo Carvalho
Bioinformatician @ Cambridge University
Verified email at medschl.cam.ac.uk
TitleCited byYear
Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach
HJWL Aerts, ER Velazquez, RTH Leijenaar, C Parmar, P Grossmann, ...
Nature communications 5, 2014
17022014
Radiomics: extracting more information from medical images using advanced feature analysis
P Lambin, E Rios-Velazquez, R Leijenaar, S Carvalho, ...
European Journal of Cancer 48 (4), 441-446, 2012
13192012
Robust radiomics feature quantification using semiautomatic volumetric segmentation
C Parmar, ER Velazquez, R Leijenaar, M Jermoumi, S Carvalho, RH Mak, ...
PloS one 9 (7), e102107, 2014
2442014
Stability of FDG-PET Radiomics features: An integrated analysis of test-retest and inter-observer variability
RTH Leijenaar, S Carvalho, ER Velazquez, WJC Van Elmpt, C Parmar, ...
Acta Oncologica 52 (7), 1391-1397, 2013
2322013
The effect of SUV discretization in quantitative FDG-PET Radiomics: the need for standardized methodology in tumor texture analysis
RTH Leijenaar, G Nalbantov, S Carvalho, WJC van Elmpt, EGC Troost, ...
Scientific reports 5, 2015
1962015
Rapid Learning health care in oncology’–An approach towards decision support systems enabling customised radiotherapy
P Lambin, E Roelofs, B Reymen, ER Velazquez, J Buijsen, CML Zegers, ...
Radiotherapy and Oncology 109 (1), 159-164, 2013
1462013
External validation of a prognostic CT-based radiomic signature in oropharyngeal squamous cell carcinoma
RTH Leijenaar, S Carvalho, FJP Hoebers, HJWL Aerts, WJC van Elmpt, ...
Acta Oncologica 54 (9), 1423-1429, 2015
962015
Decision Support Systems for Personalized and Participative Radiation Oncology
P Lambin, J Zindler, B Vanneste, L Van De Voorde, D Eekers, I Compter, ...
Advanced Drug Delivery Reviews, 2016
742016
Is there a causal relationship between genetic changes and radiomics-based image features? An in vivo preclinical experiment with doxycycline inducible GADD34 tumor cells
KM Panth, RTH Leijenaar, S Carvalho, NG Lieuwes, A Yaromina, ...
Radiotherapy and Oncology 116 (3), 462-466, 2015
632015
Modern clinical research: How rapid learning health care and cohort multiple randomised clinical trials complement traditional evidence based medicine
P Lambin, J Zindler, B Vanneste, L van de Voorde, M Jacobs, D Eekers, ...
Acta Oncologica 54 (9), 1289-1300, 2015
472015
Prognostic value of metabolic metrics extracted from baseline positron emission tomography images in non-small cell lung cancer
S Carvalho, RTH Leijenaar, ER Velazquez, C Oberije, C Parmar, ...
Acta Oncologica 52 (7), 1398-1404, 2013
362013
Evaluating Tumor Response of Non-Small Cell Lung Cancer Patients With 18 F-Fludeoxyglucose Positron Emission Tomography: Potential for Treatment Individualization
I Toma-Dasu, J Uhrdin, M Lazzeroni, S Carvalho, W van Elmpt, P Lambin, ...
International Journal of Radiation Oncology* Biology* Physics 91 (2), 376-384, 2015
242015
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.
S Carvalho, E Troost, J Bons, P Menheere, P Lambin, C Oberije
Radiotherapy and Onocology, 2016
182016
18F-fluorodeoxyglucose positron-emission tomography (FDG-PET)-Radiomics of metastatic lymph nodes and primary tumor in non-small cell lung cancer (NSCLC)–A prospective …
S Carvalho, RTH Leijenaar, EGC Troost, JE van Timmeren, C Oberije, ...
PloS one 13 (3), e0192859, 2018
172018
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
JE van Timmeren, S Carvalho, RTH Leijenaar, EGC Troost, W van Elmpt, ...
PloS one 14 (6), e0217536, 2019
22019
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Articles 1–15