Chintan Parmar
Chintan Parmar
Novartis Institutes for Biomedical Research (Current) | Harvard-DFCI-BWH (Previous)
Verified email at dfci.harvard.edu
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, 4006, 2014
15902014
Machine learning methods for quantitative radiomic biomarkers
C Parmar, P Grossmann, J Bussink, P Lambin, HJWL Aerts
Scientific reports 5, 13087, 2015
3042015
Computational radiomics system to decode the radiographic phenotype
JJM Van Griethuysen, A Fedorov, C Parmar, A Hosny, N Aucoin, ...
Cancer research 77 (21), e104-e107, 2017
2952017
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
2272014
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
2222013
Radiomic feature clusters and prognostic signatures specific for lung and head & neck cancer
C Parmar, RTH Leijenaar, P Grossmann, ER Velazquez, J Bussink, ...
Scientific reports 5, 11044, 2015
2202015
Artificial intelligence in radiology
A Hosny, C Parmar, J Quackenbush, LH Schwartz, HJWL Aerts
Nature Reviews Cancer 18 (8), 500-510, 2018
1272018
Exploratory study to identify radiomics classifiers for lung cancer histology
W Wu, C Parmar, P Grossmann, J Quackenbush, P Lambin, J Bussink, ...
Frontiers in oncology 6, 71, 2016
1242016
Radiomic machine-learning classifiers for prognostic biomarkers of head and neck cancer
C Parmar, P Grossmann, D Rietveld, MM Rietbergen, P Lambin, ...
Frontiers in oncology 5, 272, 2015
1232015
Volumetric CT-based segmentation of NSCLC using 3D-Slicer
ER Velazquez, C Parmar, M Jermoumi, RH Mak, A Van Baardwijk, ...
Scientific reports 3, 3529, 2013
1072013
Somatic mutations drive distinct imaging phenotypes in lung cancer
ER Velazquez, C Parmar, Y Liu, TP Coroller, G Cruz, O Stringfield, Z Ye, ...
Cancer research 77 (14), 3922-3930, 2017
872017
Defining the biological basis of radiomic phenotypes in lung cancer
P Grossmann, O Stringfield, N El-Hachem, MM Bui, ER Velazquez, ...
Elife 6, e23421, 2017
712017
Deep Learning for Fully-Automated Localization and Segmentation of Rectal Cancer on Multiparametric MR
HJWLA Stefano Trebeschi, Joost JM van Griethuysen, Doenja MJ Lambregts, Max ...
Scientific Reports 7 (1), 5301, 2017
692017
Associations between somatic mutations and metabolic imaging phenotypes in non–small cell lung cancer
SSF Yip, J Kim, TP Coroller, C Parmar, ER Velazquez, E Huynh, RH Mak, ...
Journal of Nuclear Medicine 58 (4), 569-576, 2017
552017
Associations of radiomic data extracted from static and respiratory-gated CT scans with disease recurrence in lung cancer patients treated with SBRT
E Huynh, TP Coroller, V Narayan, V Agrawal, J Romano, I Franco, ...
PLoS One 12 (1), e0169172, 2017
362017
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
352013
Data from NSCLC-radiomics
H Aerts, E Rios Velazquez, RTH Leijenaar, C Parmar, P Grossmann, ...
The cancer imaging archive, 2015
332015
Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach. Nat Commun. 2014; 5: 4006
HJ Aerts, ER Velazquez, RT Leijenaar, C Parmar, P Grossmann, ...
Epub 2014/06/04. PubMed PubMedCentral, 2014
332014
Deep learning for lung cancer prognostication: A retrospective multi-cohort radiomics study
A Hosny, C Parmar, TP Coroller, P Grossmann, R Zeleznik, A Kumar, ...
PLoS medicine 15 (11), e1002711, 2018
302018
Radiographic prediction of meningioma grade by semantic and radiomic features
TP Coroller, WL Bi, E Huynh, M Abedalthagafi, AA Aizer, NF Greenwald, ...
PloS one 12 (11), e0187908, 2017
252017
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