Patrick Grossmann
Patrick Grossmann
Ph.D. Candidate conducting research at Harvard Medical School, Dana-Farber Cancer Institute, BWH
Verified email at jimmy.harvard.edu - Homepage
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
16402014
CT-based radiomic signature predicts distant metastasis in lung adenocarcinoma
TP Coroller, P Grossmann, Y Hou, ER Velazquez, RTH Leijenaar, ...
Radiotherapy and Oncology 114 (3), 345-350, 2015
3312015
Machine learning methods for quantitative radiomic biomarkers
C Parmar, P Grossmann, J Bussink, P Lambin, HJWL Aerts
Scientific reports 5, 13087, 2015
3162015
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
2252015
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
1282015
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
1262016
Radiomic phenotype features predict pathological response in non-small cell lung cancer
TP Coroller, V Agrawal, V Narayan, Y Hou, P Grossmann, SW Lee, ...
Radiotherapy and Oncology 119 (3), 480-486, 2016
1202016
Integration of TP53, DREAM, MMB-FOXM1 and RB-E2F target gene analyses identifies cell cycle gene regulatory networks
M Fischer, P Grossmann, M Padi, JA DeCaprio
Nucleic Acids Research, gkw523, 2016
872016
Defining a radiomic response phenotype: a pilot study using targeted therapy in NSCLC
HJWL Aerts, P Grossmann, Y Tan, GR Oxnard, N Rizvi, LH Schwartz, ...
Scientific reports 6, 33860, 2016
812016
PharmacoGx: an R package for analysis of large pharmacogenomic datasets
P Smirnov, Z Safikhani, N El-Hachem, D Wang, A She, C Olsen, ...
Bioinformatics 32 (8), 1244-1246, 2015
802015
PharmacoGx: an R package for analysis of large pharmacogenomic datasets
BHK Petr Smirnov, Zhaleh Safikhani, Nehme El-Hachem, Dong Wang, Adrian She ...
Bioinformatics 32 (8), 1244-1246, 2015
802015
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
742017
Somatic mutations associated with MRI-derived volumetric features in glioblastoma
DA Gutman, WD Dunn, P Grossmann, LAD Cooper, CA Holder, KL Ligon, ...
Neuroradiology 57 (12), 1227-1237, 2015
572015
Imaging-genomics reveals driving pathways of MRI derived volumetric tumor phenotype features in Glioblastoma
P Grossmann, DA Gutman, WD Dunn, CA Holder, HJWL Aerts
BMC cancer 16 (1), 611, 2016
412016
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
372014
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
352018
Quantitative imaging biomarkers for risk stratification of patients with recurrent glioblastoma treated with bevacizumab
P Grossmann, V Narayan, K Chang, R Rahman, L Abrey, DA Reardon, ...
Neuro-oncology 19 (12), 1688-1697, 2017
342017
Data from NSCLC-radiomics
H Aerts, E Rios Velazquez, RTH Leijenaar, C Parmar, P Grossmann, ...
The cancer imaging archive, 2015
342015
Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach. Nat Commun 5: 4006
HJ Aerts, ER Velazquez, RT Leijenaar, C Parmar, P Grossmann, ...
212014
Characterization of Conserved Toxicogenomic Responses in Chemically Exposed Hepatocytes across Species and Platforms
N El-Hachem, P Grossmann, A Blanchet-Cohen, AR Bateman, ...
Environmental Health Perspectives 124 (3), 2016
122016
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Articles 1–20