Hugo Aerts - Google Scholar Citations

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Emmanuel Rios VelazquezResearcher @ imec The NetherlandsVerified email at imec-nl.nl
Andre DekkerProfessor of Clinical Data Science, MAASTRO Clinic, Maastricht University, GROW, Maastricht UMC+Verified email at maastro.nl
Chintan ParmarNovartis Institutes for Biomedical Research (Current) | Harvard-DFCI-BWH (Previous)Verified email at dfci.harvard.edu
Raymond H. MakAssociate Professor of Radiation Oncology, Brigham and Women's Hospital/Dana-Farber Cancer InstituteVerified email at lroc.harvard.edu
Patrick GrossmannPh.D. Candidate conducting research at Harvard Medical School, Dana-Farber Cancer Institute, BWHVerified email at jimmy.harvard.edu
Robert GilliesChair of Cancer Imaging and Metabolism, H. Lee Moffitt Cancer CenterVerified email at moffitt.org
Benjamin Haibe-KainsScientist (Principal Investigator), Princess Margaret Cancer Centre, University Health NetworkVerified email at uhnresearch.ca
Thibaud CorollerResearcher @ NovartisVerified email at novartis.com
John QuackenbushHarvard T.H. Chan School of Public Health, Channing Division of Network Medicine, and Dana-FarberVerified email at hsph.harvard.edu
Nicolai Juul BirkbakAssociate professor, Department of Molecular Medicine (MOMA), Aarhus UniversityVerified email at clin.au.dk
Andrew H. BeckCo-Founder and CEO at PathAIVerified email at PathAI.com
Elizabeth HuynhHarvard Medical SchoolVerified email at lroc.harvard.edu
Bradly WoutersPrincess Margaret Cancer CentreVerified email at uhnresearch.ca
Dmitry GoldgofProfessor of Computer Science and Engineering, University of South Florida, Moffitt Cancer CenterVerified email at mail.usf.edu
Ronald BoellaardProfessor Clinical Physics of Positron Emission Tomography, VUmc, AmsterdamVerified email at vumc.nl
Udo HoffmannProfessor of Radiology, Harvard University, Massachusetts General HospitalVerified email at mgh.harvard.edu
Matthew B. Schabath, Ph.D.H. Lee Moffitt Cancer Center & Research InstituteVerified email at moffitt.org
Anna GoldenbergScientist, SickKids Research Institute; Assistant Professor Department of Computer Science, University of TorontoVerified email at utoronto.ca
Walter H BackesProfessor of Medical Physics, Department of Radiology, Maastricht University Medical CenterVerified email at maastrichtuniversity.nl
David GutmanAssistant Professor of Neurology, Psychiatry, Biomedical Informatics, Emory UniversityVerified email at emory.edu

Hugo Aerts

Director AIM @ Harvard-BWH; DFCI; MGH

Verified email at dfci.harvard.edu - Homepage

Deep Learning Artificial Intelligence Bioinformatics Radiomics Radiogenomics


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Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach HJWL Aerts, ER Velazquez, RTH Leijenaar, C Parmar, P Grossmann, ... Nature communications 5 (1), 1-9, 2014	1879	2014
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	1441	2012
Radiomics: the process and the challenges V Kumar, Y Gu, S Basu, A Berglund, SA Eschrich, MB Schabath, K Forster, ... Magnetic resonance imaging 30 (9), 1234-1248, 2012	839	2012
Tracking the evolution of non–small-cell lung cancer M Jamal-Hanjani, GA Wilson, N McGranahan, NJ Birkbak, TBK Watkins, ... New England Journal of Medicine 376 (22), 2109-2121, 2017	764	2017
Phylogenetic ctDNA analysis depicts early-stage lung cancer evolution C Abbosh, NJ Birkbak, GA Wilson, M Jamal-Hanjani, T Constantin, ... Nature 545 (7655), 446-451, 2017	519	2017
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	437	2017
Machine learning methods for quantitative radiomic biomarkers C Parmar, P Grossmann, J Bussink, P Lambin, HJWL Aerts Scientific reports 5, 13087, 2015	376	2015
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	360	2015
Inconsistency in large pharmacogenomic studies B Haibe-Kains, N El-Hachem, NJ Birkbak, AC Jin, AH Beck, HJWL Aerts, ... Nature 504 (7480), 389-393, 2013	360	2013
Imaging biomarker roadmap for cancer studies JPB O'Connor, EO Aboagye, JE Adams, HJWL Aerts, SF Barrington, ... Nature reviews Clinical oncology 14 (3), 169-186, 2017	358	2017
Applications and limitations of radiomics SSF Yip, HJWL Aerts Physics in Medicine & Biology 61 (13), R150, 2016	310	2016
Predicting outcomes in radiation oncology—multifactorial decision support systems P Lambin, RGPM Van Stiphout, MHW Starmans, E Rios-Velazquez, ... Nature reviews Clinical oncology 10 (1), 27-40, 2013	287	2013
Robust radiomics feature quantification using semiautomatic volumetric segmentation C Parmar, ER Velazquez, R Leijenaar, M Jermoumi, S Carvalho, RH Mak, ... PloS one 9 (7), 2014	262	2014
Allele-specific HLA loss and immune escape in lung cancer evolution N McGranahan, R Rosenthal, CT Hiley, AJ Rowan, TBK Watkins, ... Cell 171 (6), 1259-1271. e11, 2017	258	2017
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	250	2015
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	247	2013
Artificial intelligence in radiology A Hosny, C Parmar, J Quackenbush, LH Schwartz, HJWL Aerts Nature Reviews Cancer 18 (8), 500-510, 2018	224	2018
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, WJ Van Elmpt, EGC Troost, ... Scientific reports 5, 11075, 2015	205	2015
Disparity between in vivo EGFR expression and 89Zr-labeled cetuximab uptake assessed with PET HJWL Aerts, L Dubois, L Perk, P Vermaelen, GAMS van Dongen, ... Journal of Nuclear Medicine 50 (1), 123-131, 2009	197	2009
Identification of residual metabolic-active areas within individual NSCLC tumours using a pre-radiotherapy 18Fluorodeoxyglucose-PET-CT scan HJWL Aerts, AAW van Baardwijk, SF Petit, C Offermann, J van Loon, ... Radiotherapy and oncology 91 (3), 386-392, 2009	196	2009

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