This profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a McGill University directory, so their courses may be missing. Find their university profile.
Research
Latest papers
Quantitative Molecular Positron Emission Tomography Imaging Using Advanced Deep Learning Techniques.
Annual review of biomedical engineering · 2021 · senior author
The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping.
Radiology · 2020
Enhancement of multimodality texture-based prediction models via optimization of PET and MR image acquisition protocols: a proof of concept.
Physics in medicine and biology · 2017 · senior author
Latest funding
- $394,720
Hybrid Image Analysis for Radiotherapy
CIHR · 2014 · Nominated PI
- $1,650,000
NSERC CREATE: Medical Physics Research Training Network (MPRTN)
NSERC · 2013 · Co-investigator
- $325,851
Nanoparticle-aided radiation therapy with scintillating high Z materials
CIHR · 2013 · Co-investigator
15 publications.
Quantitative Molecular Positron Emission Tomography Imaging Using Advanced Deep Learning Techniques.
Zaidi H, El Naqa I
The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping.
Zwanenburg A, Vallières M, Abdalah MA, Aerts HJWL, Andrearczyk V, Apte A, Ashrafinia S, Bakas S, Beukinga RJ, Boellaard R, Bogowicz M, Boldrini L, Buvat I, Cook GJR, Davatzikos C, Depeursinge A, Desseroit MC, Dinapoli N, Dinh CV, Echegaray S, El Naqa I, Fedorov AY, Gatta R, Gillies RJ, Goh V, Götz M, Guckenberger M, Ha SM, Hatt M, Isensee F, Lambin P, Leger S, Leijenaar RTH, Lenkowicz J, Lippert F, Losnegård A, Maier-Hein KH, Morin O, Müller H, Napel S, Nioche C, Orlhac F, Pati S, Pfaehler EAG, Rahmim A, Rao AUK, Scherer J, Siddique MM, Sijtsema NM, Socarras Fernandez J, Spezi E, Steenbakkers RJHM, Tanadini-Lang S, Thorwarth D, Troost EGC, Upadhaya T, Valentini V, van Dijk LV, van Griethuysen J, van Velden FHP, Whybra P, Richter C, Löck S
Enhancement of multimodality texture-based prediction models via optimization of PET and MR image acquisition protocols: a proof of concept.
Vallières M, Laberge S, Diamant A, El Naqa I
Tracking of Mesenchymal Stem Cells with Fluorescence Endomicroscopy Imaging in Radiotherapy-Induced Lung Injury.
Perez JR, Ybarra N, Chagnon F, Serban M, Lee S, Seuntjens J, Lesur O, El Naqa I
Proton and light ion RBE for the induction of direct DNA double strand breaks.
Pater P, Bäckstöm G, Villegas F, Ahnesjö A, Enger SA, Seuntjens J, El Naqa I
Mesenchymal Stem Cells Adopt Lung Cell Phenotype in Normal and Radiation-induced Lung Injury Conditions.
Maria OM, Maria AM, Ybarra N, Jeyaseelan K, Lee S, Perez J, Shalaby MY, Lehnert S, Faria S, Serban M, Seuntjens J, El Naqa I
Bayesian network ensemble as a multivariate strategy to predict radiation pneumonitis risk.
Lee S, Ybarra N, Jeyaseelan K, Faria S, Kopek N, Brisebois P, Bradley JD, Robinson C, Seuntjens J, El Naqa I
Variability in clinical target volume delineation for intensity modulated radiation therapy in 3 challenging cervix cancer scenarios.
Lim K, Erickson B, Jürgenliemk-Schulz IM, Gaffney D, Creutzberg CL, Viswanathan A, Portelance L, Beriwal S, Wolfson A, Bosch W, De Los Santos J, Yashar C, Jhingran A, Varia M, El Naqa I, King B, Fyles A
Contrasting analytical and data-driven frameworks for radiogenomic modeling of normal tissue toxicities in prostate cancer.
Coates J, Jeyaseelan AK, Ybarra N, David M, Faria S, Souhami L, Cury F, Duclos M, El Naqa I
18F-FDG PET uptake characterization through texture analysis: investigating the complementary nature of heterogeneity and functional tumor volume in a multi-cancer site patient cohort.
Hatt M, Majdoub M, Vallières M, Tixier F, Le Rest CC, Groheux D, Hindié E, Martineau A, Pradier O, Hustinx R, Perdrisot R, Guillevin R, El Naqa I, Visvikis D
Hybrid Image Analysis for Radiotherapy
Principal investigators: El Naqa, Issam M
Keywords: Cancer; Dose Painting; Image Analysis; Machine Learning; Medical Physics; Multimodality Imaging; Outcomes Modeling; Radiomics; Radiotherapy
NSERC CREATE: Medical Physics Research Training Network (MPRTN)
Principal investigators: Seuntjens, Jan
Nanoparticle-aided radiation therapy with scintillating high Z materials
Principal investigators: Nadeau, Jay Louise
Keywords: Cancer; Contrast Agents; Gold; Lanthanum Fluoride; Nanoparticles; Radiation Therapy; Radiosensitization
Modelling of Radiotherapy Induced Damage in Locally Advanced Lung Cancer by a Novel System Radiobiology Approach
Principal investigators: El Naqa, Issam M
Keywords: Biomarkers; Medical Physics; Normal Tissue Toxicities; Proteomics; Radiation Therapy; Response Prediction; Systems Biology; Treatment Planning
A real-time framework for image-guided adaptive radiotherapy
Principal investigators: ElNaqa, Issam
Modelling of Radiotherapy Induced Damage in Locally Advanced Lung Cancer by a Novel System Radiobiology Approach
Principal investigators: El Naqa, Issam M
Keywords: Biomarkers; Medical Physics; Normal Tissue Toxicities; Patient-Oriented Research; Proteomics; Radiation Therapy; Response Prediction; Systems Biology; Treatment Planning
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Oncology
- Medical Physics
- Medical Imaging
- Médecine
- Other
Co-authors at McGill University, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
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