‪Issam El Naqa, PhD, FAAPM, FIEEE, FAIMBE‬

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Joseph O. Deasy, PhDMemorial Sloan Kettering Cancer CenterCorreu electrònic verificat a mskcc.org
Jeffrey BradleyUniversity of PennsylvaniaCorreu electrònic verificat a pennmedicine.upenn.edu
Randall K. Ten HakenProfessor of Radiation Oncology, University of MichiganCorreu electrònic verificat a umich.edu
Jan SeuntjensPrincess Margaret Cancer Centre & Medical Biophysics, University of TorontoCorreu electrònic verificat a uhn.ca
Aditya P. ApteMemorial Sloan-Kettering Cancer CenterCorreu electrònic verificat a mskcc.org
Martin Vallières, PhDAssistant Professor, Department of Computer Science, University of SherbrookeCorreu electrònic verificat a usherbrooke.ca
Yi LuoAssistant Professor/Member, Moffitt Cancer CenterCorreu electrònic verificat a moffitt.org
Lise WeiCorreu electrònic verificat a umich.edu
Jeff MichalskiWashington UniversityCorreu electrònic verificat a wustl.edu
Kyle CuneoUniversity of MichiganCorreu electrònic verificat a med.umich.edu
Ibrahim OraiqatPostdoctoral Research Fellow, Radiation Oncology, University of MichiganCorreu electrònic verificat a umich.edu
Feng-Ming (Spring) KongThe University of Hong KongCorreu electrònic verificat a hku.hk
Miles N WernickCTO, ADM Diagnostics / Prof Emeritus, IITCorreu electrònic verificat a iit.edu
Habib Zaidi, FIEEE, FAIMBE, FAAPM,...Full Professor, Geneva University Hospital and University of GenevaCorreu electrònic verificat a unige.ch
Andre DekkerProfessor of Clinical Data Science, MAASTRO Clinic, Maastricht University, GROW, Maastricht UMC+Correu electrònic verificat a maastro.nl
Huan-Hsin TsengBrookhaven National LaboratoryCorreu electrònic verificat a bnl.gov
Matthew SchipperProfessor of Radiation Oncology and Biostatistics, University of MichiganCorreu electrònic verificat a umich.edu
Michele AvanzoDepartment of Medical Physics, Centro di Riferimento Oncologico (CRO) IRCCS di AvianoCorreu electrònic verificat a cro.it
Mathieu HattLaTIM, INSERM UMR 1101, Univ Brest, FranceCorreu electrònic verificat a inserm.fr
Timothy SolbergSenior Advisor, University of WashingtonCorreu electrònic verificat a uw.edu

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Issam El Naqa, PhD, FAAPM, FIEEE, FAIMBE

Chair of Machine Learning, H. Lee Moffitt Cancer Center

Correu electrònic verificat a moffitt.org - Pàgina d'inici

Machine Learning Artificial Intelligence Medical Physics Medical Imaging Radiobiology


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
The image biomarker standardization initiative: standardized quantitative radiomics for high-throughput image-based phenotyping A Zwanenburg, M Vallières, MA Abdalah, HJWL Aerts, V Andrearczyk, ... Radiology 295 (2), 328-338, 2020	3015	2020
What is machine learning? I El Naqa, MJ Murphy Machine learning in radiation oncology: theory and applications, 3-11, 2015	1648	2015
Radiation dose–volume effects in the lung LB Marks, SM Bentzen, JO Deasy, JD Bradley, IS Vogelius, I El Naqa, ... International Journal of Radiation Oncology* Biology* Physics 76 (3), S70-S76, 2010	1273	2010
A radiomics model from joint FDG-PET and MRI texture features for the prediction of lung metastases in soft-tissue sarcomas of the extremities M Vallières, CR Freeman, SR Skamene, I El Naqa Physics in Medicine & Biology 60 (14), 5471, 2015	963	2015
Radiation dose–volume effects in the brain YR Lawrence, XA Li, I El Naqa, CA Hahn, LB Marks, TE Merchant, ... International Journal of Radiation Oncology* Biology* Physics 76 (3), S20-S27, 2010	909	2010
Computer-aided detection and diagnosis of breast cancer with mammography: recent advances J Tang, RM Rangayyan, J Xu, I El Naqa, Y Yang IEEE transactions on information technology in biomedicine 13 (2), 236-251, 2009	870	2009
A support vector machine approach for detection of microcalcifications I El-Naqa, Y Yang, MN Wernick, NP Galatsanos, RM Nishikawa IEEE transactions on medical imaging 21 (12), 1552-1563, 2002	749	2002
Liver metastasis restrains immunotherapy efficacy via macrophage-mediated T cell elimination J Yu, MD Green, S Li, Y Sun, SN Journey, JE Choi, SM Rizvi, A Qin, ... Nature medicine 27 (1), 152-164, 2021	722	2021
Prediction of both conserved and nonconserved microRNA targets in animals X Wang, IM El Naqa Bioinformatics 24 (3), 325-332, 2008	648	2008
Pelvic normal tissue contouring guidelines for radiation therapy: a Radiation Therapy Oncology Group consensus panel atlas HA Gay, HJ Barthold, E O’Meara, WR Bosch, I El Naqa, R Al-Lozi, ... International Journal of Radiation Oncology* Biology* Physics 83 (3), e353-e362, 2012	588	2012
Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer M Vallieres, E Kay-Rivest, LJ Perrin, X Liem, C Furstoss, HJWL Aerts, ... Scientific reports 7 (1), 10117, 2017	586	2017
Exploring feature-based approaches in PET images for predicting cancer treatment outcomes I El Naqa, PW Grigsby, A Apte, E Kidd, E Donnelly, D Khullar, ... Pattern recognition 42 (6), 1162-1171, 2009	548	2009
Elective clinical target volumes for conformal therapy in anorectal cancer: a radiation therapy oncology group consensus panel contouring atlas RJ Myerson, MC Garofalo, I El Naqa, RA Abrams, A Apte, WR Bosch, ... International Journal of Radiation Oncology* Biology* Physics 74 (3), 824-830, 2009	532	2009
Consensus guidelines for delineation of clinical target volume for intensity-modulated pelvic radiotherapy for the definitive treatment of cervix cancer K Lim, W Small Jr, L Portelance, C Creutzberg, IM Jürgenliemk-Schulz, ... International Journal of Radiation Oncology* Biology* Physics 79 (2), 348-355, 2011	518	2011
Beyond imaging: the promise of radiomics M Avanzo, J Stancanello, I El Naqa Physica Medica 38, 122-139, 2017	508	2017
18F-FDG PET uptake characterization through texture analysis: investigating the complementary nature of heterogeneity and functional tumor volume in a multi–cancer site patient … M Hatt, M Majdoub, M Vallières, F Tixier, CC Le Rest, D Groheux, ... Journal of nuclear medicine 56 (1), 38-44, 2015	499	2015
PET-guided delineation of radiation therapy treatment volumes: a survey of image segmentation techniques H Zaidi, I El Naqa European journal of nuclear medicine and molecular imaging 37, 2165-2187, 2010	482	2010
Machine and deep learning methods for radiomics M Avanzo, L Wei, J Stancanello, M Vallieres, A Rao, O Morin, ... Medical physics 47 (5), e185-e202, 2020	449	2020
RTOG GU radiation oncology specialists reach consensus on pelvic lymph node volumes for high-risk prostate cancer CAF Lawton, J Michalski, I El-Naqa, MK Buyyounouski, WR Lee, ... International Journal of Radiation Oncology* Biology* Physics 74 (2), 383-387, 2009	446	2009
Development of RTOG consensus guidelines for the definition of the clinical target volume for postoperative conformal radiation therapy for prostate cancer JM Michalski, C Lawton, I El Naqa, M Ritter, E O'Meara, MJ Seider, ... International Journal of Radiation Oncology* Biology* Physics 76 (2), 361-368, 2010	433	2010

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