Issam El Naqa, PhD, FAAPM, FIEEE
Issam El Naqa, PhD, FAAPM, FIEEE
Chair of Machine Learning, H. Lee Moffitt Cancer Center
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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
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
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
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
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
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
Prediction of both conserved and nonconserved microRNA targets in animals
X Wang, IM El Naqa
Bioinformatics 24 (3), 325-332, 2008
What is machine learning?
I El Naqa, MJ Murphy
machine learning in radiation oncology, 3-11, 2015
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
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
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
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
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 (11), 2165-2187, 2010
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
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
A miR-200 microRNA cluster as prognostic marker in advanced ovarian cancer
X Hu, DM Macdonald, PC Huettner, Z Feng, IM El Naqa, JK Schwarz, ...
Gynecologic oncology 114 (3), 457-464, 2009
A similarity learning approach to content-based image retrieval: application to digital mammography
I El-Naqa, Y Yang, NP Galatsanos, RM Nishikawa, MN Wernick
IEEE transactions on medical imaging 23 (10), 1233-1244, 2004
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), 1-14, 2017
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
Beyond imaging: the promise of radiomics
M Avanzo, J Stancanello, I El Naqa
Physica Medica 38, 122-139, 2017
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Artículos 1–20