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List of works by Issam El Naqa

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Radiation dose-volume effects in the lung.

scientific article published on March 2010
Prediction of both conserved and nonconserved microRNA targets in animals.

scientific article
Radiation dose-volume effects in the brain.

scientific article published on March 2010
Exploring feature-based approaches in PET images for predicting cancer treatment outcomes.

scientific article published on June 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.

scientific article published on 29 June 2015
Elective clinical target volumes for conformal therapy in anorectal cancer: a radiation therapy oncology group consensus panel contouring atlas.

scientific article published on 29 December 2008
RTOG GU Radiation oncology specialists reach consensus on pelvic lymph node volumes for high-risk prostate cancer

scientific article
Combined PET/CT image characteristics for radiotherapy tumor response in lung cancer

scientific article published on 16 November 2011
Computer-aided detection and diagnosis of breast cancer with mammography: recent advances.

scientific article published on 20 January 2009
Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer.

scientific article published on 31 August 2017
Stereotactic body radiation therapy for early-stage non-small-cell lung cancer: the pattern of failure is distant.

scientific article published on 30 September 2009
Beyond imaging: The promise of radiomics.

scientific article published on 05 June 2017
A fast inverse consistent deformable image registration method based on symmetric optical flow computation

scientific article published on 14 October 2008
Radiation dose-volume effects and the penile bulb

scientific article published on March 2010
Patterns of failure after stereotactic body radiation therapy or lobar resection for clinical stage I non-small-cell lung cancer.

scientific article published in February 2013
4D-CT motion estimation using deformable image registration and 5D respiratory motion modeling.

scientific article published in October 2008
Heart irradiation as a risk factor for radiation pneumonitis.

scientific article
In vivo IVUS-based 3-D fluid-structure interaction models with cyclic bending and anisotropic vessel properties for human atherosclerotic coronary plaque mechanical analysis.

scientific article
Technical note: DIRART--A software suite for deformable image registration and adaptive radiotherapy research.

scientific article
FDG-PET-based prognostic nomograms for locally advanced cervical cancer.

scientific article published on 24 June 2012
Deformable registration of abdominal kilovoltage treatment planning CT and tomotherapy daily megavoltage CT for treatment adaptation

scientific article published on February 2009
The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

scientific article published on 10 March 2020
Early and late lung radiographic injury following stereotactic body radiation therapy (SBRT)

scientific article published on 11 November 2009
Long-term outcome in children treated for craniopharyngioma with and without radiotherapy

scientific article published on 01 February 2008
Comparative methods for PET image segmentation in pharyngolaryngeal squamous cell carcinoma

scientific article published in May 2012
Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers

scientific article published on 13 June 2018
Predicting radiotherapy outcomes using statistical learning techniques.

scientific article
Monte Carlo role in radiobiological modelling of radiotherapy outcomes

scientific article published on 09 May 2012
Event (error and near-miss) reporting and learning system for process improvement in radiation oncology.

scientific article published in September 2010
Dosimetric predictors of chest wall pain after lung stereotactic body radiotherapy

scientific article published on 03 March 2012
Glioblastoma in Children: A Single-Institution Experience

scientific article published on January 8, 2011
Datamining approaches for modeling tumor control probability

scientific article published on 2 March 2010
Developing and Validating a Survival Prediction Model for NSCLC Patients Through Distributed Learning Across 3 Countries.

scientific article published on 24 April 2017
A Bayesian network approach for modeling local failure in lung cancer.

scientific article
Bayesian network ensemble as a multivariate strategy to predict radiation pneumonitis risk

scientific article published on May 2015
Modeling the risk of radiation-induced acute esophagitis for combined Washington University and RTOG trial 93-11 lung cancer patients

scientific article published on 14 June 2011
Unraveling biophysical interactions of radiation pneumonitis in non-small-cell lung cancer via Bayesian network analysis.

scientific article
Tracking of Mesenchymal Stem Cells with Fluorescence Endomicroscopy Imaging in Radiotherapy-Induced Lung Injury

scientific article
Estimation of setup uncertainty using planar and MVCT imaging for gynecologic malignancies.

scientific article published on 4 June 2008
Learning a channelized observer for image quality assessment

scientific article
On the consistency of Monte Carlo track structure DNA damage simulations.

scientific article published on December 2014
Perspectives on making big data analytics work for oncology.

scientific article
Contrasting analytical and data-driven frameworks for radiogenomic modeling of normal tissue toxicities in prostate cancer.

scientific article
Big Data Analytics for Prostate Radiotherapy

scientific article
Technical note: deformable image registration on partially matched images for radiotherapy applications

scientific article published on January 2010
Introduction to Big Data in Radiation Oncology: Exploring Opportunities for Research, Quality Assessment, and Clinical Care

scientific article published in July 2016
Tumor control probability modeling for stereotactic body radiation therapy of early-stage lung cancer using multiple bio-physical models.

scientific article published on 18 November 2016
Radiogenomics and radiotherapy response modeling.

scientific article
Distribution of lung tissue hysteresis during free breathing.

scientific article
Radiomics in precision medicine for lung cancer.

scientific article published in December 2017

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