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Elanchezhian Somasundaram PhD
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Year
Improving image quality and reducing radiation dose for pediatric CT by using deep learning reconstruction
SL Brady, AT Trout, E Somasundaram, CG Anton, Y Li, JR Dillman
Radiology 298 (1), 180-188, 2021
1002021
Quantification of skeletal muscle mass: sarcopenia as a marker of overall health in children and adults
LA Gilligan, AJ Towbin, JR Dillman, E Somasundaram, AT Trout
Pediatric radiology 50, 455-464, 2020
542020
Radiation dose for pediatric CT: comparison of pediatric versus adult imaging facilities
KJ Strauss, E Somasundaram, D Sengupta, JR Marin, SL Brady
Radiology 291 (1), 158-167, 2019
492019
Machine learning prediction of liver stiffness using clinical and T2-weighted MRI radiomic data
L He, H Li, JA Dudley, TC Maloney, SL Brady, E Somasundaram, AT Trout, ...
American Journal of Roentgenology 213 (3), 592-601, 2019
462019
Automated segmentation of abdominal skeletal muscle on pediatric CT scans using deep learning
J Castiglione, E Somasundaram, LA Gilligan, AT Trout, S Brady
Radiology: Artificial Intelligence 3 (2), e200130, 2021
312021
Defining normal ranges of skeletal muscle area and skeletal muscle index in children on CT using an automated deep learning pipeline: implications for sarcopenia diagnosis
E Somasundaram, JA Castiglione, SL Brady, AT Trout
American Journal of Roentgenology 219 (2), 326-336, 2022
142022
DeepLiverNet: a deep transfer learning model for classifying liver stiffness using clinical and T2-weighted magnetic resonance imaging data in children and young adults
H Li, L He, JA Dudley, TC Maloney, E Somasundaram, SL Brady, ...
Pediatric radiology 51, 392-402, 2021
122021
Achievable dose reductions with gonadal shielding for children and adults during abdominal/pelvic radiographic examinations: a Monte Carlo simulation
E Somasundaram, SL Brady, KJ Strauss
Medical Physics 47 (11), 5514-5522, 2020
122020
Fully automated tissue classifier for contrast-enhanced CT scans of adult and pediatric patients
E Somasundaram, J Deaton, R Kaufman, S Brady
Physics in Medicine & Biology 63 (13), 135009, 2018
72018
Application of variational variance reduction for source-detector problems in nuclear non-proliferation
E Somasundaram, T Palmer
Journal of Computational and Theoretical Transport 45 (7), 554-557, 2016
72016
Detection of urinary tract calculi on CT images reconstructed with deep learning algorithms
S Thapaliya, SL Brady, E Somasundaram, CG Anton, BD Coley, ...
Abdominal Radiology, 1-7, 2022
62022
Development and validation of an open source Monte Carlo dosimetry model for wide‐beam CT scanners using Fluka
E Somasundaram, NS Artz, SL Brady
Journal of Applied Clinical Medical Physics 20 (4), 132-147, 2019
52019
Implementation of hybrid variance reduction methods in a multi group Monte Carlo code for deep shielding problems
E Somasundaram, TS Palmer
American Nuclear Society, 555 North Kensington Avenue, La Grange Park, IL …, 2013
52013
Automatic detection of inadequate pediatric lateral neck radiographs of the airway and soft tissues using deep learning
E Somasundaram, JR Dillman, EJ Crotty, AT Trout, AJ Towbin, CG Anton, ...
Radiology: Artificial Intelligence 2 (5), e190226, 2020
32020
Advancements in automated tissue segmentation pipeline for contrast-enhanced CT scans of adult and pediatric patients
E Somasundaram, R Kaufman, S Brady
Medical Imaging 2017: Computer-Aided Diagnosis 10134, 904-916, 2017
32017
Benchmarked simulation of antineutrino source terms for light water reactors during normal operation and diversion scenarios
E Somasundaram
32011
Computed tomography-based measurements of normative liver and spleen volumes in children
V de Padua V. Alves, JR Dillman, E Somasundaram, ZP Taylor, SL Brady, ...
Pediatric Radiology 53 (3), 378-386, 2023
12023
Comparison of a deep learning-based ct reconstruction algorithm (aice) to other reconstruction techniques in a pediatric population
S Brady, E Somasundaram, J Dillman, A Trout
MEDICAL PHYSICS 47 (6), E391-E391, 2020
12020
Limitations of Radiographic FIlm-Based CT Radiation Beam Profile Measurements
N Artz, E Somasundaram, S Brady
MEDICAL PHYSICS 44 (6), 3173-3173, 2017
12017
Application of Advanced Hybrid Transport Methods for Nonproliferation Test Problems
E Somasundaram
12015
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Articles 1–20