Somasundaram E - Search Results

1

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.

Somasundaram E, Castiglione JA, Brady SL, Trout AT. Somasundaram E, et al. AJR Am J Roentgenol. 2022 Aug;219(2):326-336. doi: 10.2214/AJR.21.27239. Epub 2022 Mar 2. AJR Am J Roentgenol. 2022. PMID: 35234481

2

Improving Image Quality and Reducing Radiation Dose for Pediatric CT by Using Deep Learning Reconstruction.

Brady SL, Trout AT, Somasundaram E, Anton CG, Li Y, Dillman JR. Brady SL, et al. Among authors: somasundaram e. Radiology. 2021 Jan;298(1):180-188. doi: 10.1148/radiol.2020202317. Epub 2020 Nov 17. Radiology. 2021. PMID: 33201790

3

Automated Segmentation of Abdominal Skeletal Muscle on Pediatric CT Scans Using Deep Learning.

Castiglione J, Somasundaram E, Gilligan LA, Trout AT, Brady S. Castiglione J, et al. Among authors: somasundaram e. Radiol Artif Intell. 2021 Jan 6;3(2):e200130. doi: 10.1148/ryai.2021200130. eCollection 2021 Mar. Radiol Artif Intell. 2021. PMID: 33937859 Free PMC article.

4

Machine Learning Prediction of Liver Stiffness Using Clinical and T2-Weighted MRI Radiomic Data.

He L, Li H, Dudley JA, Maloney TC, Brady SL, Somasundaram E, Trout AT, Dillman JR. He L, et al. Among authors: somasundaram e. AJR Am J Roentgenol. 2019 Sep;213(3):592-601. doi: 10.2214/AJR.19.21082. Epub 2019 May 23. AJR Am J Roentgenol. 2019. PMID: 31120779

5

Quantification of skeletal muscle mass: sarcopenia as a marker of overall health in children and adults.

Gilligan LA, Towbin AJ, Dillman JR, Somasundaram E, Trout AT. Gilligan LA, et al. Among authors: somasundaram e. Pediatr Radiol. 2020 Apr;50(4):455-464. doi: 10.1007/s00247-019-04562-7. Epub 2019 Nov 20. Pediatr Radiol. 2020. PMID: 31745597 Review.

6

Detection of urinary tract calculi on CT images reconstructed with deep learning algorithms.

Thapaliya S, Brady SL, Somasundaram E, Anton CG, Coley BD, Towbin AJ, Zhang B, Dillman JR, Trout AT. Thapaliya S, et al. Among authors: somasundaram e. Abdom Radiol (NY). 2022 Jan;47(1):265-271. doi: 10.1007/s00261-021-03274-7. Epub 2021 Oct 4. Abdom Radiol (NY). 2022. PMID: 34605964

7

Fully automated tissue classifier for contrast-enhanced CT scans of adult and pediatric patients.

Somasundaram E, Deaton J, Kaufman R, Brady S. Somasundaram E, et al. Phys Med Biol. 2018 Jun 27;63(13):135009. doi: 10.1088/1361-6560/aac944. Phys Med Biol. 2018. PMID: 29851653 Free PMC article.

8

Radiation Dose for Pediatric CT: Comparison of Pediatric versus Adult Imaging Facilities.

Strauss KJ, Somasundaram E, Sengupta D, Marin JR, Brady SL. Strauss KJ, et al. Among authors: somasundaram e. Radiology. 2019 Apr;291(1):158-167. doi: 10.1148/radiol.2019181753. Epub 2019 Feb 5. Radiology. 2019. PMID: 30720404

9

Automatic Detection of Inadequate Pediatric Lateral Neck Radiographs of the Airway and Soft Tissues using Deep Learning.

Somasundaram E, Dillman JR, Crotty EJ, Trout AT, Towbin AJ, Anton CG, Logan A, Wieland CA, Felekey S, Coley BD, Brady SL. Somasundaram E, et al. Radiol Artif Intell. 2020 Sep 30;2(5):e190226. doi: 10.1148/ryai.2020190226. eCollection 2020 Sep. Radiol Artif Intell. 2020. PMID: 33937841 Free PMC article.

10

Development and validation of an open source Monte Carlo dosimetry model for wide-beam CT scanners using Fluka.

Somasundaram E, Artz NS, Brady SL. Somasundaram E, et al. J Appl Clin Med Phys. 2019 Apr;20(4):132-147. doi: 10.1002/acm2.12559. Epub 2019 Mar 9. J Appl Clin Med Phys. 2019. PMID: 30851155 Free PMC article.

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