Sagreiya H - Search Results

1

Quantification of abdominal fat from computed tomography using deep learning and its association with electronic health records in an academic biobank.

MacLean MT, Jehangir Q, Vujkovic M, Ko YA, Litt H, Borthakur A, Sagreiya H, Rosen M, Mankoff DA, Schnall MD, Shou H, Chirinos J, Damrauer SM, Torigian DA, Carr R, Rader DJ, Witschey WR. MacLean MT, et al. Among authors: sagreiya h. J Am Med Inform Assoc. 2021 Jun 12;28(6):1178-1187. doi: 10.1093/jamia/ocaa342. J Am Med Inform Assoc. 2021. PMID: 33576413 Free PMC article.

2

Strategies for Implementing Machine Learning Algorithms in the Clinical Practice of Radiology.

Chae A, Yao MS, Sagreiya H, Goldberg AD, Chatterjee N, MacLean MT, Duda J, Elahi A, Borthakur A, Ritchie MD, Rader D, Kahn CE, Witschey WR, Gee JC. Chae A, et al. Among authors: sagreiya h. Radiology. 2024 Jan;310(1):e223170. doi: 10.1148/radiol.223170. Radiology. 2024. PMID: 38259208 Review.

3

Deep Learning in Kidney Ultrasound: Overview, Frontiers, and Challenges.

De Jesus-Rodriguez HJ, Morgan MA, Sagreiya H. De Jesus-Rodriguez HJ, et al. Among authors: sagreiya h. Adv Chronic Kidney Dis. 2021 May;28(3):262-269. doi: 10.1053/j.ackd.2021.07.004. Adv Chronic Kidney Dis. 2021. PMID: 34906311 Review.

4

Finding the Pieces to Treat the Whole: Using Radiomics to Identify Tumor Habitats.

Sagreiya H. Sagreiya H. Radiol Artif Intell. 2024 Mar;6(2):e230547. doi: 10.1148/ryai.230547. Radiol Artif Intell. 2024. PMID: 38416038 Free PMC article. No abstract available.

5

Automatic inference of BI-RADS final assessment categories from narrative mammography report findings.

Banerjee I, Bozkurt S, Alkim E, Sagreiya H, Kurian AW, Rubin DL. Banerjee I, et al. Among authors: sagreiya h. J Biomed Inform. 2019 Apr;92:103137. doi: 10.1016/j.jbi.2019.103137. Epub 2019 Feb 23. J Biomed Inform. 2019. PMID: 30807833 Free PMC article.

6

Automated Lung Ultrasound Pulmonary Disease Quantification Using an Unsupervised Machine Learning Technique for COVID-19.

Sagreiya H, Jacobs MA, Akhbardeh A. Sagreiya H, et al. Diagnostics (Basel). 2023 Aug 16;13(16):2692. doi: 10.3390/diagnostics13162692. Diagnostics (Basel). 2023. PMID: 37627951 Free PMC article.

7

The utility of general purpose versus specialty clinical databases for research: warfarin dose estimation from extracted clinical variables.

Sagreiya H, Altman RB. Sagreiya H, et al. J Biomed Inform. 2010 Oct;43(5):747-51. doi: 10.1016/j.jbi.2010.03.014. Epub 2010 Apr 2. J Biomed Inform. 2010. PMID: 20363365 Free PMC article.

8

A multi-model framework to estimate perfusion parameters using contrast-enhanced ultrasound imaging.

Akhbardeh A, Sagreiya H, El Kaffas A, Willmann JK, Rubin DL. Akhbardeh A, et al. Among authors: sagreiya h. Med Phys. 2019 Feb;46(2):590-600. doi: 10.1002/mp.13340. Epub 2019 Jan 21. Med Phys. 2019. PMID: 30554408 Free PMC article.

9

A New Multimodel Machine Learning Framework to Improve Hepatic Fibrosis Grading Using Ultrasound Elastography Systems from Different Vendors.

Durot I, Akhbardeh A, Sagreiya H, Loening AM, Rubin DL. Durot I, et al. Among authors: sagreiya h. Ultrasound Med Biol. 2020 Jan;46(1):26-33. doi: 10.1016/j.ultrasmedbio.2019.09.004. Epub 2019 Oct 11. Ultrasound Med Biol. 2020. PMID: 31611074 Free PMC article.

10

Spatial Characterization of Tumor Perfusion Properties from 3D DCE-US Perfusion Maps are Early Predictors of Cancer Treatment Response.

El Kaffas A, Hoogi A, Zhou J, Durot I, Wang H, Rosenberg J, Tseng A, Sagreiya H, Akhbardeh A, Rubin DL, Kamaya A, Hristov D, Willmann JK. El Kaffas A, et al. Among authors: sagreiya h. Sci Rep. 2020 Apr 24;10(1):6996. doi: 10.1038/s41598-020-63810-1. Sci Rep. 2020. PMID: 32332790 Free PMC article.

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