Please use this identifier to cite or link to this item: https://doi.org/10.3390/jcm11175151
Title: Radiomics in Urolithiasis: Systematic Review of Current Applications, Limitations, and Future Directions
Authors: Lim, Ee Jean 
Castellani, Daniele
So, Wei Zheng
Fong, Khi Yung
Li, Jing Qiu
Tiong, Ho Yee 
Gadzhiev, Nariman
Heng, Chin Tiong 
Teoh, Jeremy Yuen-Chun
Naik, Nithesh
Ghani, Khurshid
Sarica, Kemal
De La Rosette, Jean
Somani, Bhaskar
Gauhar, Vineet
Keywords: Science & Technology
Life Sciences & Biomedicine
Medicine, General & Internal
General & Internal Medicine
radiomics
urolithiasis
therapeutic applications
COMPUTED-TOMOGRAPHY
PREDICTION
IMAGES
Issue Date: 1-Sep-2022
Publisher: MDPI
Citation: Lim, Ee Jean, Castellani, Daniele, So, Wei Zheng, Fong, Khi Yung, Li, Jing Qiu, Tiong, Ho Yee, Gadzhiev, Nariman, Heng, Chin Tiong, Teoh, Jeremy Yuen-Chun, Naik, Nithesh, Ghani, Khurshid, Sarica, Kemal, De La Rosette, Jean, Somani, Bhaskar, Gauhar, Vineet (2022-09-01). Radiomics in Urolithiasis: Systematic Review of Current Applications, Limitations, and Future Directions. JOURNAL OF CLINICAL MEDICINE 11 (17). ScholarBank@NUS Repository. https://doi.org/10.3390/jcm11175151
Abstract: Radiomics is increasingly applied to the diagnosis, management, and outcome prediction of various urological conditions. Urolithiasis is a common benign condition with a high incidence and recurrence rate. The purpose of this scoping review is to evaluate the current evidence of the application of radiomics in urolithiasis, especially its utility in diagnostics and therapeutics. An electronic literature search on radiomics in the setting of urolithiasis was conducted on PubMed, EMBASE, and Scopus from inception to 21 March 2022. A total of 7 studies were included. Radiomics has been successfully applied in the field of urolithiasis to differentiate phleboliths from calculi and classify stone types and composition pre-operatively. More importantly, it has also been utilized to predict outcomes and complications after endourological procedures. Although radiomics in urolithiasis is still in its infancy, it has the potential for large-scale implementation. Its greatest potential lies in the correlation with conventional established diagnostic and therapeutic factors.
Source Title: JOURNAL OF CLINICAL MEDICINE
URI: https://scholarbank.nus.edu.sg/handle/10635/234461
ISSN: 2077-0383
DOI: 10.3390/jcm11175151
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