Radiomics analysis in medical imaging research

doi:10.1002/jmrs.662

Editorial

. 2023 Mar;70(1):3-7.

doi: 10.1002/jmrs.662. Epub 2023 Feb 10.

Radiomics analysis in medical imaging research

Mahmoud Elmahdy^{1

2}, Ronnie Sebro^{1

2

3

4}

Affiliations

¹ Department of Radiology, Mayo Clinic, Jacksonville, Florida, USA.
² Center for Augmented Intelligence, Mayo Clinic, Jacksonville, Florida, USA.
³ Department of Orthopedic Surgery, Mayo Clinic, Jacksonville, Florida, USA.
⁴ Department of Biostatistics, Centre for Quantitative Health Sciences, Jacksonville, Florida, USA.

PMID: 36762402
PMCID: PMC9977659
DOI: 10.1002/jmrs.662

Editorial

Radiomics analysis in medical imaging research

Mahmoud Elmahdy et al. J Med Radiat Sci. 2023 Mar.

. 2023 Mar;70(1):3-7.

doi: 10.1002/jmrs.662. Epub 2023 Feb 10.

Authors

Mahmoud Elmahdy^{1

2}, Ronnie Sebro^{1

2

3

4}

Affiliations

¹ Department of Radiology, Mayo Clinic, Jacksonville, Florida, USA.
² Center for Augmented Intelligence, Mayo Clinic, Jacksonville, Florida, USA.
³ Department of Orthopedic Surgery, Mayo Clinic, Jacksonville, Florida, USA.
⁴ Department of Biostatistics, Centre for Quantitative Health Sciences, Jacksonville, Florida, USA.

PMID: 36762402
PMCID: PMC9977659
DOI: 10.1002/jmrs.662

Abstract

This article discusses the current research in the field of radiomics in medical imaging with emphasis on its role in fighting coronavirus disease 2019 (COVID-19). This article covers the building of radiomic models in a simple straightforward manner, while discussing radiomic models potential to help us face this pandemic.

© 2023 The Authors. Journal of Medical Radiation Sciences published by John Wiley & Sons Australia, Ltd on behalf of Australian Society of Medical Imaging and Radiation Therapy and New Zealand Institute of Medical Radiation Technology.

PubMed Disclaimer

Conflict of interest statement

The author declares no conflict of interest.

Figures

**Figure 1**
Steps of radiomics analysis in medical imaging research.

See this image and copyright information in PMC

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References

1. Gillies RJ, Kinahan PE, Hricak H. Radiomics: Images are more than pictures, they are data. Radiology 2016; 278: 563–77. - PMC - PubMed
1. van Timmeren JE, Cester D, Tanadini‐Lang S, Alkadhi H, Baessler B. Radiomics in medical imaging‐"how‐to" guide and critical reflection. Insights Imaging 2020; 11: 91. - PMC - PubMed
1. Shur JD, Doran SJ, Kumar S, et al. Radiomics in oncology: A practical guide. Radiographics 2021; 41: 1717–32. - PMC - PubMed
1. Ibrahim A, Primakov S, Beuque M, et al. Radiomics for precision medicine: Current challenges, future prospects, and the proposal of a new framework. Methods 2021; 188: 20–9. - PubMed
1. Shui L, Ren H, Yang X, et al. The era of radiogenomics in precision medicine: An emerging approach to support diagnosis, treatment decisions, and prognostication in oncology. Front Oncol 2020; 10: 570465. - PMC - PubMed

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[1] Gillies RJ, Kinahan PE, Hricak H. Radiomics: Images are more than pictures, they are data. Radiology 2016; 278: 563–77. - PMC - PubMed

[2] Gillies RJ, Kinahan PE, Hricak H. Radiomics: Images are more than pictures, they are data. Radiology 2016; 278: 563–77. - PMC - PubMed

[3] van Timmeren JE, Cester D, Tanadini‐Lang S, Alkadhi H, Baessler B. Radiomics in medical imaging‐"how‐to" guide and critical reflection. Insights Imaging 2020; 11: 91. - PMC - PubMed

[4] van Timmeren JE, Cester D, Tanadini‐Lang S, Alkadhi H, Baessler B. Radiomics in medical imaging‐"how‐to" guide and critical reflection. Insights Imaging 2020; 11: 91. - PMC - PubMed

[5] Shur JD, Doran SJ, Kumar S, et al. Radiomics in oncology: A practical guide. Radiographics 2021; 41: 1717–32. - PMC - PubMed

[6] Shur JD, Doran SJ, Kumar S, et al. Radiomics in oncology: A practical guide. Radiographics 2021; 41: 1717–32. - PMC - PubMed

[7] Ibrahim A, Primakov S, Beuque M, et al. Radiomics for precision medicine: Current challenges, future prospects, and the proposal of a new framework. Methods 2021; 188: 20–9. - PubMed

[8] Ibrahim A, Primakov S, Beuque M, et al. Radiomics for precision medicine: Current challenges, future prospects, and the proposal of a new framework. Methods 2021; 188: 20–9. - PubMed

[9] Shui L, Ren H, Yang X, et al. The era of radiogenomics in precision medicine: An emerging approach to support diagnosis, treatment decisions, and prognostication in oncology. Front Oncol 2020; 10: 570465. - PMC - PubMed

[10] Shui L, Ren H, Yang X, et al. The era of radiogenomics in precision medicine: An emerging approach to support diagnosis, treatment decisions, and prognostication in oncology. Front Oncol 2020; 10: 570465. - PMC - PubMed

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Radiomics analysis in medical imaging research

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Radiomics analysis in medical imaging research

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