In silico imaging clinical trials: cheaper, faster, better, safer, and more scalable
- PMID: 33468186
- PMCID: PMC7814719
- DOI: 10.1186/s13063-020-05002-w
In silico imaging clinical trials: cheaper, faster, better, safer, and more scalable
Abstract
Imaging clinical trials can be burdensome and often delay patient access to novel, high-quality medical devices. Tools for in silico imaging trials have significantly improved in sophistication and availability. Here, I describe some of the principal advantages of in silico imaging trials and enumerate five lessons learned during the design and execution of the first all-in silico virtual imaging clinical trial for regulatory evaluation (the VICTRE study).
Keywords: Computational modeling; In silico trials; Regulatory evaluation.
Conflict of interest statement
The author declares that he has no competing interests.
Figures
References
-
- Badano A. In silico imaging: definition, possibilities and challenges. Nucl Inst Methods Phys Res Part A. 2011;648:276–80. doi: 10.1016/j.nima.2010.11.054. - DOI
-
- Badano A, Graff CG, Badal A, Sharma D, Zeng R, Samuelson FW, Glick SJ, Myers KJ. Evaluation of digital breast tomosynthesis as replacement of full-field digital mammography using an in silico imaging trial. JAMA Netw Open. 2018;1(7):185474. doi: 10.1001/jamanetworkopen.2018.5474. - DOI - PMC - PubMed
-
- Georgian-Smith D, Obuchowski NA, Lo JY, Brem RF, Baker JA, Fisher PR, Rim A, Zhao W, Fajardo LL, Mertelmeier T. Can Digital Breast Tomosynthesis Replace Full-Field Digital Mammography? A Multireader, Multicase Study of Wide-Angle Tomosynthesis. Am J Roentgenol. 2019;212(6):1393–9. doi: 10.2214/AJR.18.20294. - DOI - PubMed
-
- Zeng R, Samuelson FW, Sharma D, Badal A, Christian GG, Glick SJ, Myers KJ, Badano AG. Computational reader design and statistical performance evaluation of an in-silico imaging clinical trial comparing digital breast tomosynthesis with full-field digital mammography. J Med Imaging. 2020;7(4):1–18. doi: 10.1117/1.JMI.7.4.042802. - DOI - PMC - PubMed
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
