1. Opportunities and challenges to utilization of quantitative imaging: Report of the AAPM practical big data workshop
- Author
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Edward F. Jackson, Thomas R. Mackie, and Maryellen L. Giger
- Subjects
Diagnostic Imaging ,Research Report ,medicine.medical_specialty ,Quantitative imaging ,Databases, Factual ,Practical Big Data Workshop ,Computer science ,business.industry ,Physics ,Big data ,General Medicine ,Workflow ,030218 nuclear medicine & medical imaging ,Cancer treatment ,03 medical and health sciences ,0302 clinical medicine ,Radiomics ,Neoplasms ,030220 oncology & carcinogenesis ,medicine ,Humans ,Medical physics ,business ,Medical Informatics ,Societies, Medical - Abstract
Background This article is a summary of the quantitative imaging subgroup of the 2017 AAPM Practical Big Data Workshop (PBDW-2017) on progress and challenges in big data applied to cancer treatment and research supplemented by a draft white paper following an American Association of Physicists in Medicine FOREM meeting on Imaging Genomics in 2014. Aims The goal of PBDW-2017 was to close the gap between theoretical vision and practical experience with encountering and solving challenges in curating and analyzing data. Conclusions Recommendations based on the meetings are summarized.
- Published
- 2018
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