In the Era of Deep Learning, Why Reconstruct an Image at All?

Caroline Chung; Jayashree Kalpathy-Cramer; Michael V. Knopp; David A. Jaffray

doi:10.1016/j.jacr.2020.09.050

In the Era of Deep Learning, Why Reconstruct an Image at All?

Caroline Chung, Jayashree Kalpathy-Cramer, Michael V. Knopp, David A. Jaffray

Research output: Contribution to journal › Comment/debate › peer-review

Original language	English (US)
Pages (from-to)	170-173
Number of pages	4
Journal	Journal of the American College of Radiology
Volume	18
Issue number	1
DOIs	https://doi.org/10.1016/j.jacr.2020.09.050
State	Published - Jan 2021

ASJC Scopus subject areas

Radiology Nuclear Medicine and imaging

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10.1016/j.jacr.2020.09.050

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@article{4cef41eb55014e4ebdd48cb1c4395159,

title = "In the Era of Deep Learning, Why Reconstruct an Image at All?",

author = "Caroline Chung and Jayashree Kalpathy-Cramer and Knopp, {Michael V.} and Jaffray, {David A.}",

note = "Funding Information: Dr Chung has received grants from Siemens Healthineers , USA, nonfinancial support from Microsoft AI for Good, and grants from RaySearch Laboratories, outside the submitted work. Dr Kalpathy-Cramer has received grants from GE Healthcare , USA, nonfinancial support from AWS , and grants from Genentech Foundation , outside the submitted work. Dr Jaffray has received royalties from from Beaumont Hospital/Elekta/Varian (RT cone-beam CT), University Health Network/Elekta (SRS/SRT cone-beam CT), and from University Health Network/Raysearch (deformation modeling), outside the submitted work. Dr Jaffray holds a patent for “Optimized Aperture Selection Imaging Computed Tomography System and Method” (9545231). Dr Knopp states that he has no conflict of interest related to the material discussed in this article. Drs Chung, Kalpathy-Cramer, Knopp, and Jaffray are employees. Funding Information: Dr Chung has received grants from Siemens Healthineers, USA, nonfinancial support from Microsoft AI for Good, and grants from RaySearch Laboratories, outside the submitted work. Dr Kalpathy-Cramer has received grants from GE Healthcare, USA, nonfinancial support from AWS, and grants from Genentech Foundation, outside the submitted work. Dr Jaffray has received royalties from from Beaumont Hospital/Elekta/Varian (RT cone-beam CT), University Health Network/Elekta (SRS/SRT cone-beam CT), and from University Health Network/Raysearch (deformation modeling), outside the submitted work. Dr Jaffray holds a patent for ?Optimized Aperture Selection Imaging Computed Tomography System and Method? (9545231). Dr Knopp states that he has no conflict of interest related to the material discussed in this article. Drs Chung, Kalpathy-Cramer, Knopp, and Jaffray are employees.",

year = "2021",

month = jan,

doi = "10.1016/j.jacr.2020.09.050",

language = "English (US)",

volume = "18",

pages = "170--173",

journal = "Journal of the American College of Radiology",

issn = "1546-1440",