Bone Marrow Radiomics of T1-Weighted Lumber Spinal MRI to Identify Diffuse Hematologic Marrow Diseases: Comparison With Human Readings

Bone Marrow Radiomics of T1-Weighted Lumber Spinal MRI to Identify Diffuse Hematologic Marrow Diseases: Comparison With Human Readings

We developed a radiomics model to differentiate hematologic marrow diseases and compared the performance with radiologists' readings and a quantitative measurement. Patients were retrospectively analyzed from the diseased (n = 254) and control groups (n = 230). A sagittal T1-weighted lumbar spi...

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Bibliographic Details
Main Authors: Eo-Jin Hwang, Sanghee Kim, Joon-Yong Jung
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Bone marrow
magnetic resonance imaging
radiomics
least absolute shrinkage and selection operator
principal component analysis
random forest
Online Access:https://ieeexplore.ieee.org/document/9143112/

Internet

https://ieeexplore.ieee.org/document/9143112/

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