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Detecting lumbar lesions in 99mTc‐MDP SPECT by...
Journal article

Detecting lumbar lesions in 99mTc‐MDP SPECT by deep learning: Comparison with physicians

Abstract

PURPOSE: 99m Tc-MDP single-photon emission computed tomography (SPECT) is an established tool for diagnosing lumbar stress, a common cause of low back pain (LBP) in pediatric patients. However, detection of small stress lesions is complicated by the low quality of SPECT, leading to significant interreader variability. The study objectives were to develop an approach based on a deep convolutional neural network (CNN) for detecting lumbar lesions …

Authors

Petibon Y; Fahey F; Cao X; Levin Z; Sexton‐Stallone B; Falone A; Zukotynski K; Kwatra N; Lim R; Bar‐Sever Z

Journal

Medical Physics, Vol. 48, No. 8, pp. 4249–4261

Publisher

Wiley

Publication Date

August 2021

DOI

10.1002/mp.15033

ISSN

0094-2405