Concepedia

Deep learning for screening primary osteopenia and osteoporosis using spine radiographs and patient clinical covariates in a Chinese population

Liting Mao, Ziqiang Xia, Liang Pan, Jun Chen, Xian Liu, Zhiqiang Li, Zhaoxian Yan, Gengbin Lin, Huisen Wen, Bo Liu

Frontiers in Endocrinology · 2022 · 37 citations · 30 references

Open access

Abstract

The deep learning-based approach could screen osteoporosis and osteopenia based on lumbar radiographs.

References

30

Densely Connected Convolutional Networks

Gao Huang, Zhuang Liu, Laurens van der Maaten et al. · 2017 · 43.3K citations

Geometric Learning, Convolutional Neural Network, Engineering +16

Fracture incidence and association with bone mineral density in elderly men and women: the Rotterdam Study

Stephanie C. E. Schuit, Marjolein van der Klift, A. Weel et al. · Bone · 2003 · 1.6K citations · Full text

Elderly Men, Bone Disease, Bone Health +9

American Association of Clinical Endocrinologists and American College of Endocrinology Clinical Practice Guidelines for the Diagnosis and Treatment of Postmenopausal Osteoporosis — 2016--Executive Summary

Pauline M. Camacho, Steven M. Petak, Neil Binkley et al. · Endocrine Practice · 2016 · 1.1K citations

Bone Disease, Bone Health, American Association +14

Deep Learning with Convolutional Neural Network for Differentiation of Liver Masses at Dynamic Contrast-enhanced CT: A Preliminary Study

Koichiro Yasaka, Hiroyuki Akai, Osamu Abe et al. · Radiology · 2017 · 649 citations

Hip Fracture in Women without Osteoporosis

Stacey A. Wainwright, Lynn M. Marshall, Kristine E. Ensrud et al. · The Journal of Clinical Endocrinology & Metabolism · 2005 · 630 citations · Full text