There is an unmet need for quick, physically small, and cost-effective office-based techniques that can measure bone properties without the use of ionizing radiation. The present study reports application of a neural network classifier to the processing of previously collected data on very low power radiofrequency propagation through the wrist with the goal to detect osteoporotic/osteopenic conditions. Our approach categorizes the data obtained for two dichotomic groups. Group 1 included 27 osteoporotic/osteopenic subjects with low BMD (DXA T score below - 1) measured within one year.

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[1] Johnathan Adams, Sergey Makarov, "Application of a Neural Network Classifier to Radiofrequency-Based Osteopenia/Osteoporosis Screening", IEEE Dataport, 2021. [Online]. Available: http://dx.doi.org/10.21227/0ew3-pm58. Accessed: Jul. 13, 2024.
@data{0ew3-pm58-21,
doi = {10.21227/0ew3-pm58},
url = {http://dx.doi.org/10.21227/0ew3-pm58},
author = {Johnathan Adams; Sergey Makarov },
publisher = {IEEE Dataport},
title = {Application of a Neural Network Classifier to Radiofrequency-Based Osteopenia/Osteoporosis Screening},
year = {2021} }
TY - DATA
T1 - Application of a Neural Network Classifier to Radiofrequency-Based Osteopenia/Osteoporosis Screening
AU - Johnathan Adams; Sergey Makarov
PY - 2021
PB - IEEE Dataport
UR - 10.21227/0ew3-pm58
ER -
Johnathan Adams, Sergey Makarov. (2021). Application of a Neural Network Classifier to Radiofrequency-Based Osteopenia/Osteoporosis Screening. IEEE Dataport. http://dx.doi.org/10.21227/0ew3-pm58
Johnathan Adams, Sergey Makarov, 2021. Application of a Neural Network Classifier to Radiofrequency-Based Osteopenia/Osteoporosis Screening. Available at: http://dx.doi.org/10.21227/0ew3-pm58.
Johnathan Adams, Sergey Makarov. (2021). "Application of a Neural Network Classifier to Radiofrequency-Based Osteopenia/Osteoporosis Screening." Web.
1. Johnathan Adams, Sergey Makarov. Application of a Neural Network Classifier to Radiofrequency-Based Osteopenia/Osteoporosis Screening [Internet]. IEEE Dataport; 2021. Available from : http://dx.doi.org/10.21227/0ew3-pm58
Johnathan Adams, Sergey Makarov. "Application of a Neural Network Classifier to Radiofrequency-Based Osteopenia/Osteoporosis Screening." doi: 10.21227/0ew3-pm58