A Machine Learning based approach to osteoporosis classification: correlational and comparative analysis between Osseus and DXA exams

Name: A Machine Learning based approach to osteoporosis classification: correlational and comparative analysis between Osseus and DXA exams
Creator: Henriques, Jorge M. O.; Barbalho, Ingridy M. P.; New University of Lisbon; Carvalho, Dionísio D. A.; Morais, Antonio H. F.; Santos, João P. Q.; Campos, Antonio L. P. S.; Neto, Adrião D. D.; Albuquerque, Gabriela A.; Santos, Marquiony M.; Gendriz, Ignácio S.; Teixeira, César A. D.; Fernandes, Felipe R. S.; Paiva, Jailton C.; Machado, Guilherme M.; Cruz, Agnaldo S.; LAIS; Valentim, Ricardo A. M.; Lima, Josivan G.
Published: 2023-03-28T00:00:00+08:00

Zenodo2023-03-28 更新2026-04-07 收录

骨质疏松诊断

医学影像分类

数据链接：

https://zenodo.org/record/7779062 数据链接链接失效反馈

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资源简介：

The osseus dataset is composed of data from 505 individuals who underwent the osseus triage and DXA exam at the University Hospital Onofre Lopes of Federal University of Rio Grande do Norte, Brazil. This dataset provides elementary data to analyze the prediction of changes in bone mineral density by Osseus using supervised classification algorithms. Supplementary file presents the dictionary used during the data analysis.

提供机构：

Henriques, Jorge M. O.; Barbalho, Ingridy M. P.; New University of Lisbon; Carvalho, Dionísio D. A.; Morais, Antonio H. F.; Santos, João P. Q.; Campos, Antonio L. P. S.; Neto, Adrião D. D.; Albuquerque, Gabriela A.; Santos, Marquiony M.; Gendriz, Ignácio S.; Teixeira, César A. D.; Fernandes, Felipe R. S.; Paiva, Jailton C.; Machado, Guilherme M.; Cruz, Agnaldo S.; LAIS; Valentim, Ricardo A. M.; Lima, Josivan G.

创建时间：

2023-03-28