Intra-Articular Injection of PRP in the Treatment of Knee Osteoarthritis Using Big Data

Observing data on the characteristics of intra-articular injection of sodium citrate for knee osteoarthritis is an important reference value for human safety and evacuation design. To address the problems of slow data collection and poor accuracy of results of knee osteoarthritis behavior, under int...

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Autores principales:	Zhijin Lin, Ling He
Formato:	article
Lenguaje:	EN
Publicado:	Hindawi Limited 2021
Materias:	Medicine (General) R5-920 Medical technology R855-855.5
Acceso en línea:	https://doaj.org/article/6dc535a8abf0439ea49519b731de1d35
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spelling	oai:doaj.org-article:6dc535a8abf0439ea49519b731de1d352021-11-08T02:36:20ZIntra-Articular Injection of PRP in the Treatment of Knee Osteoarthritis Using Big Data2040-230910.1155/2021/4504155https://doaj.org/article/6dc535a8abf0439ea49519b731de1d352021-01-01T00:00:00Zhttp://dx.doi.org/10.1155/2021/4504155https://doaj.org/toc/2040-2309Observing data on the characteristics of intra-articular injection of sodium citrate for knee osteoarthritis is an important reference value for human safety and evacuation design. To address the problems of slow data collection and poor accuracy of results of knee osteoarthritis behavior, under intensive conditions of intra-articular injection for knee osteoarthritis, this paper designs a data mining-based feature extraction system for intra-articular injection of sodium citrate for knee osteoarthritis. Using the Hadoop architecture, we extract the basic data of human behavior in the two-dimensional plane by storing and stitching the collected continuous data and discriminate the behavioral categories of knee osteoarthritis. We collected a real dataset from 84 patients with knee osteoarthritis treated in our hospital from October 2019 to October 2020. The dataset was divided into 42 patients in the tretinoin group and 42 patients in the sodium glutamate group according to the randomized number table method. The trimethoprim group was treated with intra-articular injection of trimethoprim, and the sodium citrate group was treated with intra-articular injection of sodium citrate. The clinical efficacy, joint mobility, intra-articular fluid volume, Lysholm score of knee joint, numerical pain intensity scale (NRS) score, and adverse effects of the two groups were compared before and after treatment. In our experiments, we observed that, compared with triamcinolone acetonide intra-articular injection, sodium hyaluronate intra-articular injection is more effective in the treatment of knee osteoarthritis. It can effectively improve knee function and reduce pain and adverse reactions.Zhijin LinLing HeHindawi LimitedarticleMedicine (General)R5-920Medical technologyR855-855.5ENJournal of Healthcare Engineering, Vol 2021 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Medicine (General) R5-920 Medical technology R855-855.5
spellingShingle	Medicine (General) R5-920 Medical technology R855-855.5 Zhijin Lin Ling He Intra-Articular Injection of PRP in the Treatment of Knee Osteoarthritis Using Big Data
description	Observing data on the characteristics of intra-articular injection of sodium citrate for knee osteoarthritis is an important reference value for human safety and evacuation design. To address the problems of slow data collection and poor accuracy of results of knee osteoarthritis behavior, under intensive conditions of intra-articular injection for knee osteoarthritis, this paper designs a data mining-based feature extraction system for intra-articular injection of sodium citrate for knee osteoarthritis. Using the Hadoop architecture, we extract the basic data of human behavior in the two-dimensional plane by storing and stitching the collected continuous data and discriminate the behavioral categories of knee osteoarthritis. We collected a real dataset from 84 patients with knee osteoarthritis treated in our hospital from October 2019 to October 2020. The dataset was divided into 42 patients in the tretinoin group and 42 patients in the sodium glutamate group according to the randomized number table method. The trimethoprim group was treated with intra-articular injection of trimethoprim, and the sodium citrate group was treated with intra-articular injection of sodium citrate. The clinical efficacy, joint mobility, intra-articular fluid volume, Lysholm score of knee joint, numerical pain intensity scale (NRS) score, and adverse effects of the two groups were compared before and after treatment. In our experiments, we observed that, compared with triamcinolone acetonide intra-articular injection, sodium hyaluronate intra-articular injection is more effective in the treatment of knee osteoarthritis. It can effectively improve knee function and reduce pain and adverse reactions.
format	article
author	Zhijin Lin Ling He
author_facet	Zhijin Lin Ling He
author_sort	Zhijin Lin
title	Intra-Articular Injection of PRP in the Treatment of Knee Osteoarthritis Using Big Data
title_short	Intra-Articular Injection of PRP in the Treatment of Knee Osteoarthritis Using Big Data
title_full	Intra-Articular Injection of PRP in the Treatment of Knee Osteoarthritis Using Big Data
title_fullStr	Intra-Articular Injection of PRP in the Treatment of Knee Osteoarthritis Using Big Data
title_full_unstemmed	Intra-Articular Injection of PRP in the Treatment of Knee Osteoarthritis Using Big Data
title_sort	intra-articular injection of prp in the treatment of knee osteoarthritis using big data
publisher	Hindawi Limited
publishDate	2021
url	https://doaj.org/article/6dc535a8abf0439ea49519b731de1d35
work_keys_str_mv	AT zhijinlin intraarticularinjectionofprpinthetreatmentofkneeosteoarthritisusingbigdata AT linghe intraarticularinjectionofprpinthetreatmentofkneeosteoarthritisusingbigdata
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Intra-Articular Injection of PRP in the Treatment of Knee Osteoarthritis Using Big Data

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