Data Mining and Meta-Analysis of Psoriasis Based on Association Rules

Ou, Jiarui1; Zhang, Jianglin2,3

2022-01-27

10.1155/2022/9188553

Journal of Healthcare Engineering   影响因子和分区

2040-2295

2040-2309

Psoriasis is a common chronic and recurrent disease in dermatology, which has a great impact on the physical and mental health of patients. Meta-analysis can evaluate the effectiveness and safety of defubao in the treatment of psoriasis vulgaris. This article observes psoriasis skin lesions treated with topical defubao and the changes in blood vessels under dermoscopy. Considering that the Apriori algorithm and the existing improved algorithm have the problems of ignoring the weight and repeatedly scanning the database, this paper proposes a matrix association rule method based on random forest weighting. This method uses the random forest algorithm to assign weights to each item in the data set, and introduces matrix theory to convert the transaction data set into a matrix form and store it, thereby improving operating efficiency. This article included 11 studies, of which 7 studies used the indicator "Researcher's Overall Assessment" (IGA) to evaluate the efficacy, 5 studies used the "Patient Overall Assessment" (PGA) as the efficacy evaluation index, and Loss Area and Severity Index (PASI) was used as an observation index to evaluate the efficacy. Seven studies conducted safety comparisons. In this paper, IGA and PGA were used as evaluation indicators. The treatment effect of the defubao group was better than the calcipotriol group and the betamethasone group. The differences were statistically significant. The effect of the Fubao treatment for 8 weeks is significantly better than that of 4 weeks and 2 weeks, and the differences are statistically different. Using PASI as the evaluation index, a descriptive study was carried out, and it was found that after 4 weeks of treatment for psoriasis vulgaris, the average PASI reduction rate of patients was higher than that of the calcipotriol group and the betamethasone group. The safety evaluation found that after 8 weeks of treatment, the incidence of adverse events in the defubao group was significantly lower than that in the calcipotriol group.

SCI ; EI

英语

通讯

Health Care Sciences & Services

Health Care Sciences & Services

WOS:000774903400003

HINDAWI LTD

Web of Science

1.Cent South Univ, Xiangya Hosp, Dept Detmatol, Changsha 410008, Hunan, Peoples R China
2.Jinan Univ, Clin Med Coll 2, Dept Detmatol, Shenzhen Peoples Hosp, Shenzhen 518020, Guangdong, Peoples R China
3.Southern Univ Sci & Technol, Affiliated Hosp 1, Shenzhen 518020, Guangdong, Peoples R China

Ou, Jiarui,Zhang, Jianglin. Data Mining and Meta-Analysis of Psoriasis Based on Association Rules[J]. Journal of Healthcare Engineering,2022,2022.

Ou, Jiarui,&Zhang, Jianglin.(2022).Data Mining and Meta-Analysis of Psoriasis Based on Association Rules.Journal of Healthcare Engineering,2022.

Ou, Jiarui,et al."Data Mining and Meta-Analysis of Psoriasis Based on Association Rules".Journal of Healthcare Engineering 2022(2022).