Psychosocial Factors and Psychological Characteristics of Personality of Patients with Chronic Diseases Using Artificial Intelligence Data Mining Technology and Wireless Network Cloud Service Platform.
Journal
Computational intelligence and neuroscience
ISSN: 1687-5273
Titre abrégé: Comput Intell Neurosci
Pays: United States
ID NLM: 101279357
Informations de publication
Date de publication:
2022
2022
Historique:
received:
17
01
2022
revised:
10
02
2022
accepted:
18
02
2022
entrez:
25
4
2022
pubmed:
26
4
2022
medline:
27
4
2022
Statut:
epublish
Résumé
It was to explore the application value of health cloud service platform based on data mining algorithm and wireless network in the analysis of psychosocial factors and psychological characteristics of personality of patients with chronic diseases. Based on the demand analysis of cloud service platform for chronic diseases, a health cloud service platform including three modules was established: support layer, application layer, and interaction layer; and K-means algorithm and Apriori algorithm were used to mine and process data. The changes of pulse wave and EEG signal of epileptic seizures before and after processing by wireless network health cloud service platform were analyzed. 42 patients with idiopathic generalized epilepsy were selected as the research subjects, and 40 volunteers with normal physical examination during the same period were selected as the control group. The differences in the basic clinical characteristics data, Hamilton Anxiety Scale (HAMA), Hamilton Depression Scale (HAMD), Symptom Checklist 90 (SCL-90), and Eysenck Personality Questionnaire-Revision Short Scale for Chinese (EPQ-RSC) were compared between the two groups. It was found that the initial EEG signals of epileptic patients had noise pollution before and after the seizure, and the noise in the EEG signals was filtered out after digital technology processing in the cloud service platform. The maximum number of epileptic patients aged 18∼30 years was 17 (40.48%), and the mean scores of HAMD and HAMA scales in the epileptic group were significantly higher than those in the control group (
Identifiants
pubmed: 35463263
doi: 10.1155/2022/8418589
pmc: PMC9020898
doi:
Types de publication
Journal Article
Retracted Publication
Langues
eng
Sous-ensembles de citation
IM
Pagination
8418589Commentaires et corrections
Type : RetractionIn
Informations de copyright
Copyright © 2022 Kangqi An.
Déclaration de conflit d'intérêts
The authors declare that they have no conflicts of interest.
Références
Am J Ind Med. 2019 Sep;62(9):729-732
pubmed: 31209908
Glob Chang Biol. 2020 Jan;26(1):54-67
pubmed: 31743515
Philos Trans A Math Phys Eng Sci. 2020 Apr 17;378(2169):20190188
pubmed: 32114911
Transplant Proc. 2016 Jun;48(5):1644-9
pubmed: 27496464
Clin Neurol Neurosurg. 2020 Apr;191:105697
pubmed: 32028129
J Clin Neurophysiol. 2019 Jul;36(4):294-297
pubmed: 31274692
PLoS One. 2019 May 14;14(5):e0216060
pubmed: 31086371
Hua Xi Kou Qiang Yi Xue Za Zhi. 2020 Jun 1;38(3):308-313
pubmed: 32573140
J Ment Health. 2017 Aug;26(4):373-384
pubmed: 28635439
Adv Exp Med Biol. 2020;1219:355-363
pubmed: 32130708
Entropy (Basel). 2020 Aug 17;22(8):
pubmed: 33286671
Epilepsy Behav. 2018 Jan;78:57-61
pubmed: 29175221
Epilepsy Behav. 2021 Feb;115:107633
pubmed: 33309426
Ann Agric Environ Med. 2018 Mar 14;25(1):36-40
pubmed: 29575880
Ann Neurol. 2019 Oct;86(4):552-560
pubmed: 31359460
JMIR Diabetes. 2019 May 10;4(2):e11017
pubmed: 31094324
J Ovarian Res. 2019 Jul 15;12(1):63
pubmed: 31307510
Epilepsy Behav. 2021 Dec;125:108376
pubmed: 34775247
Transp Res E Logist Transp Rev. 2021 Jan;145:102177
pubmed: 33390765
Seizure. 2016 Oct;41:191-5
pubmed: 27131772
Int J Gynecol Cancer. 2019 Jul;29(6):1032-1037
pubmed: 31263022
Fa Yi Xue Za Zhi. 2020 Apr;36(2):223-228
pubmed: 32530171
Neurotherapeutics. 2019 Jul;16(3):685-702
pubmed: 31240596
Int J Mol Sci. 2020 Jul 26;21(15):
pubmed: 32722591
J Hypertens. 2017 Jul;35(7):1363-1365
pubmed: 28562442
Nutrients. 2021 Apr 19;13(4):
pubmed: 33921568
J Int Neuropsychol Soc. 2021 Nov;27(10):992-1003
pubmed: 33509312
Sensors (Basel). 2021 May 23;21(11):
pubmed: 34070966
Food Res Int. 2019 Aug;122:25-39
pubmed: 31229078
J Healthc Eng. 2018 Apr 8;2018:4302425
pubmed: 29849998
Trends Hear. 2018 Jan-Dec;22:2331216518776817
pubmed: 29848183
J Psychosom Obstet Gynaecol. 2018 Dec;39(4):289-296
pubmed: 28891731
Epilepsy Behav. 2019 May;94:297-300
pubmed: 30773449
Mil Med Res. 2021 Aug 11;8(1):44
pubmed: 34380547
Psychiatr Pol. 2019 Dec 31;53(6):1397-1411
pubmed: 32017825
Med J Aust. 2018 Mar 19;208(5):226-233
pubmed: 29540143
Evid Based Complement Alternat Med. 2020 Nov 23;2020:8854772
pubmed: 33299462
Diabetes Care. 2020 Jan;43(1):250-260
pubmed: 31806649
Technol Health Care. 2021;29(6):1233-1247
pubmed: 34092673
Pract Neurol. 2020 Feb;20(1):4-14
pubmed: 31420415
Gynecol Oncol. 2020 Sep;158(3):803-811
pubmed: 32616402
Diagn Pathol. 2011 Mar 30;6 Suppl 1:S18
pubmed: 21489188
Int J Environ Res Public Health. 2020 Dec 17;17(24):
pubmed: 33348619
Evol Bioinform Online. 2019 Nov 15;15:1176934319888904
pubmed: 31798298
EBioMedicine. 2019 Feb;40:318-326
pubmed: 30594555
Brief Bioinform. 2021 Jan 18;22(1):194-218
pubmed: 31867611
BMJ. 2020 Nov 9;371:m3773
pubmed: 33168565
Stud Health Technol Inform. 2019 Aug 21;264:1616-1617
pubmed: 31438259
Lancet. 2019 Feb 16;393(10172):689-701
pubmed: 30686584
Gynecol Oncol. 2020 Feb;156(2):459-466
pubmed: 31839342
Integr Cancer Ther. 2020 Jan-Dec;19:1534735420908341
pubmed: 32174190
Pathobiology. 2018;85(1-2):41-49
pubmed: 29020678
Comput Math Methods Med. 2017;2017:6120820
pubmed: 29375652