Machine Learning Model for Imbalanced Cholera Dataset in Tanzania.
Journal
TheScientificWorldJournal
ISSN: 1537-744X
Titre abrégé: ScientificWorldJournal
Pays: United States
ID NLM: 101131163
Informations de publication
Date de publication:
2019
2019
Historique:
received:
24
02
2019
revised:
15
05
2019
accepted:
09
06
2019
entrez:
21
8
2019
pubmed:
21
8
2019
medline:
24
1
2020
Statut:
epublish
Résumé
Cholera epidemic remains a public threat throughout history, affecting vulnerable population living with unreliable water and substandard sanitary conditions. Various studies have observed that the occurrence of cholera has strong linkage with environmental factors such as climate change and geographical location. Climate change has been strongly linked to the seasonal occurrence and widespread of cholera through the creation of weather patterns that favor the disease's transmission, infection, and the growth of
Identifiants
pubmed: 31427903
doi: 10.1155/2019/9397578
pmc: PMC6683776
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
9397578Déclaration de conflit d'intérêts
The authors declare that there are no conflicts of interest regarding the publication of this paper.
Références
J Clin Microbiol. 2002 Jan;40(1):172-81
pubmed: 11773113
FEMS Microbiol Rev. 2002 Jun;26(2):125-39
pubmed: 12069878
J Clin Microbiol. 2002 Jul;40(7):2635-7
pubmed: 12089294
Proc Natl Acad Sci U S A. 2008 Nov 18;105(46):17676-81
pubmed: 19001267
Asian Pac J Trop Med. 2011 Jul;4(7):573-80
pubmed: 21803312
J R Soc Interface. 2012 Aug 7;9(73):1934-42
pubmed: 22319115
Int J Environ Res Public Health. 2011 Dec;8(12):4386-405
pubmed: 22408580
J Infect. 2013 May;66(5):432-8
pubmed: 23201968
J Public Health Policy. 2012;33 Suppl 1:S35-44
pubmed: 23254848
J Clin Microbiol. 2013 Mar;51(3):1040-5
pubmed: 23325815
Virulence. 2013 May 15;4(4):295-306
pubmed: 23552814
PLoS One. 2013 Aug 22;8(8):e72498
pubmed: 23991117
Microb Ecol. 1982 Dec;8(4):313-23
pubmed: 24226049
Emerg Themes Epidemiol. 2014 Feb 12;11(1):1
pubmed: 24520853
Middle East J Dig Dis. 2010 Jan;2(1):51-5
pubmed: 25197514
Proc Biol Sci. 2015 Jun 7;282(1808):20150205
pubmed: 25948687
Health Place. 2015 Jul;34:107-17
pubmed: 25997026
Acta Trop. 2015 Sep;149:202-11
pubmed: 26048558
Science. 2015 Jul 17;349(6245):255-60
pubmed: 26185243
Lancet. 2015 Aug 15;386(9994):639-40
pubmed: 26334145
Tanzan J Health Res. 2011 Dec;13(5 Suppl 1):387-98
pubmed: 26591993
Int Health. 2016 Mar;8 Suppl 1:i15-8
pubmed: 26940304
PLoS One. 2016 Jun 03;11(6):e0156674
pubmed: 27258124
MMWR Morb Mortal Wkly Rep. 2017 Feb 17;66(6):177-178
pubmed: 28207686
Comput Intell Neurosci. 2017;2017:3405463
pubmed: 28546808
Lancet. 1985 Feb 2;1(8423):261-2
pubmed: 2857326
Sao Paulo Med J. 2017 May-Jun;135(3):234-246
pubmed: 28746659
Science. 2017 Nov 10;358(6364):785-789
pubmed: 29123067
Lancet. 2018 May 12;391(10133):1908-1915
pubmed: 29502905
Friuli Med. 1964 Nov-Dec;19(6):Suppl:1201-65
pubmed: 5829831
Bull World Health Organ. 1980;58(5):747-51
pubmed: 6975183
J Bacteriol. 1995 Jun;177(11):3191-8
pubmed: 7768818
FEMS Microbiol Lett. 1999 Feb 1;171(1):49-55
pubmed: 9987841