{"id":"https://openalex.org/W7225745030","doi":"https://doi.org/10.62341/istj-vol39-2-ys34","title":"A Study of the Prevalence of the Parasite Entamoeba histolytica Among Patients Attending Al-Zawiya Hospital, Using Descriptive Statistical Analysis and Data Mining Techniques","display_name":"A Study of the Prevalence of the Parasite Entamoeba histolytica Among Patients Attending Al-Zawiya Hospital, Using Descriptive Statistical Analysis and Data Mining Techniques","publication_year":2026,"publication_date":"2026-11-10","ids":{"openalex":"https://openalex.org/W7225745030","doi":"https://doi.org/10.62341/istj-vol39-2-ys34"},"language":"en","primary_location":{"id":"doi:10.62341/istj-vol39-2-ys34","doi":"https://doi.org/10.62341/istj-vol39-2-ys34","is_oa":false,"landing_page_url":"https://doi.org/10.62341/istj-vol39-2-ys34","pdf_url":null,"source":{"id":"https://openalex.org/S5407004110","display_name":"International Science and Technology Journal","issn_l":"2519-9838","issn":["2519-9838","2519-9846","2519-9854"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Science and Technology Journal","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5161412725","display_name":"Youssef Alsadek Fhil Alboum","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Youssef Alsadek Fhil Alboum","raw_affiliation_strings":["Higher Institute of Marine Sciences Techniques Sabratha. - Libya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Higher Institute of Marine Sciences Techniques Sabratha. - Libya","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5161418357","display_name":"Samira Alshafah","orcid":"https://orcid.org/0009-0005-1325-6608","observed_orcids":["https://orcid.org/0009-0005-1325-6608"]},"institutions":[{"id":"https://openalex.org/I3130915990","display_name":"Al Zawiya University","ror":"https://ror.org/01vnv1744","country_code":"LY","type":"education","lineage":["https://openalex.org/I3130915990"]}],"countries":["LY"],"is_corresponding":false,"raw_author_name":"Samira Alshafah","raw_affiliation_strings":["Computer Department, Faculty of Education - University of Zawia, Libya"],"raw_orcid":"https://orcid.org/0009-0005-1325-6608","affiliations":[{"raw_affiliation_string":"Computer Department, Faculty of Education - University of Zawia, Libya","institution_ids":["https://openalex.org/I3130915990"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12463","display_name":"Amoebic Infections and Treatments","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12463","display_name":"Amoebic Infections and Treatments","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11086","display_name":"Parasitic Infections and Diagnostics","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/2405","display_name":"Parasitology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11879","display_name":"Protist diversity and phylogeny","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6800000071525574},{"id":"https://openalex.org/C2776867272","wikidata":"https://www.wikidata.org/wiki/Q131027","display_name":"Entamoeba histolytica","level":2,"score":0.6668000221252441},{"id":"https://openalex.org/C2781169800","wikidata":"https://www.wikidata.org/wiki/Q475510","display_name":"Intestinal parasite","level":3,"score":0.6025000214576721},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.5055000185966492},{"id":"https://openalex.org/C71928629","wikidata":"https://www.wikidata.org/wiki/Q804206","display_name":"Parasite hosting","level":2,"score":0.48159998655319214},{"id":"https://openalex.org/C547646559","wikidata":"https://www.wikidata.org/wiki/Q162297","display_name":"Hygiene","level":2,"score":0.4462999999523163},{"id":"https://openalex.org/C167135981","wikidata":"https://www.wikidata.org/wiki/Q2146302","display_name":"Retrospective cohort study","level":2,"score":0.44290000200271606},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.373199999332428},{"id":"https://openalex.org/C45189115","wikidata":"https://www.wikidata.org/wiki/Q502159","display_name":"Serology","level":3,"score":0.3668000102043152},{"id":"https://openalex.org/C65409693","wikidata":"https://www.wikidata.org/wiki/Q425265","display_name":"Statistical significance","level":2,"score":0.36550000309944153},{"id":"https://openalex.org/C61716771","wikidata":"https://www.wikidata.org/wiki/Q496","display_name":"Feces","level":2,"score":0.35920000076293945},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.35260000824928284},{"id":"https://openalex.org/C82157600","wikidata":"https://www.wikidata.org/wiki/Q2671652","display_name":"Diagnostic test","level":2,"score":0.34150001406669617},{"id":"https://openalex.org/C42972112","wikidata":"https://www.wikidata.org/wiki/Q170201","display_name":"Veterinary medicine","level":1,"score":0.33250001072883606},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.32850000262260437},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3068999946117401},{"id":"https://openalex.org/C39896193","wikidata":"https://www.wikidata.org/wiki/Q380344","display_name":"Descriptive statistics","level":2,"score":0.3034000098705292},{"id":"https://openalex.org/C53789813","wikidata":"https://www.wikidata.org/wiki/Q3553769","display_name":"Positive predicative value","level":3,"score":0.28299999237060547},{"id":"https://openalex.org/C107130276","wikidata":"https://www.wikidata.org/wiki/Q133805","display_name":"Epidemiology","level":2,"score":0.2734000086784363},{"id":"https://openalex.org/C2777473665","wikidata":"https://www.wikidata.org/wiki/Q518891","display_name":"Entamoeba","level":3,"score":0.2680000066757202},{"id":"https://openalex.org/C2779802037","wikidata":"https://www.wikidata.org/wiki/Q40878","display_name":"Diarrhea","level":2,"score":0.2542000114917755},{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.62341/istj-vol39-2-ys34","doi":"https://doi.org/10.62341/istj-vol39-2-ys34","is_oa":false,"landing_page_url":"https://doi.org/10.62341/istj-vol39-2-ys34","pdf_url":null,"source":{"id":"https://openalex.org/S5407004110","display_name":"International Science and Technology Journal","issn_l":"2519-9838","issn":["2519-9838","2519-9846","2519-9854"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Science and Technology Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1992384346","https://openalex.org/W2072731820","https://openalex.org/W2101483072","https://openalex.org/W2106377506","https://openalex.org/W2133290730","https://openalex.org/W2139360852","https://openalex.org/W2150095577","https://openalex.org/W2468910865","https://openalex.org/W2884525607","https://openalex.org/W4211257403","https://openalex.org/W4231017639","https://openalex.org/W4309606507"],"related_works":[],"abstract_inverted_index":{"Amebic":[0],"infection":[1],"caused":[2],"by":[3,78],"the":[4,62,73,97,137,160,185,194,203],"parasite":[5,128],"(Entamoeba":[6],"histolytica)":[7],"remains":[8],"a":[9],"public":[10],"health":[11],"concern,":[12],"particularly":[13],"in":[14,155],"settings":[15],"where":[16],"food":[17,32],"and":[18,28,30,33,80,82,117,133,145,168,193,209],"water":[19,34],"contamination":[20],"may":[21,50],"facilitate":[22],"transmission.":[23],"Early":[24],"detection,":[25],"improved":[26],"hygiene":[27],"sanitation,":[29],"safe":[31],"are":[35],"important":[36],"preventive":[37],"measures.":[38],"Confirmatory":[39],"testing":[40],"for":[41,70,184,214],"species":[42],"identification":[43],"is":[44],"also":[45],"recommended":[46],"because":[47],"E.":[48,220],"histolytica":[49],"be":[51,212],"microscopically":[52],"similar":[53],"to":[54,60,107],"non-pathogenic":[55],"species.":[56],"This":[57],"study":[58],"aimed":[59],"describe":[61],"proportion":[63],"of":[64,75],"laboratory":[65,99],"samples":[66],"recorded":[67,154],"as":[68],"positive":[69,76,144,162,186,207],"Entamoeba,":[71],"examine":[72],"distribution":[74],"records":[77,93,114,208],"month":[79],"sex,":[81,126],"explore":[83],"decision-tree":[84,174],"classification.":[85],"A":[86],"retrospective":[87,222],"analysis":[88,175],"included":[89,123],"264":[90,138],"stool":[91,134],"examination":[92],"from":[94,104,115,119],"patients":[95],"attending":[96],"biological":[98],"at":[100],"Al-Zawiya":[101],"Hospital,":[102],"Libya,":[103],"January":[105],"2020":[106,116],"August":[108],"2021.":[109,120],"The":[110,149,173,178,198],"dataset":[111],"comprised":[112],"104":[113],"160":[118],"Recorded":[121],"variables":[122],"year,":[124],"month,":[125],"age,":[127],"test":[129],"result,":[130],"fecal":[131],"mucus,":[132],"color.":[135],"Of":[136,159],"records,":[139,163],"90":[140,161],"(34.09%)":[141],"were":[142,165,170],"labelled":[143],"174":[146],"(65.91%)":[147],"negatives.":[148],"largest":[150],"monthly":[151],"count":[152],"was":[153,176,181,188,191,196],"July":[156],"(18":[157],"cases).":[158],"53":[164],"male":[166],"(38.69%)":[167],"37":[169],"female":[171],"(29.13%).":[172],"exploratory.":[177],"reported":[179],"accuracy":[180],"65.9%,":[182],"precision":[183],"class":[187],"50.0%,":[189],"sensitivity":[190,200],"12.2%,":[192],"F1-score":[195],"19.6%.":[197],"low":[199],"indicates":[201],"that":[202],"model":[204],"missed":[205],"most":[206],"should":[210],"not":[211],"used":[213],"clinical":[215],"diagnosis":[216],"or":[217],"screening.":[218],"Keywords:":[219],"histolytica;":[221],"analysis;":[223],"data":[224],"mining;":[225],"decision":[226],"tree.":[227]},"counts_by_year":[],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2026-11-11T00:00:00"}
