{"id":"https://openalex.org/W4407638173","doi":"https://doi.org/10.1109/acit62805.2024.10876907","title":"Application of Machine Learning in Mental Diseases Diagnosis","display_name":"Application of Machine Learning in Mental Diseases Diagnosis","publication_year":2024,"publication_date":"2024-12-10","ids":{"openalex":"https://openalex.org/W4407638173","doi":"https://doi.org/10.1109/acit62805.2024.10876907"},"language":"en","primary_location":{"id":"doi:10.1109/acit62805.2024.10876907","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit62805.2024.10876907","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 25th International Arab Conference on Information Technology (ACIT)","raw_type":"proceedings-article"},"type":"article","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/A5116295628","display_name":"Rahaf Alsawi","orcid":null},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Rahaf Alsawi","raw_affiliation_strings":["Zarqa University,Faculty of Information Technology,Department of Data Science and AI,Zarqa,Jordan"],"affiliations":[{"raw_affiliation_string":"Zarqa University,Faculty of Information Technology,Department of Data Science and AI,Zarqa,Jordan","institution_ids":["https://openalex.org/I153687341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065080992","display_name":"Raed Alazaidah","orcid":"https://orcid.org/0000-0002-1818-4288"},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Raed Alazaidah","raw_affiliation_strings":["Zarqa University,Faculty of Information Technology,Department of Data Science and AI,Zarqa,Jordan"],"affiliations":[{"raw_affiliation_string":"Zarqa University,Faculty of Information Technology,Department of Data Science and AI,Zarqa,Jordan","institution_ids":["https://openalex.org/I153687341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020925471","display_name":"Ghassan Samara","orcid":"https://orcid.org/0000-0001-8415-0572"},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Ghassan Samara","raw_affiliation_strings":["Zarqa University,Faculty of Information Technology,Department of Data Science and AI,Zarqa,Jordan"],"affiliations":[{"raw_affiliation_string":"Zarqa University,Faculty of Information Technology,Department of Data Science and AI,Zarqa,Jordan","institution_ids":["https://openalex.org/I153687341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116295629","display_name":"Haneen Alzoui","orcid":null},"institutions":[{"id":"https://openalex.org/I146367977","display_name":"Applied Science Private University","ror":"https://ror.org/01ah6nb52","country_code":"JO","type":"education","lineage":["https://openalex.org/I146367977"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Haneen Alzoui","raw_affiliation_strings":["Applied Science Private University,Faculty of Information Technology,Department of Computer Science,Amman,Jordan"],"affiliations":[{"raw_affiliation_string":"Applied Science Private University,Faculty of Information Technology,Department of Computer Science,Amman,Jordan","institution_ids":["https://openalex.org/I146367977"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002950723","display_name":"Omar Alidmat","orcid":"https://orcid.org/0009-0008-3093-7343"},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Omar Alidmat","raw_affiliation_strings":["Zarqa University,Faculty of Information Technology,Department of Computer Science,Zarqa,Jordan"],"affiliations":[{"raw_affiliation_string":"Zarqa University,Faculty of Information Technology,Department of Computer Science,Zarqa,Jordan","institution_ids":["https://openalex.org/I153687341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032619601","display_name":"Esraa Abu Elsoud","orcid":"https://orcid.org/0009-0000-0796-8522"},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Esraa Abu Elsoud","raw_affiliation_strings":["Zarqa University,Faculty of Information Technology,Department of Computer Science,Zarqa,Jordan"],"affiliations":[{"raw_affiliation_string":"Zarqa University,Faculty of Information Technology,Department of Computer Science,Zarqa,Jordan","institution_ids":["https://openalex.org/I153687341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021212267","display_name":"Mohammed Khouj","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165529","display_name":"University of Business and Technology","ror":"https://ror.org/05tcr1n44","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210165529"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammed Talat Khouj","raw_affiliation_strings":["University of Business and Technology,Department of Electrical Engineering,Jeddah,Saudi Arabia,21432"],"affiliations":[{"raw_affiliation_string":"University of Business and Technology,Department of Electrical Engineering,Jeddah,Saudi Arabia,21432","institution_ids":["https://openalex.org/I4210165529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107043793","display_name":"Anwar Katrawi","orcid":null},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Anwar Katrawi","raw_affiliation_strings":["University,Faculty of IT Zarqa,Department of Computer Science,Zarqa,Jordan"],"affiliations":[{"raw_affiliation_string":"University,Faculty of IT Zarqa,Department of Computer Science,Zarqa,Jordan","institution_ids":["https://openalex.org/I153687341"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068044732","display_name":"Mo\u2019ath Alluwaici","orcid":null},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mo\u2019Ath Alluwaici","raw_affiliation_strings":["Zarqa University,Faculty of Information Technology,Department of Data Science and AI,Zarqa,Jordan"],"affiliations":[{"raw_affiliation_string":"Zarqa University,Faculty of Information Technology,Department of Data Science and AI,Zarqa,Jordan","institution_ids":["https://openalex.org/I153687341"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5116295628"],"corresponding_institution_ids":["https://openalex.org/I153687341"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31471359,"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":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.4187000095844269,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.4187000095844269,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6092438101768494},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38487333059310913},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3301035165786743}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6092438101768494},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38487333059310913},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3301035165786743}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acit62805.2024.10876907","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit62805.2024.10876907","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 25th International Arab Conference on Information Technology (ACIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1984714344","https://openalex.org/W2412208823","https://openalex.org/W2734832579","https://openalex.org/W2742164173","https://openalex.org/W2769012187","https://openalex.org/W2857840594","https://openalex.org/W2888505821","https://openalex.org/W2890929258","https://openalex.org/W2926974277","https://openalex.org/W2955312149","https://openalex.org/W2970779841","https://openalex.org/W3008227232","https://openalex.org/W3014422537","https://openalex.org/W3035958068","https://openalex.org/W3119061447","https://openalex.org/W3127072330","https://openalex.org/W3164834288","https://openalex.org/W3214493799","https://openalex.org/W4212996929","https://openalex.org/W4285233058","https://openalex.org/W4313495951","https://openalex.org/W4384558041","https://openalex.org/W4388095729","https://openalex.org/W4388475956","https://openalex.org/W4390174473","https://openalex.org/W4391041539","https://openalex.org/W4392905099","https://openalex.org/W4392905107","https://openalex.org/W4403020904","https://openalex.org/W4403502360","https://openalex.org/W6760982793"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Mental":[0],"diseases,":[1],"mental":[2,32,71,104,125],"disorders,":[3,77],"or":[4],"psychological":[5],"disorders":[6,72,126],"is":[7,93,96,113,116,158],"a":[8,54,102],"large":[9],"group":[10],"of":[11,19,27,39,70],"symptoms":[12],"which":[13,41,95],"causes":[14],"changes":[15],"to":[16,45,122,135],"the":[17,25,28,31,36,57,61,97,117,149,159],"state":[18],"mood":[20],"and":[21,51,59,79,132,145],"reflect":[22],"this":[23,83],"on":[24,56,60],"behavior":[26],"person":[29],"with":[30,124,133],"disorder.":[33,81],"It":[34],"affects":[35],"patient\u2019s":[37],"way":[38],"thinking,":[40],"limits":[42],"his":[43,47],"ability":[44],"perform":[46],"simple":[48],"daily":[49],"needs,":[50],"thus,":[52],"becomes":[53],"burden":[55],"individual,":[58],"surrounding":[62],"society":[63],"as":[64,74],"well.":[65],"There":[66],"are":[67,88,148],"common":[68],"types":[69],"such":[73],"depression,":[75],"anxiety":[76],"schizophrenia,":[78],"bipolar":[80],"In":[82],"research,":[84],"two":[85,150],"main":[86],"objectives":[87],"considered.":[89],"The":[90,110,139],"first":[91],"objective":[92,112],"determining":[94,114],"best":[98,118,151,160],"classifier":[99],"for":[100],"predicting":[101],"person\u2019s":[103],"disorder":[105],"among":[106],"six":[107,129],"well-known":[108],"classifiers.":[109],"second":[111],"what":[115],"feature":[119,161],"selection":[120,162],"technique":[121],"use":[123],"datasets":[127],"considering":[128],"popular":[130],"techniques,":[131],"respect":[134],"several":[136],"evaluation":[137],"metrics.":[138],"results":[140],"revealed":[141],"that":[142],"Logistic":[143],"Regression":[144],"Na\u00efve":[146],"Bayes":[147],"classification":[152],"models,":[153],"while":[154],"Info":[155],"Gain":[156],"Ratio":[157],"method.":[163]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}