{"id":"https://openalex.org/W2144909511","doi":null,"title":"Predicting HIV Status Using Neural Networks and Demographic Factors","display_name":"Predicting HIV Status Using Neural Networks and Demographic Factors","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W2144909511","mag":"2144909511"},"language":"en","primary_location":{"id":"pmh:oai:wiredspace.wits.ac.za:10539/2010","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10539/2010","pdf_url":"https://wiredspace.wits.ac.za/bitstreams/ece7af35-7f43-47df-b308-c43b44996647/download","source":{"id":"https://openalex.org/S4306400603","display_name":"University of the Witwatersrand, Johannesburg Institutional Repository on DSpace (University of the Witwatersrand, Johannesburg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I192619145","host_organization_name":"University of the Witwatersrand","host_organization_lineage":["https://openalex.org/I192619145"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://wiredspace.wits.ac.za/bitstreams/ece7af35-7f43-47df-b308-c43b44996647/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067233328","display_name":"Taryn Nicole","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Taryn Nicole","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5025852248","display_name":"Ho Tim","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ho Tim","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8935999870300293,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8935999870300293,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10082","display_name":"HIV/AIDS Research and Interventions","score":0.06769999861717224,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.012900000438094139,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.843999981880188},{"id":"https://openalex.org/keywords/demographic-factors","display_name":"demographic factors","score":0.9940000176429749},{"id":"https://openalex.org/keywords/hiv-screening","display_name":"HIV screening","score":0.5630000233650208},{"id":"https://openalex.org/keywords/health-prediction","display_name":"health prediction","score":0.3149999976158142}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5653948187828064},{"id":"https://openalex.org/C3013748606","wikidata":"https://www.wikidata.org/wiki/Q15787","display_name":"Human immunodeficiency virus (HIV)","level":2,"score":0.49691155552864075},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.35846954584121704},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.3577180504798889},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.32528525590896606},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3129822015762329},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.27926725149154663},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2654036283493042},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.1661483645439148}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:wiredspace.wits.ac.za:10539/2010","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10539/2010","pdf_url":"https://wiredspace.wits.ac.za/bitstreams/ece7af35-7f43-47df-b308-c43b44996647/download","source":{"id":"https://openalex.org/S4306400603","display_name":"University of the Witwatersrand, Johannesburg Institutional Repository on DSpace (University of the Witwatersrand, Johannesburg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I192619145","host_organization_name":"University of the Witwatersrand","host_organization_lineage":["https://openalex.org/I192619145"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"},{"id":"mag:2144909511","doi":null,"is_oa":false,"landing_page_url":"https://wiredspace.wits.ac.za/bitstream/10539/2010/1/Predicting%20HIV%20Status%20Using%20Neural%20Networks%20and%20Demographic%20Factors.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:wiredspace.wits.ac.za:10539/2010","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10539/2010","pdf_url":"https://wiredspace.wits.ac.za/bitstreams/ece7af35-7f43-47df-b308-c43b44996647/download","source":{"id":"https://openalex.org/S4306400603","display_name":"University of the Witwatersrand, Johannesburg Institutional Repository on DSpace (University of the Witwatersrand, Johannesburg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I192619145","host_organization_name":"University of the Witwatersrand","host_organization_lineage":["https://openalex.org/I192619145"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5683000087738037,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2144909511.pdf","grobid_xml":"https://content.openalex.org/works/W2144909511.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W608136144","https://openalex.org/W638738022","https://openalex.org/W1512459419","https://openalex.org/W1525297397","https://openalex.org/W1544324307","https://openalex.org/W1554663460","https://openalex.org/W1562251502","https://openalex.org/W1562919956","https://openalex.org/W1567512734","https://openalex.org/W1925428099","https://openalex.org/W2006246748","https://openalex.org/W2010814253","https://openalex.org/W2022546840","https://openalex.org/W2024060531","https://openalex.org/W2044758663","https://openalex.org/W2065511985","https://openalex.org/W2077658674","https://openalex.org/W2088538739","https://openalex.org/W2096335861","https://openalex.org/W2097921592","https://openalex.org/W2111532873","https://openalex.org/W2117670920","https://openalex.org/W2118502261","https://openalex.org/W2132221774","https://openalex.org/W2133218851","https://openalex.org/W2135194391","https://openalex.org/W2137983211","https://openalex.org/W2138225333","https://openalex.org/W2139701068","https://openalex.org/W2141096552","https://openalex.org/W2142183404","https://openalex.org/W2143533311","https://openalex.org/W2151676833","https://openalex.org/W2152195021","https://openalex.org/W2153624319","https://openalex.org/W2155653793","https://openalex.org/W2169650918","https://openalex.org/W2317833934","https://openalex.org/W2594095402","https://openalex.org/W2613161123","https://openalex.org/W2799061466","https://openalex.org/W4246836198","https://openalex.org/W4299132763"],"related_works":["https://openalex.org/W2017004493","https://openalex.org/W2283639799","https://openalex.org/W109047314","https://openalex.org/W138924363","https://openalex.org/W2601779842","https://openalex.org/W3212064557","https://openalex.org/W2286417140","https://openalex.org/W1602011597","https://openalex.org/W1498791565","https://openalex.org/W4214910488"],"abstract_inverted_index":{"Student":[0],"Number":[1],":":[2],"0006036T":[3],"-":[4,8,15],"\\nMSc(Eng)":[5],"project":[6],"report":[7],"\\nSchool":[9],"of":[10,17],"Electrical":[11],"and":[12,19],"Information":[13],"Engineering":[14,18],"\\nFaculty":[16],"the":[20],"Built":[21],"Environment":[22]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2016-06-24T00:00:00"}