{"id":"https://openalex.org/W4291143774","doi":"https://doi.org/10.1186/s12911-022-01965-9","title":"Leveraging artificial intelligence and data science techniques in harmonizing, sharing, accessing and analyzing SARS-COV-2/COVID-19 data in Rwanda (LAISDAR Project): study design and rationale","display_name":"Leveraging artificial intelligence and data science techniques in harmonizing, sharing, accessing and analyzing SARS-COV-2/COVID-19 data in Rwanda (LAISDAR Project): study design and rationale","publication_year":2022,"publication_date":"2022-08-12","ids":{"openalex":"https://openalex.org/W4291143774","doi":"https://doi.org/10.1186/s12911-022-01965-9","pmid":"https://pubmed.ncbi.nlm.nih.gov/35962355"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-022-01965-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-022-01965-9","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-022-01965-9","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-022-01965-9","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052732862","display_name":"Aurore Nishimwe","orcid":"https://orcid.org/0000-0002-8019-2561"},"institutions":[{"id":"https://openalex.org/I3132931743","display_name":"University of Kigali","ror":"https://ror.org/03v842g47","country_code":"RW","type":"education","lineage":["https://openalex.org/I3132931743"]},{"id":"https://openalex.org/I4210087849","display_name":"University of Rwanda","ror":"https://ror.org/00286hs46","country_code":"RW","type":"education","lineage":["https://openalex.org/I4210087849"]},{"id":"https://openalex.org/I4210148345","display_name":"Rwanda Biomedical Center","ror":"https://ror.org/03jggqf79","country_code":"RW","type":"healthcare","lineage":["https://openalex.org/I4210148345","https://openalex.org/I4210165170"]}],"countries":["RW"],"is_corresponding":true,"raw_author_name":"Aurore Nishimwe","raw_affiliation_strings":["College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda. auroreshimwa@yahoo.fr","College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda. auroreshimwa@yahoo.fr","institution_ids":["https://openalex.org/I3132931743","https://openalex.org/I4210148345"]},{"raw_affiliation_string":"College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda","institution_ids":["https://openalex.org/I4210087849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069590909","display_name":"Charles Ruranga","orcid":"https://orcid.org/0000-0002-5456-7454"},"institutions":[{"id":"https://openalex.org/I4210087849","display_name":"University of Rwanda","ror":"https://ror.org/00286hs46","country_code":"RW","type":"education","lineage":["https://openalex.org/I4210087849"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Charles Ruranga","raw_affiliation_strings":["African Center of Excellence in Data Science, University of Rwanda, Kigali, Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"African Center of Excellence in Data Science, University of Rwanda, Kigali, Rwanda","institution_ids":["https://openalex.org/I4210087849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016448359","display_name":"Clarisse Musanabaganwa","orcid":"https://orcid.org/0000-0002-9006-8310"},"institutions":[{"id":"https://openalex.org/I4210148345","display_name":"Rwanda Biomedical Center","ror":"https://ror.org/03jggqf79","country_code":"RW","type":"healthcare","lineage":["https://openalex.org/I4210148345","https://openalex.org/I4210165170"]},{"id":"https://openalex.org/I4210165170","display_name":"Ministry of Health","ror":"https://ror.org/05prysf28","country_code":"RW","type":"government","lineage":["https://openalex.org/I4210165170"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Clarisse Musanabaganwa","raw_affiliation_strings":["Rwanda Biomedical Center, Ministry of Health, Kigali, Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rwanda Biomedical Center, Ministry of Health, Kigali, Rwanda","institution_ids":["https://openalex.org/I4210148345","https://openalex.org/I4210165170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084449005","display_name":"Regine Mugeni","orcid":"https://orcid.org/0000-0002-0434-8341"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Regine Mugeni","raw_affiliation_strings":["Rwamagana Provincial Hospital, East province, Rwamagana, Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rwamagana Provincial Hospital, East province, Rwamagana, Rwanda","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021501459","display_name":"Muhammed Semakula","orcid":"https://orcid.org/0000-0002-9076-4922"},"institutions":[{"id":"https://openalex.org/I4210148345","display_name":"Rwanda Biomedical Center","ror":"https://ror.org/03jggqf79","country_code":"RW","type":"healthcare","lineage":["https://openalex.org/I4210148345","https://openalex.org/I4210165170"]},{"id":"https://openalex.org/I4210165170","display_name":"Ministry of Health","ror":"https://ror.org/05prysf28","country_code":"RW","type":"government","lineage":["https://openalex.org/I4210165170"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Muhammed Semakula","raw_affiliation_strings":["Rwanda Biomedical Center, Ministry of Health, Kigali, Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rwanda Biomedical Center, Ministry of Health, Kigali, Rwanda","institution_ids":["https://openalex.org/I4210148345","https://openalex.org/I4210165170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084182056","display_name":"Joseph Nzabanita","orcid":"https://orcid.org/0000-0003-2973-9258"},"institutions":[{"id":"https://openalex.org/I4210087849","display_name":"University of Rwanda","ror":"https://ror.org/00286hs46","country_code":"RW","type":"education","lineage":["https://openalex.org/I4210087849"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Joseph Nzabanita","raw_affiliation_strings":["College of Science and Technology, University of Rwanda, Kigali, Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Science and Technology, University of Rwanda, Kigali, Rwanda","institution_ids":["https://openalex.org/I4210087849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060444121","display_name":"Ignace Kabano","orcid":"https://orcid.org/0000-0003-3473-4558"},"institutions":[{"id":"https://openalex.org/I4210087849","display_name":"University of Rwanda","ror":"https://ror.org/00286hs46","country_code":"RW","type":"education","lineage":["https://openalex.org/I4210087849"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Ignace Kabano","raw_affiliation_strings":["African Center of Excellence in Data Science, University of Rwanda, Kigali, Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"African Center of Excellence in Data Science, University of Rwanda, Kigali, Rwanda","institution_ids":["https://openalex.org/I4210087849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010456671","display_name":"Annie Uwimana","orcid":"https://orcid.org/0000-0003-1703-9924"},"institutions":[{"id":"https://openalex.org/I4210087849","display_name":"University of Rwanda","ror":"https://ror.org/00286hs46","country_code":"RW","type":"education","lineage":["https://openalex.org/I4210087849"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Annie Uwimana","raw_affiliation_strings":["African Center of Excellence in Data Science, University of Rwanda, Kigali, Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"African Center of Excellence in Data Science, University of Rwanda, Kigali, Rwanda","institution_ids":["https://openalex.org/I4210087849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000229329","display_name":"Jean Nepo Utumatwishima","orcid":"https://orcid.org/0000-0002-6740-5382"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jean N. Utumatwishima","raw_affiliation_strings":["Rwamagana Provincial Hospital, East province, Rwamagana, Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rwamagana Provincial Hospital, East province, Rwamagana, Rwanda","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048656833","display_name":"Jean Damascene Kabakambira","orcid":"https://orcid.org/0000-0003-2697-3081"},"institutions":[{"id":"https://openalex.org/I4210128173","display_name":"Centre Hospitalier Universitaire de Kigali","ror":"https://ror.org/038vngd42","country_code":"RW","type":"healthcare","lineage":["https://openalex.org/I4210128173","https://openalex.org/I4210165170"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Jean Damascene Kabakambira","raw_affiliation_strings":["The University Teaching Hospital of Kigali (CHUK), Kigali, Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University Teaching Hospital of Kigali (CHUK), Kigali, Rwanda","institution_ids":["https://openalex.org/I4210128173"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009175429","display_name":"Annette Uwineza","orcid":"https://orcid.org/0000-0003-1749-0395"},"institutions":[{"id":"https://openalex.org/I4210128173","display_name":"Centre Hospitalier Universitaire de Kigali","ror":"https://ror.org/038vngd42","country_code":"RW","type":"healthcare","lineage":["https://openalex.org/I4210128173","https://openalex.org/I4210165170"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Annette Uwineza","raw_affiliation_strings":["The University Teaching Hospital of Kigali (CHUK), Kigali, Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University Teaching Hospital of Kigali (CHUK), Kigali, Rwanda","institution_ids":["https://openalex.org/I4210128173"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056890876","display_name":"Lars Halvorsen","orcid":"https://orcid.org/0009-0006-6779-1136"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lars Halvorsen","raw_affiliation_strings":["edenceHealth NV, Kontich, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"edenceHealth NV, Kontich, Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107923300","display_name":"Freija Descamps","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Freija Descamps","raw_affiliation_strings":["edenceHealth NV, Kontich, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"edenceHealth NV, Kontich, Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102445614","display_name":"Jared Houghtaling","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jared Houghtaling","raw_affiliation_strings":["edenceHealth NV, Kontich, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"edenceHealth NV, Kontich, Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080279638","display_name":"Benjamin P. Burke","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Benjamin Burke","raw_affiliation_strings":["edenceHealth NV, Kontich, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"edenceHealth NV, Kontich, Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006305491","display_name":"Odile Bahati","orcid":"https://orcid.org/0009-0002-8705-8493"},"institutions":[{"id":"https://openalex.org/I4210116098","display_name":"Rwanda Development Board","ror":"https://ror.org/0247phc34","country_code":"RW","type":"government","lineage":["https://openalex.org/I4210116098"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Odile Bahati","raw_affiliation_strings":["Regional Alliance of Sustainable Development, Kigali, Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Regional Alliance of Sustainable Development, Kigali, Rwanda","institution_ids":["https://openalex.org/I4210116098"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028560353","display_name":"Clement Bizimana","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116098","display_name":"Rwanda Development Board","ror":"https://ror.org/0247phc34","country_code":"RW","type":"government","lineage":["https://openalex.org/I4210116098"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Clement Bizimana","raw_affiliation_strings":["Regional Alliance of Sustainable Development, Kigali, Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Regional Alliance of Sustainable Development, Kigali, Rwanda","institution_ids":["https://openalex.org/I4210116098"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073965144","display_name":"Stefan Jansen","orcid":"https://orcid.org/0000-0001-5293-1673"},"institutions":[{"id":"https://openalex.org/I4210087849","display_name":"University of Rwanda","ror":"https://ror.org/00286hs46","country_code":"RW","type":"education","lineage":["https://openalex.org/I4210087849"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Stefan Jansen","raw_affiliation_strings":["College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda","institution_ids":["https://openalex.org/I4210087849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001286352","display_name":"C\u00e9lestin Twizere","orcid":"https://orcid.org/0000-0001-6912-814X"},"institutions":[{"id":"https://openalex.org/I4210087849","display_name":"University of Rwanda","ror":"https://ror.org/00286hs46","country_code":"RW","type":"education","lineage":["https://openalex.org/I4210087849"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Celestin Twizere","raw_affiliation_strings":["Center of Excellence in Biomedical Engineering and eHealth, University of Rwanda, Kigali, Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Excellence in Biomedical Engineering and eHealth, University of Rwanda, Kigali, Rwanda","institution_ids":["https://openalex.org/I4210087849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033661047","display_name":"Kizito Nkurikiyeyezu","orcid":"https://orcid.org/0000-0002-9128-7080"},"institutions":[{"id":"https://openalex.org/I4210087849","display_name":"University of Rwanda","ror":"https://ror.org/00286hs46","country_code":"RW","type":"education","lineage":["https://openalex.org/I4210087849"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Kizito Nkurikiyeyezu","raw_affiliation_strings":["Center of Excellence in Biomedical Engineering and eHealth, University of Rwanda, Kigali, Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Excellence in Biomedical Engineering and eHealth, University of Rwanda, Kigali, Rwanda","institution_ids":["https://openalex.org/I4210087849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077425399","display_name":"Francine Birungi","orcid":"https://orcid.org/0000-0002-3911-6719"},"institutions":[{"id":"https://openalex.org/I4210087849","display_name":"University of Rwanda","ror":"https://ror.org/00286hs46","country_code":"RW","type":"education","lineage":["https://openalex.org/I4210087849"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Francine Birungi","raw_affiliation_strings":["College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda","institution_ids":["https://openalex.org/I4210087849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062294366","display_name":"Sabin Nsanzimana","orcid":"https://orcid.org/0000-0002-5946-0015"},"institutions":[{"id":"https://openalex.org/I4210148345","display_name":"Rwanda Biomedical Center","ror":"https://ror.org/03jggqf79","country_code":"RW","type":"healthcare","lineage":["https://openalex.org/I4210148345","https://openalex.org/I4210165170"]},{"id":"https://openalex.org/I4210165170","display_name":"Ministry of Health","ror":"https://ror.org/05prysf28","country_code":"RW","type":"government","lineage":["https://openalex.org/I4210165170"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Sabin Nsanzimana","raw_affiliation_strings":["Rwanda Biomedical Center, Ministry of Health, Kigali, Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rwanda Biomedical Center, Ministry of Health, Kigali, Rwanda","institution_ids":["https://openalex.org/I4210148345","https://openalex.org/I4210165170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054356412","display_name":"Marc Twagirumukiza","orcid":"https://orcid.org/0000-0003-1378-6922"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]},{"id":"https://openalex.org/I4210087849","display_name":"University of Rwanda","ror":"https://ror.org/00286hs46","country_code":"RW","type":"education","lineage":["https://openalex.org/I4210087849"]}],"countries":["BE","RW"],"is_corresponding":false,"raw_author_name":"Marc Twagirumukiza","raw_affiliation_strings":["College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda","Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda","institution_ids":["https://openalex.org/I4210087849"]},{"raw_affiliation_string":"Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":23,"corresponding_author_ids":["https://openalex.org/A5052732862"],"corresponding_institution_ids":["https://openalex.org/I3132931743","https://openalex.org/I4210087849","https://openalex.org/I4210148345"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":1.9131,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.85438852,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"22","issue":"1","first_page":"214","last_page":"214"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.22030000388622284,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.22030000388622284,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T13945","display_name":"Legal, Health, Environmental and COVID-19 Challenges","score":0.08340000361204147,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T11581","display_name":"Viral Infections and Outbreaks Research","score":0.055399999022483826,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5997735857963562},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.5428611636161804},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.5384433269500732},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.521538496017456},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5137820839881897},{"id":"https://openalex.org/keywords/informatics","display_name":"Informatics","score":0.448292076587677},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4468100965023041},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34846174716949463},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.25993645191192627},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.20071780681610107},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17500057816505432},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.11913052201271057}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5997735857963562},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.5428611636161804},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.5384433269500732},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.521538496017456},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5137820839881897},{"id":"https://openalex.org/C191630685","wikidata":"https://www.wikidata.org/wiki/Q4027615","display_name":"Informatics","level":2,"score":0.448292076587677},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4468100965023041},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34846174716949463},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.25993645191192627},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.20071780681610107},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17500057816505432},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.11913052201271057},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000077488","descriptor_name":"Data Science","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077488","descriptor_name":"Data Science","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077488","descriptor_name":"Data Science","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086742","descriptor_name":"COVID-19 Testing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086742","descriptor_name":"COVID-19 Testing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086742","descriptor_name":"COVID-19 Testing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012432","descriptor_name":"Rwanda","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D012432","descriptor_name":"Rwanda","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D012432","descriptor_name":"Rwanda","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D058873","descriptor_name":"Pandemics","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D058873","descriptor_name":"Pandemics","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D058873","descriptor_name":"Pandemics","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.1186/s12911-022-01965-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-022-01965-9","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-022-01965-9","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:35962355","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35962355","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/760618","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/760618","pdf_url":null,"source":{"id":"https://openalex.org/S7407055369","display_name":"Lirias","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Bmc Medical Informatics And Decision Making, vol. 22 (1), Art.No. ARTN 214","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:archive.ugent.be:01HN5R31AY2Z1JCMZ9MRW8TS92","is_oa":true,"landing_page_url":"http://hdl.handle.net/1854/LU-01HN5R31AY2Z1JCMZ9MRW8TS92","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1472-6947","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:45e6ffebe5cc42b58d39f53883e28924","is_oa":true,"landing_page_url":"https://doaj.org/article/45e6ffebe5cc42b58d39f53883e28924","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 22, Iss 1, Pp 1-9 (2022)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9372951","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9372951","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Inform Decis Mak","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12911-022-01965-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-022-01965-9","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-022-01965-9","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.5,"id":"https://metadata.un.org/sdg/17"}],"awards":[{"id":"https://openalex.org/G8548060516","display_name":null,"funder_award_id":"NCST-NRIF/COVID-19/002/2020","funder_id":"https://openalex.org/F4320327331","funder_display_name":"National Commission for Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320307875","display_name":"Styrelsen f\u00f6r Internationellt Utvecklingssamarbete","ror":"https://ror.org/01fn7me06"},{"id":"https://openalex.org/F4320319949","display_name":"International Development Research Centre","ror":"https://ror.org/0445x0472"},{"id":"https://openalex.org/F4320327331","display_name":"National Commission for Science and Technology","ror":"https://ror.org/04gm1wq32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4291143774.pdf","grobid_xml":"https://content.openalex.org/works/W4291143774.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W2998445959","https://openalex.org/W3004280078","https://openalex.org/W3006967091","https://openalex.org/W3011555949","https://openalex.org/W3015367197","https://openalex.org/W3016010853","https://openalex.org/W3020511645","https://openalex.org/W3029340056","https://openalex.org/W3030005872","https://openalex.org/W3045933958","https://openalex.org/W3048919688","https://openalex.org/W3086199683","https://openalex.org/W3087795675","https://openalex.org/W3103590655","https://openalex.org/W3109022689","https://openalex.org/W3119175057","https://openalex.org/W3129467272","https://openalex.org/W3130216963","https://openalex.org/W3133053336","https://openalex.org/W3134044685","https://openalex.org/W3147414822","https://openalex.org/W3159901390","https://openalex.org/W3178592334","https://openalex.org/W3203058740","https://openalex.org/W4205600905","https://openalex.org/W4221067622","https://openalex.org/W6793291481"],"related_works":["https://openalex.org/W2397677514","https://openalex.org/W2914293784","https://openalex.org/W2407382301","https://openalex.org/W1495820741","https://openalex.org/W4323056170","https://openalex.org/W2126732312","https://openalex.org/W2401910071","https://openalex.org/W2189429352","https://openalex.org/W4302329558","https://openalex.org/W1971571384"],"abstract_inverted_index":{"BACKGROUND:":[0],"Since":[1],"the":[2,47,67,87,91,103,112,144,205,251,269,272,279,282,290,303,306],"outbreak":[3],"of":[4,12,46,61,231,245,281,313],"COVID-19":[5,19,88,113,295],"pandemic":[6,296],"in":[7,31,75,83,184,216,297],"Rwanda,":[8,185],"a":[9,201,221,229,242],"vast":[10],"amount":[11],"SARS-COV-2/COVID-19-related":[13],"data":[14,28,35,72,105,115,121,163,188,215,243,319,322],"have":[15,213],"been":[16],"collected":[17],"including":[18,90,106],"testing":[20,114],"and":[21,39,52,71,85,94,116,133,165,173,209,259,311,334],"hospital":[22,92,107,141],"routine":[23],"care":[24],"data.":[25],"Unfortunately,":[26],"those":[27],"are":[29,255],"fragmented":[30],"silos":[32],"with":[33,119,228],"different":[34],"structures":[36],"or":[37,238],"formats":[38],"cannot":[40],"be":[41,137,190],"used":[42,138,256],"to":[43,55,65,78,139,180,192,257],"improve":[44],"understanding":[45],"disease,":[48],"monitor":[49],"its":[50],"progress,":[51],"generate":[53],"evidence":[54],"guide":[56],"prevention":[57],"measures.":[58],"The":[59,99,125,154,175,263,285,300],"objective":[60],"this":[62],"project":[63,100,155,287,301],"is":[64,289,302,326],"leverage":[66,158],"artificial":[68],"intelligence":[69],"(AI)":[70],"science":[73],"techniques":[74],"harmonizing":[76],"datasets":[77],"support":[79],"Rwandan":[80],"government":[81],"needs":[82],"monitoring":[84],"predicting":[86],"burden,":[89],"admissions":[93],"overall":[95],"infection":[96],"rates.":[97],"METHODS:":[98],"will":[101,117,136,156,177,189,199,212,240,266],"gather":[102],"existing":[104],"electronic":[108],"health":[109,182,210],"records":[110],"(EHRs),":[111],"link":[118],"longitudinal":[120],"from":[122,128,271],"community":[123,283],"surveys.":[124,284],"open-source":[126,233],"tools":[127,161,253],"Observational":[129,145],"Health":[130],"Data":[131,151],"Sciences":[132],"Informatics":[134],"(OHDSI)":[135],"harmonize":[140],"EHRs":[142],"through":[143],"Medical":[146],"Outcomes":[147],"Partnership":[148],"(OMOP)":[149],"Common":[150],"Model":[152],"(CDM).":[153],"also":[157,267],"other":[159,329],"OHDSI":[160,232,252],"for":[162,294,321,328],"analytics":[164],"network":[166,176,320],"integration,":[167],"as":[168,170,248,250,276,278],"well":[169,249,277],"R":[171],"Studio":[172],"Python.":[174],"include":[178],"up":[179],"15":[181,206],"facilities":[183],"whose":[186],"EHR":[187,214],"harmonized":[191],"OMOP":[193,217,315],"CDM.":[194],"EXPECTED":[195],"RESULTS:":[196],"This":[197],"study":[198],"yield":[200],"technical":[202],"infrastructure":[203,325],"where":[204],"participating":[207,246],"hospitals":[208],"centres":[211],"CDM":[218,316],"format":[219],"on":[220,305],"local":[222],"Mac":[223],"Mini":[224],"(\"data":[225],"node\"),":[226],"together":[227],"set":[230],"tools.":[234],"A":[235],"central":[236,264],"server,":[237],"portal,":[239],"contain":[241],"catalogue":[244],"sites,":[247],"that":[254],"define":[258],"manage":[260],"distributed":[261],"studies.":[262],"server":[265],"integrate":[268],"information":[270],"national":[273],"Covid-19":[274],"registry,":[275],"results":[280],"ultimate":[286],"outcome":[288],"dynamic":[291],"prediction":[292],"modelling":[293],"Rwanda.":[298],"DISCUSSION:":[299],"first":[304],"African":[307],"continent":[308],"leveraging":[309],"AI":[310],"implementation":[312],"an":[314],"based":[317],"federated":[318],"harmonization.":[323],"Such":[324],"scalable":[327],"pandemics":[330],"monitoring,":[331],"outcomes":[332],"predictions,":[333],"tailored":[335],"response":[336],"planning.":[337]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
