{"id":"https://openalex.org/W2809229624","doi":"https://doi.org/10.1145/3209811.3209815","title":"Improving the Quality of Point of Care Diagnostics with Real-Time Machine Learning in Low Literacy LMIC Settings","display_name":"Improving the Quality of Point of Care Diagnostics with Real-Time Machine Learning in Low Literacy LMIC Settings","publication_year":2018,"publication_date":"2018-06-20","ids":{"openalex":"https://openalex.org/W2809229624","doi":"https://doi.org/10.1145/3209811.3209815","mag":"2809229624"},"language":"en","primary_location":{"id":"doi:10.1145/3209811.3209815","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3209811.3209815","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies","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/A5038317537","display_name":"Camilo E. Valderrama","orcid":"https://orcid.org/0000-0001-5333-8265"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Camilo E. Valderrama","raw_affiliation_strings":["Department of Biomedical Informatics, Emory University, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Emory University, Atlanta, GA, USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031202675","display_name":"Faezeh Marzbanrad","orcid":"https://orcid.org/0000-0003-0551-1611"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Faezeh Marzbanrad","raw_affiliation_strings":["Department of Electrical and Computer Systems Engineering, Monash University, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Systems Engineering, Monash University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037870193","display_name":"Lisa Stroux","orcid":"https://orcid.org/0000-0002-4724-1456"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lisa Stroux","raw_affiliation_strings":["Institute of Biomedical Engineering, University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Institute of Biomedical Engineering, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028234082","display_name":"Boris Martinez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099683","display_name":"Probigua","ror":"https://ror.org/014jxbx13","country_code":"GT","type":"education","lineage":["https://openalex.org/I4210099683"]}],"countries":["GT"],"is_corresponding":false,"raw_author_name":"Boris Martinez","raw_affiliation_strings":["Wuqu' Kawoq | Maya Health Alliance, Santiago Sacatep\u00e9quez, Guatemala"],"affiliations":[{"raw_affiliation_string":"Wuqu' Kawoq | Maya Health Alliance, Santiago Sacatep\u00e9quez, Guatemala","institution_ids":["https://openalex.org/I4210099683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073964296","display_name":"Rachel Hall\u2010Clifford","orcid":"https://orcid.org/0000-0002-1051-5230"},"institutions":[{"id":"https://openalex.org/I64506506","display_name":"Agnes Scott College","ror":"https://ror.org/05pgk5e03","country_code":"US","type":"education","lineage":["https://openalex.org/I64506506"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rachel Hall-Clifford","raw_affiliation_strings":["Departments of Sociology and Anthropology and Public Health, Agnes Scott College, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Departments of Sociology and Anthropology and Public Health, Agnes Scott College, Atlanta, GA, USA","institution_ids":["https://openalex.org/I64506506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100321186","display_name":"Chengyu Liu","orcid":"https://orcid.org/0000-0003-1965-3020"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengyu Liu","raw_affiliation_strings":["School of Instrument Science and Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Instrument Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059826748","display_name":"Nasim Katebi","orcid":"https://orcid.org/0000-0001-7750-0554"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nasim Katebi","raw_affiliation_strings":["Department of Biomedical Informatics, Emory University, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Emory University, Atlanta, GA, USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008889924","display_name":"Peter Rohloff","orcid":"https://orcid.org/0000-0001-7274-8315"},"institutions":[{"id":"https://openalex.org/I1283280774","display_name":"Brigham and Women's Hospital","ror":"https://ror.org/04b6nzv94","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283280774","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Rohloff","raw_affiliation_strings":["Division of Global Health Equity, Brigham and Women's Hospital, Boston, MA, USA, Wuqu' Kawoq | Maya Health Alliance, Santiago Sacatep\u00e9quez, Guatemala"],"affiliations":[{"raw_affiliation_string":"Division of Global Health Equity, Brigham and Women's Hospital, Boston, MA, USA, Wuqu' Kawoq | Maya Health Alliance, Santiago Sacatep\u00e9quez, Guatemala","institution_ids":["https://openalex.org/I1283280774"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048842509","display_name":"Gari D. Clifford","orcid":"https://orcid.org/0000-0002-5709-201X"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]},{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gari D. Clifford","raw_affiliation_strings":["Departments of Biomedical Informatics &amp; Biomedical Engineering, Emory University &amp; Georgia Institute of Technology, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Departments of Biomedical Informatics &amp; Biomedical Engineering, Emory University &amp; Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444","https://openalex.org/I150468666"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5038317537"],"corresponding_institution_ids":["https://openalex.org/I150468666"],"apc_list":null,"apc_paid":null,"fwci":2.0159,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.87009547,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9797999858856201,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.8228609561920166},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.7496152520179749},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7189930081367493},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.571779191493988},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5155508518218994},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.46280401945114136},{"id":"https://openalex.org/keywords/point-of-care","display_name":"Point of care","score":0.4275951385498047},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4107682704925537},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.4102889597415924},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.369462788105011},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10506746172904968},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08255749940872192}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8228609561920166},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.7496152520179749},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7189930081367493},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.571779191493988},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5155508518218994},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.46280401945114136},{"id":"https://openalex.org/C51915194","wikidata":"https://www.wikidata.org/wiki/Q17075487","display_name":"Point of care","level":2,"score":0.4275951385498047},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4107682704925537},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.4102889597415924},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.369462788105011},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10506746172904968},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08255749940872192},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3209811.3209815","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3209811.3209815","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8999999761581421,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W22211964","https://openalex.org/W88081813","https://openalex.org/W151105582","https://openalex.org/W397076878","https://openalex.org/W647193342","https://openalex.org/W1562171576","https://openalex.org/W1578856370","https://openalex.org/W1636291524","https://openalex.org/W1862394037","https://openalex.org/W1965019514","https://openalex.org/W1970352604","https://openalex.org/W1975190358","https://openalex.org/W1978445198","https://openalex.org/W1989977532","https://openalex.org/W2000795003","https://openalex.org/W2008348094","https://openalex.org/W2015280808","https://openalex.org/W2017396449","https://openalex.org/W2024479929","https://openalex.org/W2038337562","https://openalex.org/W2038436648","https://openalex.org/W2053593417","https://openalex.org/W2079056215","https://openalex.org/W2080986110","https://openalex.org/W2122930900","https://openalex.org/W2125222338","https://openalex.org/W2133777675","https://openalex.org/W2138415022","https://openalex.org/W2146940080","https://openalex.org/W2153635508","https://openalex.org/W2154053567","https://openalex.org/W2166244723","https://openalex.org/W2197723530","https://openalex.org/W2289602645","https://openalex.org/W2301158262","https://openalex.org/W2404747415","https://openalex.org/W2491878931","https://openalex.org/W2523645360","https://openalex.org/W2528891537","https://openalex.org/W2580260952","https://openalex.org/W2610784562","https://openalex.org/W2626011740","https://openalex.org/W2739083426","https://openalex.org/W2755031151","https://openalex.org/W2914703235","https://openalex.org/W3141693980","https://openalex.org/W3151043256","https://openalex.org/W4247805655","https://openalex.org/W6714670376"],"related_works":["https://openalex.org/W4389670110","https://openalex.org/W2187546663","https://openalex.org/W2429057255","https://openalex.org/W148745890","https://openalex.org/W2611942503","https://openalex.org/W4315621326","https://openalex.org/W2899790217","https://openalex.org/W1576092969","https://openalex.org/W2598865957","https://openalex.org/W2524154428"],"abstract_inverted_index":{"The":[0],"scalability":[1],"of":[2,13],"medical":[3],"technology":[4],"in":[5,50],"low":[6],"resource":[7],"settings":[8],"requires":[9],"a":[10,51],"higher":[11],"level":[12],"usability":[14],"and":[15],"clear":[16],"decision":[17],"support":[18],"compared":[19],"to":[20,35,57],"conventional":[21],"devices,":[22],"since":[23],"users":[24,37],"often":[25],"have":[26],"very":[27],"limited":[28],"training.":[29],"In":[30],"particular,":[31],"it":[32],"is":[33],"important":[34],"provide":[36],"with":[38],"real":[39],"time":[40],"feedback":[41],"on":[42],"data":[43],"quality":[44],"during":[45],"the":[46,55],"patient":[47],"information":[48],"acquisition":[49],"manner":[52],"that":[53],"enables":[54],"user":[56],"take":[58],"immediate":[59],"corrective":[60],"action.":[61]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
