{"id":"https://openalex.org/W2075165996","doi":"https://doi.org/10.1109/ghtc.2014.6970259","title":"A scalable mHealth system for noncommunicable disease management","display_name":"A scalable mHealth system for noncommunicable disease management","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2075165996","doi":"https://doi.org/10.1109/ghtc.2014.6970259","mag":"2075165996"},"language":"en","primary_location":{"id":"doi:10.1109/ghtc.2014.6970259","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ghtc.2014.6970259","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Global Humanitarian Technology Conference (GHTC 2014)","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/A5048842509","display_name":"Gari D. Clifford","orcid":"https://orcid.org/0000-0002-5709-201X"},"institutions":[{"id":"https://openalex.org/I2801857525","display_name":"Kellogg's (Canada)","ror":"https://ror.org/02y751y19","country_code":"CA","type":"company","lineage":["https://openalex.org/I2801857525","https://openalex.org/I4210105924"]},{"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"]},{"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"]},{"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":["CA","GB","US"],"is_corresponding":true,"raw_author_name":"G. D. Clifford","raw_affiliation_strings":["Depts. of Biomedical Informatics & Biomedical Engineering, Emory University & Georgia Institute of Technology","Kellogg College, University of Oxford"],"affiliations":[{"raw_affiliation_string":"Depts. of Biomedical Informatics & Biomedical Engineering, Emory University & Georgia Institute of Technology","institution_ids":["https://openalex.org/I130701444","https://openalex.org/I150468666"]},{"raw_affiliation_string":"Kellogg College, University of Oxford","institution_ids":["https://openalex.org/I2801857525","https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006042551","display_name":"Carlos Arteta","orcid":"https://orcid.org/0000-0002-7897-3334"},"institutions":[{"id":"https://openalex.org/I2801857525","display_name":"Kellogg's (Canada)","ror":"https://ror.org/02y751y19","country_code":"CA","type":"company","lineage":["https://openalex.org/I2801857525","https://openalex.org/I4210105924"]},{"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":["CA","GB"],"is_corresponding":false,"raw_author_name":"C. Arteta","raw_affiliation_strings":["Kellogg College, University of Oxford"],"affiliations":[{"raw_affiliation_string":"Kellogg College, University of Oxford","institution_ids":["https://openalex.org/I2801857525","https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055850985","display_name":"Tingting Zhu","orcid":"https://orcid.org/0000-0002-1552-5630"},"institutions":[{"id":"https://openalex.org/I2801857525","display_name":"Kellogg's (Canada)","ror":"https://ror.org/02y751y19","country_code":"CA","type":"company","lineage":["https://openalex.org/I2801857525","https://openalex.org/I4210105924"]},{"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":["CA","GB"],"is_corresponding":false,"raw_author_name":"T. Zhu","raw_affiliation_strings":["Kellogg College, University of Oxford"],"affiliations":[{"raw_affiliation_string":"Kellogg College, University of Oxford","institution_ids":["https://openalex.org/I2801857525","https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112043384","display_name":"Maf Pimentel","orcid":null},"institutions":[{"id":"https://openalex.org/I2801857525","display_name":"Kellogg's (Canada)","ror":"https://ror.org/02y751y19","country_code":"CA","type":"company","lineage":["https://openalex.org/I2801857525","https://openalex.org/I4210105924"]},{"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":["CA","GB"],"is_corresponding":false,"raw_author_name":"Maf Pimentel","raw_affiliation_strings":["Kellogg College, University of Oxford"],"affiliations":[{"raw_affiliation_string":"Kellogg College, University of Oxford","institution_ids":["https://openalex.org/I2801857525","https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048506168","display_name":"Marcelo Diniz dos Santos","orcid":"https://orcid.org/0000-0002-5486-8353"},"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"]},{"id":"https://openalex.org/I2801857525","display_name":"Kellogg's (Canada)","ror":"https://ror.org/02y751y19","country_code":"CA","type":"company","lineage":["https://openalex.org/I2801857525","https://openalex.org/I4210105924"]}],"countries":["CA","GB"],"is_corresponding":false,"raw_author_name":"M. Santos","raw_affiliation_strings":["Kellogg College, University of Oxford"],"affiliations":[{"raw_affiliation_string":"Kellogg College, University of Oxford","institution_ids":["https://openalex.org/I2801857525","https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006594044","display_name":"Joana Domingos","orcid":"https://orcid.org/0000-0002-9397-6592"},"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"]},{"id":"https://openalex.org/I2801857525","display_name":"Kellogg's (Canada)","ror":"https://ror.org/02y751y19","country_code":"CA","type":"company","lineage":["https://openalex.org/I2801857525","https://openalex.org/I4210105924"]}],"countries":["CA","GB"],"is_corresponding":false,"raw_author_name":"J. Domingos","raw_affiliation_strings":["Kellogg College, University of Oxford"],"affiliations":[{"raw_affiliation_string":"Kellogg College, University of Oxford","institution_ids":["https://openalex.org/I2801857525","https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056668165","display_name":"M. A. Maraci","orcid":"https://orcid.org/0000-0003-0049-2650"},"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"]},{"id":"https://openalex.org/I2801857525","display_name":"Kellogg's (Canada)","ror":"https://ror.org/02y751y19","country_code":"CA","type":"company","lineage":["https://openalex.org/I2801857525","https://openalex.org/I4210105924"]}],"countries":["CA","GB"],"is_corresponding":false,"raw_author_name":"M. Maraci","raw_affiliation_strings":["Kellogg College, University of Oxford"],"affiliations":[{"raw_affiliation_string":"Kellogg College, University of Oxford","institution_ids":["https://openalex.org/I2801857525","https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091624431","display_name":"Joachim A. Behar","orcid":"https://orcid.org/0000-0001-5956-7034"},"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"]},{"id":"https://openalex.org/I2801857525","display_name":"Kellogg's (Canada)","ror":"https://ror.org/02y751y19","country_code":"CA","type":"company","lineage":["https://openalex.org/I2801857525","https://openalex.org/I4210105924"]}],"countries":["CA","GB"],"is_corresponding":false,"raw_author_name":"J. Behar","raw_affiliation_strings":["Kellogg College, University of Oxford"],"affiliations":[{"raw_affiliation_string":"Kellogg College, University of Oxford","institution_ids":["https://openalex.org/I2801857525","https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064479140","display_name":"Julien Oster","orcid":"https://orcid.org/0000-0001-6090-0834"},"institutions":[{"id":"https://openalex.org/I2801857525","display_name":"Kellogg's (Canada)","ror":"https://ror.org/02y751y19","country_code":"CA","type":"company","lineage":["https://openalex.org/I2801857525","https://openalex.org/I4210105924"]},{"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":["CA","GB"],"is_corresponding":false,"raw_author_name":"J. Oster","raw_affiliation_strings":["Kellogg College, University of Oxford"],"affiliations":[{"raw_affiliation_string":"Kellogg College, University of Oxford","institution_ids":["https://openalex.org/I2801857525","https://openalex.org/I40120149"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5048842509"],"corresponding_institution_ids":["https://openalex.org/I2801857525","https://openalex.org/I40120149","https://openalex.org/I130701444","https://openalex.org/I150468666"],"apc_list":null,"apc_paid":null,"fwci":4.95284793,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.94114342,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"41","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"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/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"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/T12246","display_name":"Chronic Disease Management Strategies","score":0.9567000269889832,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T10912","display_name":"Telemedicine and Telehealth Implementation","score":0.9563000202178955,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mhealth","display_name":"mHealth","score":0.8345104455947876},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7299548387527466},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6765691637992859},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.46378031373023987},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3018046021461487},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21676912903785706},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.16805317997932434},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14840975403785706}],"concepts":[{"id":"https://openalex.org/C2779363104","wikidata":"https://www.wikidata.org/wiki/Q17069079","display_name":"mHealth","level":3,"score":0.8345104455947876},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7299548387527466},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6765691637992859},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.46378031373023987},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3018046021461487},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21676912903785706},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.16805317997932434},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14840975403785706},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ghtc.2014.6970259","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ghtc.2014.6970259","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Global Humanitarian Technology Conference (GHTC 2014)","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":55,"referenced_works":["https://openalex.org/W2110253","https://openalex.org/W87467157","https://openalex.org/W1176604452","https://openalex.org/W1502653371","https://openalex.org/W1571469712","https://openalex.org/W1572892648","https://openalex.org/W1594253951","https://openalex.org/W1970110620","https://openalex.org/W1990801081","https://openalex.org/W1991585210","https://openalex.org/W1992807835","https://openalex.org/W2012234991","https://openalex.org/W2016182586","https://openalex.org/W2021044602","https://openalex.org/W2028114000","https://openalex.org/W2038436648","https://openalex.org/W2041215083","https://openalex.org/W2061185532","https://openalex.org/W2066442698","https://openalex.org/W2083243726","https://openalex.org/W2090493081","https://openalex.org/W2091738337","https://openalex.org/W2096207160","https://openalex.org/W2098316015","https://openalex.org/W2107959194","https://openalex.org/W2108255727","https://openalex.org/W2110052313","https://openalex.org/W2114775432","https://openalex.org/W2115830594","https://openalex.org/W2116728627","https://openalex.org/W2119042519","https://openalex.org/W2122930900","https://openalex.org/W2127362723","https://openalex.org/W2128478356","https://openalex.org/W2132505348","https://openalex.org/W2134285615","https://openalex.org/W2137434301","https://openalex.org/W2139397557","https://openalex.org/W2151074096","https://openalex.org/W2154042247","https://openalex.org/W2162273778","https://openalex.org/W2162800060","https://openalex.org/W2164188007","https://openalex.org/W2205886994","https://openalex.org/W2472394890","https://openalex.org/W2901890644","https://openalex.org/W6634180564","https://openalex.org/W6665720480","https://openalex.org/W6673622181","https://openalex.org/W6674577260","https://openalex.org/W6676302446","https://openalex.org/W6677912336","https://openalex.org/W6682936413","https://openalex.org/W6683983128","https://openalex.org/W6756338335"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3176210869","https://openalex.org/W3157260717","https://openalex.org/W2890551606","https://openalex.org/W2806578822","https://openalex.org/W1989929201","https://openalex.org/W2963498005","https://openalex.org/W2328171598","https://openalex.org/W4210372979"],"abstract_inverted_index":{"Barriers":[0],"to":[1,18,45,70,175],"effective":[2],"screening":[3],"and":[4,23,52,61,108,113,121,127,148,180],"management":[5,144],"of":[6,14,36,41,86,93,115,123,134,138,145,156,186,197],"NCDs":[7],"in":[8,43,49,90,99],"resource-constrained":[9],"regions":[10],"include":[11],"limited":[12],"availability":[13,40],"trained":[15,68],"personnel,":[16],"access":[17],"affordable":[19,53],"automatic":[20,124],"medical":[21,73],"devices,":[22],"longitudinal":[24],"clinical":[25,87],"data.":[26],"We":[27,131],"present":[28],"an":[29],"end-to-end":[30],"mHealth":[31],"system":[32,56,140],"which":[33,153],"takes":[34],"advantage":[35],"the":[37,76,83,91,119,135,139,143,157,192,198],"almost":[38],"universal":[39],"smartphones":[42],"order":[44],"address":[46],"these":[47],"barriers":[48],"a":[50,66,79,100,161,184],"scalable":[51],"manner.":[54],"Our":[55],"includes":[57,154],"simple,":[58],"low-cost":[59,158],"($5-$20)":[60],"open-source":[62],"peripherals":[63],"that":[64],"allow":[65],"minimally":[67],"person":[69],"collect":[71],"high-quality":[72],"data":[74,88,98,117],"at":[75],"point-of-care":[77],"through":[78],"standard":[80],"smartphone;":[81],"allows":[82],"reliable":[84],"transmission":[85],"even":[89],"case":[92],"high-latency":[94],"network":[95],"connections;":[96],"stores":[97],"cloud-based":[101],"system,":[102],"making":[103],"patient":[104],"records":[105],"accessible":[106],"anywhere;":[107],"enables":[109],"both":[110],"crowdsourced":[111],"diagnostics":[112],"generation":[114],"annotated":[116],"for":[118,142,195],"research":[120],"development":[122],"decision":[125],"support":[126],"risk":[128],"assessment":[129],"systems.":[130],"show":[132],"examples":[133],"different":[136],"elements":[137],"tailored":[141],"cardiovascular":[146],"disease":[147],"chronic":[149],"obstructive":[150],"pulmonary":[151],"disease,":[152],"prototypes":[155],"peripherals.":[159],"In":[160],"validation":[162],"study":[163],"(of":[164],"40":[165],"volunteers),":[166],"our":[167],"smartphone-based":[168],"blood":[169],"pressure":[170],"(BP)":[171],"monitor":[172],"was":[173],"shown":[174],"measure":[176],"BP,":[177],"heart":[178],"rate":[179,182],"respiration":[181],"with":[183],"mean-absolute-error":[185],"less":[187],"than":[188],"5":[189],"units":[190],"from":[191],"reference":[193],"values":[194],"80%":[196],"measurements.":[199]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
