{"id":"https://openalex.org/W2076996047","doi":"https://doi.org/10.4304/jsw.8.12.2996-3006","title":"Software Frameworks in Biomedical Informatics: A Systematic Review and Research Agenda","display_name":"Software Frameworks in Biomedical Informatics: A Systematic Review and Research Agenda","publication_year":2013,"publication_date":"2013-12-01","ids":{"openalex":"https://openalex.org/W2076996047","doi":"https://doi.org/10.4304/jsw.8.12.2996-3006","mag":"2076996047"},"language":"en","primary_location":{"id":"doi:10.4304/jsw.8.12.2996-3006","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.8.12.2996-3006","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","raw_type":"journal-article"},"type":"review","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/A5071463564","display_name":"Mahmood Ghaleb Al-Bashayreh","orcid":"https://orcid.org/0000-0002-8583-0673"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mahmood Ghaleb Al-Bashayreh","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009016476","display_name":"Nor Laily Hashim","orcid":"https://orcid.org/0000-0002-1449-2179"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nor Laily Hashim","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5015853338","display_name":"Ola Taiseer Khorma","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ola Taiseer Khorma","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2763,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62019804,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"8","issue":"12","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9847000241279602,"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/computer-science","display_name":"Computer science","score":0.878921627998352},{"id":"https://openalex.org/keywords/informatics","display_name":"Informatics","score":0.5390799045562744},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.501786470413208},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4801632761955261},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.42114585638046265},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.34647220373153687},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1042010486125946},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07501178979873657},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.059900641441345215},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.05553406476974487}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.878921627998352},{"id":"https://openalex.org/C191630685","wikidata":"https://www.wikidata.org/wiki/Q4027615","display_name":"Informatics","level":2,"score":0.5390799045562744},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.501786470413208},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4801632761955261},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.42114585638046265},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.34647220373153687},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1042010486125946},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07501178979873657},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.059900641441345215},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.05553406476974487},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4304/jsw.8.12.2996-3006","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.8.12.2996-3006","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","raw_type":"journal-article"},{"id":"pmh:oai:repo.uum.edu.my:19177","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400886","display_name":"Universiti Utara Malaysia Institutional Repository (Universiti Utara Malaysia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I65079550","host_organization_name":"Universiti Malaysia Perlis","host_organization_lineage":["https://openalex.org/I65079550"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W41699526","https://openalex.org/W167547802","https://openalex.org/W397180395","https://openalex.org/W1485927255","https://openalex.org/W1502456417","https://openalex.org/W1516832420","https://openalex.org/W1526281128","https://openalex.org/W1550059074","https://openalex.org/W1585954444","https://openalex.org/W1587223604","https://openalex.org/W1607655600","https://openalex.org/W1608560481","https://openalex.org/W1619487752","https://openalex.org/W1649645444","https://openalex.org/W1837589110","https://openalex.org/W1964313464","https://openalex.org/W1976365538","https://openalex.org/W1984153306","https://openalex.org/W1986165130","https://openalex.org/W1987315369","https://openalex.org/W1993933930","https://openalex.org/W2000255802","https://openalex.org/W2020928407","https://openalex.org/W2024557920","https://openalex.org/W2038476425","https://openalex.org/W2041110133","https://openalex.org/W2042285422","https://openalex.org/W2047693666","https://openalex.org/W2067404301","https://openalex.org/W2070555843","https://openalex.org/W2102085924","https://openalex.org/W2102541915","https://openalex.org/W2102980717","https://openalex.org/W2105450965","https://openalex.org/W2105779913","https://openalex.org/W2105811476","https://openalex.org/W2111628838","https://openalex.org/W2112166364","https://openalex.org/W2114951802","https://openalex.org/W2116817369","https://openalex.org/W2128908742","https://openalex.org/W2131712403","https://openalex.org/W2131747629","https://openalex.org/W2132750451","https://openalex.org/W2135720347","https://openalex.org/W2136650873","https://openalex.org/W2136919629","https://openalex.org/W2138514130","https://openalex.org/W2139824794","https://openalex.org/W2140922909","https://openalex.org/W2144263768","https://openalex.org/W2145190795","https://openalex.org/W2148395257","https://openalex.org/W2159613689","https://openalex.org/W2160734758","https://openalex.org/W2160821395","https://openalex.org/W2161086408","https://openalex.org/W2256497207","https://openalex.org/W2317958279","https://openalex.org/W3008331170","https://openalex.org/W4238202694","https://openalex.org/W4251854097","https://openalex.org/W6606756022","https://openalex.org/W6631048534"],"related_works":["https://openalex.org/W2397677514","https://openalex.org/W1495820741","https://openalex.org/W2914293784","https://openalex.org/W3129117446","https://openalex.org/W2990177913","https://openalex.org/W1451471413","https://openalex.org/W2138729887","https://openalex.org/W2401910071","https://openalex.org/W4309236105","https://openalex.org/W4323056170"],"abstract_inverted_index":{"Design":[0],"of":[1,48,73,91,109,121,129,134,146,176,190],"Mobile":[2],"Patient":[3],"Monitoring":[4],"Frameworks":[5,137],"(MPMF)":[6],"is":[7,53,179,193],"an":[8,116],"emerging":[9],"study":[10,181],"in":[11,27,84,95,158],"the":[12,28,46,71,96,122,144,159,184,188,201],"biomedical":[13,97],"informatics":[14,98],"domain.However,":[15],"literature":[16,29],"about":[17],"this":[18,77,79,100],"topic":[19],"remains":[20],"fragmented:":[21],"first,":[22],"there":[23,35,52,178,192],"are":[24,36],"no":[25,37,180],"categories":[26,110],"to":[30,44,69,111,114,139,142,166,186,199],"characterize":[31],"these":[32,49,74],"MPMF;":[33,50],"second,":[34],"success":[38,130],"factors":[39],"that":[40,60,153],"must":[41],"be":[42,112,140],"satisfied":[43],"enhance":[45,70,143,187,200],"design":[47,72,145,169,189],"third,":[51],"a":[54,57,62,88,107,127,150,164,194],"need":[55,195],"for":[56,64,196],"research":[58,66,151,198],"agenda":[59,152],"provides":[61,102,163],"foundation":[63,165],"further":[65,197],"and":[67,86,118,156,162],"development":[68],"MPMF.To":[75],"address":[76],"gap,":[78],"paper":[80,101],"reviews":[81],"software":[82],"frameworks":[83,94],"general":[85],"conducts":[87],"systematic":[89],"review":[90],"20":[92],"designed":[93,123,160],"domain.Consequently,":[99],"three":[103],"results.First,":[104],"it":[105,125,148],"identifies":[106,126],"number":[108],"used":[113,141],"gain":[115],"intensive":[117],"extensive":[119],"understanding":[120],"MPMF.Second,":[124],"set":[128],"factors,":[131],"called":[132],"Factors":[133],"Successful":[135],"Application":[136],"(FSAF),":[138],"MPMF.Third,":[147],"presents":[149],"shows":[154],"lacks":[155],"gaps":[157],"MPMF":[161,203],"help":[167],"researchers":[168],"enhanced":[170],"MPMF.The":[171],"results":[172],"show":[173],"that,":[174],"as":[175],"yet,":[177],"integrating":[182],"all":[183],"FSAF":[185],"MPMF.Therefore,":[191],"existing":[202],"design.":[204]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}