{"id":"https://openalex.org/W2913537096","doi":"https://doi.org/10.1109/bibm.2018.8621361","title":"Multiscale Computing in Systems Medicine: a Brief Reflection","display_name":"Multiscale Computing in Systems Medicine: a Brief Reflection","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2913537096","doi":"https://doi.org/10.1109/bibm.2018.8621361","mag":"2913537096"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2018.8621361","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2018.8621361","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5024401909","display_name":"Huiru Zheng","orcid":"https://orcid.org/0000-0001-7648-8709"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Huiru Zheng","raw_affiliation_strings":["School of Computing, Ulster University, Northern Ireland, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Computing, Ulster University, Northern Ireland, United Kingdom","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007782280","display_name":"Jyotsna Talreja Wassan","orcid":"https://orcid.org/0000-0002-9116-8962"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jyotsna Talreja Wassan","raw_affiliation_strings":["School of Computing, Ulster University, Northern Ireland, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Computing, Ulster University, Northern Ireland, United Kingdom","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079821681","display_name":"Mihnea Alexandru Moisescu","orcid":"https://orcid.org/0000-0002-4434-9138"},"institutions":[{"id":"https://openalex.org/I3122695212","display_name":"Polytechnic University of Timi\u015foara","ror":"https://ror.org/02v91gy68","country_code":"RO","type":"education","lineage":["https://openalex.org/I3122695212"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Mihnea Alexandru Moisescu","raw_affiliation_strings":["Automatics and Applied Informatics, University Politehnica Timisoara, Timisoara, Romania"],"affiliations":[{"raw_affiliation_string":"Automatics and Applied Informatics, University Politehnica Timisoara, Timisoara, Romania","institution_ids":["https://openalex.org/I3122695212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053408953","display_name":"L\u0103cr\u0103mioara Stoicu-Tivadar","orcid":"https://orcid.org/0000-0001-9700-7732"},"institutions":[{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":null,"type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]},{"id":"https://openalex.org/I4210165014","display_name":"Polytechnic Institute of Portalegre","ror":"https://ror.org/05vnksv67","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210165014"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Lacramioara Stoicu-Tivadar","raw_affiliation_strings":["Instituto Polit\u00e9cnico de Portalegre CERENA, Instituto Superior T\u00e9cnico, Portugal"],"affiliations":[{"raw_affiliation_string":"Instituto Polit\u00e9cnico de Portalegre CERENA, Instituto Superior T\u00e9cnico, Portugal","institution_ids":["https://openalex.org/I4210165014","https://openalex.org/I4387152517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050831168","display_name":"Jo\u00e3o Lu\u00eds de Miranda","orcid":"https://orcid.org/0000-0003-1487-1758"},"institutions":[{"id":"https://openalex.org/I51716468","display_name":"International Burch University","ror":"https://ror.org/040cm8d21","country_code":"BA","type":"education","lineage":["https://openalex.org/I51716468"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Joao Miranda","raw_affiliation_strings":["F. of Engineering and Natural Sciences International Burch University Sarajevo, Bosnia, Herzegovina"],"affiliations":[{"raw_affiliation_string":"F. of Engineering and Natural Sciences International Burch University Sarajevo, Bosnia, Herzegovina","institution_ids":["https://openalex.org/I51716468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030970022","display_name":"Mihaela Cri\u015fan-Vida","orcid":"https://orcid.org/0000-0002-7349-8685"},"institutions":[{"id":"https://openalex.org/I4210165014","display_name":"Polytechnic Institute of Portalegre","ror":"https://ror.org/05vnksv67","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210165014"]},{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":null,"type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Mihaela Crisan-Vida","raw_affiliation_strings":["Instituto Polit\u00e9cnico de Portalegre CERENA, Instituto Superior T\u00e9cnico, Portugal"],"affiliations":[{"raw_affiliation_string":"Instituto Polit\u00e9cnico de Portalegre CERENA, Instituto Superior T\u00e9cnico, Portugal","institution_ids":["https://openalex.org/I4210165014","https://openalex.org/I4387152517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070922442","display_name":"Ioan \u015etefan Sacal\u0103","orcid":"https://orcid.org/0000-0001-5787-7848"},"institutions":[{"id":"https://openalex.org/I3122695212","display_name":"Polytechnic University of Timi\u015foara","ror":"https://ror.org/02v91gy68","country_code":"RO","type":"education","lineage":["https://openalex.org/I3122695212"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ioan Stefan Sacala","raw_affiliation_strings":["Automatics and Applied Informatics, University Politehnica Timisoara, Timisoara, Romania"],"affiliations":[{"raw_affiliation_string":"Automatics and Applied Informatics, University Politehnica Timisoara, Timisoara, Romania","institution_ids":["https://openalex.org/I3122695212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082472767","display_name":"Almir Badnjevi\u0107","orcid":"https://orcid.org/0000-0003-1265-1292"},"institutions":[{"id":"https://openalex.org/I51716468","display_name":"International Burch University","ror":"https://ror.org/040cm8d21","country_code":"BA","type":"education","lineage":["https://openalex.org/I51716468"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Almir Badnjevic","raw_affiliation_strings":["F. of Engineering and Natural Sciences International Burch University Sarajevo, Bosnia, Herzegovina"],"affiliations":[{"raw_affiliation_string":"F. of Engineering and Natural Sciences International Burch University Sarajevo, Bosnia, Herzegovina","institution_ids":["https://openalex.org/I51716468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003853785","display_name":"Ivan Chorbev","orcid":"https://orcid.org/0000-0002-9648-4438"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Saints Cyril and Methodius University of Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Ivan Chorbev","raw_affiliation_strings":["Faculty for Computer Science and Engineering, University Ss Cyril and Methodius in Skopje"],"affiliations":[{"raw_affiliation_string":"Faculty for Computer Science and Engineering, University Ss Cyril and Methodius in Skopje","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016735018","display_name":"Boro Jakimovski","orcid":"https://orcid.org/0000-0001-9434-7475"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Saints Cyril and Methodius University of Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Boro Jakimovski","raw_affiliation_strings":["Faculty for Computer Science and Engineering, University Ss Cyril and Methodius in Skopje"],"affiliations":[{"raw_affiliation_string":"Faculty for Computer Science and Engineering, University Ss Cyril and Methodius in Skopje","institution_ids":["https://openalex.org/I76245029"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5024401909"],"corresponding_institution_ids":["https://openalex.org/I138801177"],"apc_list":null,"apc_paid":null,"fwci":0.109,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.47636302,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"30","issue":null,"first_page":"2190","last_page":"2195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13280","display_name":"Biomedical and Engineering Education","score":0.9625999927520752,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13280","display_name":"Biomedical and Engineering Education","score":0.9625999927520752,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9276999831199646,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T14393","display_name":"Health, Environment, Cognitive Aging","score":0.9222999811172485,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.7547870874404907},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.7091005444526672},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.60910964012146},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5960582494735718},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5520074963569641},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5188494920730591},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.4724343717098236},{"id":"https://openalex.org/keywords/multiscale-modeling","display_name":"Multiscale modeling","score":0.4682660400867462},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4494025409221649},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.07588532567024231}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7547870874404907},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7091005444526672},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.60910964012146},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5960582494735718},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5520074963569641},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5188494920730591},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.4724343717098236},{"id":"https://openalex.org/C141123601","wikidata":"https://www.wikidata.org/wiki/Q6935072","display_name":"Multiscale modeling","level":2,"score":0.4682660400867462},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4494025409221649},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.07588532567024231},{"id":"https://openalex.org/C147597530","wikidata":"https://www.wikidata.org/wiki/Q369472","display_name":"Computational chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm.2018.8621361","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2018.8621361","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W50831409","https://openalex.org/W955243042","https://openalex.org/W1977943543","https://openalex.org/W1980228813","https://openalex.org/W1985258509","https://openalex.org/W1989149221","https://openalex.org/W2010285723","https://openalex.org/W2031305384","https://openalex.org/W2058107586","https://openalex.org/W2080040531","https://openalex.org/W2094397891","https://openalex.org/W2100582962","https://openalex.org/W2100762957","https://openalex.org/W2111020654","https://openalex.org/W2116290764","https://openalex.org/W2117024463","https://openalex.org/W2119043225","https://openalex.org/W2134256758","https://openalex.org/W2148146770","https://openalex.org/W2169267759","https://openalex.org/W2266486538","https://openalex.org/W2269761979","https://openalex.org/W2320656788","https://openalex.org/W2573527145","https://openalex.org/W2611370172","https://openalex.org/W2766748991","https://openalex.org/W2772301102","https://openalex.org/W2804868450","https://openalex.org/W2806138331","https://openalex.org/W2883904729","https://openalex.org/W2884421305","https://openalex.org/W2886172374","https://openalex.org/W3104750817","https://openalex.org/W3143727907","https://openalex.org/W6693425588","https://openalex.org/W6746732787","https://openalex.org/W6753400018","https://openalex.org/W6846074509"],"related_works":["https://openalex.org/W2085384747","https://openalex.org/W2088166309","https://openalex.org/W1891216533","https://openalex.org/W4312133475","https://openalex.org/W4238976562","https://openalex.org/W2276587472","https://openalex.org/W2615795876","https://openalex.org/W2049612369","https://openalex.org/W2770872919","https://openalex.org/W4214571255"],"abstract_inverted_index":{"Today's":[0],"modelling":[1],"approaches":[2,70],"in":[3,62],"Systems":[4,90,125],"Medicine":[5,126],"are":[6,119],"increasingly":[7,29],"multiscale,":[8],"containing":[9],"two":[10],"or":[11,48],"more":[12],"submodels,":[13],"where":[14],"each":[15],"operates":[16],"on":[17,80],"different":[18,63],"temporal":[19],"and/or":[20],"spatial":[21],"scales.":[22],"In":[23],"addition,":[24],"as":[25,36,44,106],"these":[26,73],"models":[27],"become":[28],"sophisticated,":[30],"they":[31],"tend":[32],"to":[33,71,123],"be":[34],"run":[35],"multiscale":[37],"computing":[38],"applications":[39,55],"using":[40],"computational":[41],"infrastructures":[42],"such":[43,54],"clusters,":[45],"supercomputers,":[46],"grids":[47],"clouds.":[49],"Constructing,":[50],"validating":[51],"and":[52,60,100],"deploying":[53],"is":[56,94],"far":[57],"from":[58],"trivial,":[59],"communities":[61],"scientific":[64],"disciplines":[65],"have":[66],"chosen":[67],"very":[68],"diverse":[69],"address":[72],"challenges.":[74],"Within":[75],"this":[76,98],"paper":[77],"we":[78,109,117],"reflect":[79],"the":[81,87,104,124],"use":[82],"of":[83,89,102,114,120],"Multiscale":[84,92],"Computing":[85,93],"within":[86,97],"context":[88],"Medicine.":[91],"widely":[95],"applied":[96],"area,":[99],"instead":[101],"summarizing":[103],"field":[105],"a":[107,112],"whole":[108],"will":[110],"highlight":[111],"set":[113],"challenges":[115],"that":[116],"believe":[118],"key":[121],"relevance":[122],"community.":[127]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
