{"id":"https://openalex.org/W2164355149","doi":"https://doi.org/10.1186/s12911-014-0102-x","title":"Designing effective visualizations of habits data to aid clinical decision making","display_name":"Designing effective visualizations of habits data to aid clinical decision making","publication_year":2014,"publication_date":"2014-11-29","ids":{"openalex":"https://openalex.org/W2164355149","doi":"https://doi.org/10.1186/s12911-014-0102-x","mag":"2164355149","pmid":"https://pubmed.ncbi.nlm.nih.gov/25433372"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-014-0102-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-014-0102-x","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-014-0102-x","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/s12911-014-0102-x","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062305162","display_name":"Joost de Folter","orcid":"https://orcid.org/0000-0001-9704-2925"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Joost de Folter","raw_affiliation_strings":["Brunel University, Uxbridge, UB8 3PH, UK. joost.defolter@brunel.ac.uk","Brunel University, Uxbridge, UB8 3PH, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brunel University, Uxbridge, UB8 3PH, UK. joost.defolter@brunel.ac.uk","institution_ids":["https://openalex.org/I59433898"]},{"raw_affiliation_string":"Brunel University, Uxbridge, UB8 3PH, UK","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040963864","display_name":"H\u00fclya G\u00f6kalp","orcid":"https://orcid.org/0000-0002-3102-2136"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hulya Gokalp","raw_affiliation_strings":["Brunel University, Uxbridge, UB8 3PH, UK. hulya.gokalp@brunel.ac.uk","Brunel University, Uxbridge, UB8 3PH, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brunel University, Uxbridge, UB8 3PH, UK. hulya.gokalp@brunel.ac.uk","institution_ids":["https://openalex.org/I59433898"]},{"raw_affiliation_string":"Brunel University, Uxbridge, UB8 3PH, UK","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067327141","display_name":"Joanna Fursse","orcid":"https://orcid.org/0000-0003-0612-0399"},"institutions":[{"id":"https://openalex.org/I4210104071","display_name":"Chorley and South Ribble Hospital","ror":"https://ror.org/01hm85r97","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1293129422","https://openalex.org/I4210104071"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Joanna Fursse","raw_affiliation_strings":["Chorleywood Health Centre, 15 Lower Rd, Chorleywood, Rickmansworth, WD3 5EA, UK. j.fursse@gmail.com","Chorleywood Health Centre, 15 Lower Rd, Chorleywood, Rickmansworth, WD3 5EA, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chorleywood Health Centre, 15 Lower Rd, Chorleywood, Rickmansworth, WD3 5EA, UK. j.fursse@gmail.com","institution_ids":["https://openalex.org/I4210104071"]},{"raw_affiliation_string":"Chorleywood Health Centre, 15 Lower Rd, Chorleywood, Rickmansworth, WD3 5EA, UK","institution_ids":["https://openalex.org/I4210104071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012153679","display_name":"Urvashi Sharma","orcid":"https://orcid.org/0000-0002-5467-1876"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Urvashi Sharma","raw_affiliation_strings":["Brunel University, Uxbridge, UB8 3PH, UK. urvashi.sharma@brunel.ac.uk","Brunel University, Uxbridge, UB8 3PH, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brunel University, Uxbridge, UB8 3PH, UK. urvashi.sharma@brunel.ac.uk","institution_ids":["https://openalex.org/I59433898"]},{"raw_affiliation_string":"Brunel University, Uxbridge, UB8 3PH, UK","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047680390","display_name":"Malcolm Clarke","orcid":"https://orcid.org/0000-0002-4345-3347"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Malcolm Clarke","raw_affiliation_strings":["Brunel University, Uxbridge, UB8 3PH, UK. malcolm.clarke@brunel.ac.uk","Brunel University, Uxbridge, UB8 3PH, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brunel University, Uxbridge, UB8 3PH, UK. malcolm.clarke@brunel.ac.uk","institution_ids":["https://openalex.org/I59433898"]},{"raw_affiliation_string":"Brunel University, Uxbridge, UB8 3PH, UK","institution_ids":["https://openalex.org/I59433898"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1541,"currency":"EUR","value_usd":1661},"fwci":2.7193,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.92666655,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"14","issue":"1","first_page":"102","last_page":"102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.7343999743461609,"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/T10799","display_name":"Data Visualization and Analytics","score":0.7343999743461609,"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/T10352","display_name":"Physical Activity and Health","score":0.013299999758601189,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T10350","display_name":"Electronic Health Records Systems","score":0.009800000116229057,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7947851419448853},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7888107895851135},{"id":"https://openalex.org/keywords/clarity","display_name":"CLARITY","score":0.7857321500778198},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.6369297504425049},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.5976406931877136},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5511177182197571},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5108332633972168},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.47108781337738037},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.46575242280960083},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32882046699523926},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12309321761131287},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.1108647882938385}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7947851419448853},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7888107895851135},{"id":"https://openalex.org/C2777146004","wikidata":"https://www.wikidata.org/wiki/Q14949826","display_name":"CLARITY","level":2,"score":0.7857321500778198},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.6369297504425049},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.5976406931877136},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5511177182197571},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5108332633972168},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.47108781337738037},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.46575242280960083},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32882046699523926},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12309321761131287},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.1108647882938385},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001291","descriptor_name":"Attitude of Health Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001291","descriptor_name":"Attitude of Health Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001291","descriptor_name":"Attitude of Health Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005069","descriptor_name":"Evaluation Studies as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005069","descriptor_name":"Evaluation Studies as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005069","descriptor_name":"Evaluation Studies as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006184","descriptor_name":"Habits","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006184","descriptor_name":"Habits","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006184","descriptor_name":"Habits","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D007407","descriptor_name":"Interviews as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007407","descriptor_name":"Interviews as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007407","descriptor_name":"Interviews as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010364","descriptor_name":"Pattern Recognition, Visual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010364","descriptor_name":"Pattern Recognition, Visual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010364","descriptor_name":"Pattern Recognition, Visual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016330","descriptor_name":"Frail Elderly","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016330","descriptor_name":"Frail Elderly","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016330","descriptor_name":"Frail Elderly","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D036301","descriptor_name":"Qualitative Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D036301","descriptor_name":"Qualitative Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D036301","descriptor_name":"Qualitative Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12911-014-0102-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-014-0102-x","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-014-0102-x","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:25433372","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25433372","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:bura.brunel.ac.uk:2438/10451","is_oa":false,"landing_page_url":"http://bura.brunel.ac.uk/handle/2438/10451","pdf_url":null,"source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:europepmc.org:3233159","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4265320","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12911-014-0102-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-014-0102-x","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-014-0102-x","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":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2164355149.pdf","grobid_xml":"https://content.openalex.org/works/W2164355149.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W28870424","https://openalex.org/W315075995","https://openalex.org/W1516293359","https://openalex.org/W1796083638","https://openalex.org/W1921549148","https://openalex.org/W1969307352","https://openalex.org/W1985760052","https://openalex.org/W2000438169","https://openalex.org/W2001025430","https://openalex.org/W2013408593","https://openalex.org/W2020592000","https://openalex.org/W2038935290","https://openalex.org/W2042409343","https://openalex.org/W2050445983","https://openalex.org/W2059138622","https://openalex.org/W2070230733","https://openalex.org/W2076885755","https://openalex.org/W2098764462","https://openalex.org/W2103940618","https://openalex.org/W2106144638","https://openalex.org/W2115982943","https://openalex.org/W2136400751","https://openalex.org/W2138667236","https://openalex.org/W2157911237","https://openalex.org/W2331959951","https://openalex.org/W2611369375"],"related_works":["https://openalex.org/W2105200106","https://openalex.org/W1574055964","https://openalex.org/W2104025928","https://openalex.org/W2295030662","https://openalex.org/W4225274103","https://openalex.org/W2923661510","https://openalex.org/W1938514595","https://openalex.org/W2147893003","https://openalex.org/W2579659702","https://openalex.org/W2035418841"],"abstract_inverted_index":{"BACKGROUND:":[0],"Changes":[1],"in":[2,169,193],"daily":[3],"habits":[4,67],"can":[5],"provide":[6,35],"important":[7,167],"information":[8,24,190],"regarding":[9],"the":[10,39,47,53,84,87,125,141,151,159,170,175,180,196,222,228],"overall":[11],"health":[12],"status":[13],"of":[14,55,62,86,128,134,162,174],"an":[15],"individual.":[16],"This":[17,103],"research":[18],"aimed":[19],"to":[20,34,66,83,118,120,150,184,221,227],"determine":[21],"how":[22],"meaningful":[23],"may":[25],"be":[26,72],"extracted":[27,139],"from":[28,74,140],"limited":[29],"sensor":[30,78,142],"data":[31,48,143],"and":[32,44,49,68,76,99,148,153,172,177,189,201],"transformed":[33],"clear":[36],"visualization":[37,88,205],"for":[38,157],"clinicians":[40,152,197],"who":[41],"must":[42],"use":[43],"interact":[45],"with":[46,211],"make":[50],"judgments":[51],"on":[52],"condition":[54,70],"patients.":[56,163],"We":[57,165],"ascertained":[58],"that":[59,123,137],"a":[60,121,208],"number":[61],"insightful":[63],"features":[64,136,188],"related":[65],"physical":[69],"could":[71],"determined":[73],"usage":[75],"motion":[77],"data.":[79],"METHODS:":[80],"Our":[81],"approach":[82,171],"design":[85,122],"follows":[89],"User":[90,111],"Centered":[91,112],"Design,":[92],"specifically,":[93],"defining":[94],"requirements,":[95],"designing":[96],"corresponding":[97],"visualizations":[98,133,213],"finally":[100],"evaluating":[101],"results.":[102],"cycle":[104],"was":[105,115],"iterated":[106],"three":[107],"times.":[108],"RESULTS:":[109],"The":[110,131],"Design":[113],"method":[114],"successfully":[116],"employed":[117],"converge":[119],"met":[124],"main":[126],"objective":[127],"this":[129],"study.":[130],"resulting":[132],"relevant":[135],"were":[138,144,154,224],"considered":[145,155,219],"highly":[146],"effective":[147],"intuitive":[149,220],"suitable":[156],"monitoring":[158],"behavior":[160],"patterns":[161],"CONCLUSIONS:":[164],"observed":[166],"differences":[168],"attitude":[173],"researchers":[176,181,223],"clinicians.":[178,229],"Whereas":[179],"would":[182,198],"prefer":[183,199],"have":[185],"as":[186,191],"many":[187],"possible":[192],"each":[194,204],"visualization,":[195],"clarity":[200],"simplicity,":[202],"often":[203],"having":[206],"only":[207],"single":[209],"feature,":[210],"several":[212],"per":[214],"page.":[215],"In":[216],"addition,":[217],"concepts":[218],"not":[225],"always":[226]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
