{"id":"https://openalex.org/W2679212209","doi":"https://doi.org/10.1145/3056540.3064960","title":"A Framework to Design Successful Clinical Decision Support Systems","display_name":"A Framework to Design Successful Clinical Decision Support Systems","publication_year":2017,"publication_date":"2017-06-21","ids":{"openalex":"https://openalex.org/W2679212209","doi":"https://doi.org/10.1145/3056540.3064960","mag":"2679212209"},"language":"en","primary_location":{"id":"doi:10.1145/3056540.3064960","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3056540.3064960","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments","raw_type":"proceedings-article"},"type":"conference-paper","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/A5030534346","display_name":"Dimitrios Zikos","orcid":"https://orcid.org/0000-0002-2951-4350"},"institutions":[{"id":"https://openalex.org/I1629065","display_name":"Central Michigan University","ror":"https://ror.org/02xawj266","country_code":"US","type":"education","lineage":["https://openalex.org/I1629065"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dimitrios Zikos","raw_affiliation_strings":["Health Administration Division, Central Michigan University, Mt Pleasant, MI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Health Administration Division, Central Michigan University, Mt Pleasant, MI","institution_ids":["https://openalex.org/I1629065"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5030534346"],"corresponding_institution_ids":["https://openalex.org/I1629065"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"185","last_page":"188"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.9937999844551086,"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"}},"topics":[{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.9937999844551086,"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"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9664000272750854,"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"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9501000046730042,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.7448209524154663},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.7277281880378723},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6352794170379639},{"id":"https://openalex.org/keywords/clinical-decision-making","display_name":"Clinical decision making","score":0.6231249570846558},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5130087733268738},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4418138861656189},{"id":"https://openalex.org/keywords/r-cast","display_name":"R-CAST","score":0.42863136529922485},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3881855607032776},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.33133965730667114},{"id":"https://openalex.org/keywords/business-decision-mapping","display_name":"Business decision mapping","score":0.2788379192352295},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24618226289749146},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12721985578536987},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12041646242141724}],"concepts":[{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.7448209524154663},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.7277281880378723},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6352794170379639},{"id":"https://openalex.org/C2989179672","wikidata":"https://www.wikidata.org/wiki/Q6806500","display_name":"Clinical decision making","level":2,"score":0.6231249570846558},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5130087733268738},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4418138861656189},{"id":"https://openalex.org/C59719044","wikidata":"https://www.wikidata.org/wiki/Q7273265","display_name":"R-CAST","level":4,"score":0.42863136529922485},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3881855607032776},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.33133965730667114},{"id":"https://openalex.org/C97944126","wikidata":"https://www.wikidata.org/wiki/Q5001864","display_name":"Business decision mapping","level":3,"score":0.2788379192352295},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24618226289749146},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12721985578536987},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12041646242141724},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3056540.3064960","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3056540.3064960","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W13514902","https://openalex.org/W1539081709","https://openalex.org/W1547701650","https://openalex.org/W1562622067","https://openalex.org/W1905337546","https://openalex.org/W1971017500","https://openalex.org/W1976047246","https://openalex.org/W1988483475","https://openalex.org/W2097928259","https://openalex.org/W2132075088","https://openalex.org/W2137080502","https://openalex.org/W2166938733","https://openalex.org/W2168057267","https://openalex.org/W2299467264","https://openalex.org/W2321860251","https://openalex.org/W2403153566","https://openalex.org/W2596335130"],"related_works":["https://openalex.org/W2112831187","https://openalex.org/W2046929026","https://openalex.org/W2779278343","https://openalex.org/W2791725133","https://openalex.org/W2550748525","https://openalex.org/W4232131108","https://openalex.org/W2307503804","https://openalex.org/W2059788079","https://openalex.org/W2998089545","https://openalex.org/W1989169112"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"seven":[3],"principles":[4],"for":[5,15],"successful":[6],"modeling":[7,103],"of":[8,36,63,72,111],"the":[9,33,109],"clinical":[10,16,28,50,80],"process,":[11],"forming":[12],"a":[13,93],"framework":[14],"decision":[17,56,81,115],"support":[18,57,82],"systems":[19,113],"design.":[20],"Modeling":[21],"methods":[22,83],"should":[23,31,84],"incorporate":[24],"data":[25],"interactions":[26],"during":[27],"decisions":[29],"and":[30],"mimic":[32],"cognitive":[34],"skills":[35],"clinicians.":[37],"Predictive":[38],"models":[39],"need":[40],"to":[41,48,60,91,101,114],"be":[42,69,85],"interactive,":[43],"regenerating":[44],"predictions":[45],"in":[46,88,105],"response":[47,110],"new":[49],"information,":[51],"or":[52],"clinician":[53],"feedback.":[54],"Any":[55],"method":[58],"needs":[59],"consider":[61],"trends":[62,67],"physiological":[64],"measurements.":[65],"Temporal":[66],"can":[68,99],"stronger":[70],"predictors":[71],"health":[73,112],"outcomes,":[74],"than":[75],"cross":[76],"sectional":[77],"values.":[78],"Finally,":[79],"outcomes":[86],"based,":[87],"an":[89],"effort":[90],"avoid":[92],"'historical":[94],"decision'":[95],"bias.":[96],"These":[97],"principles,":[98],"contribute":[100],"optimized":[102],"methodologies":[104],"healthcare":[106],"settings,":[107],"improving":[108],"making":[116],"challenges.":[117]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}