{"id":"https://openalex.org/W2604204979","doi":"https://doi.org/10.3233/978-1-61499-742-9-1","title":"What We Can Learn from Amazon for Clinical Decision Support Systems","display_name":"What We Can Learn from Amazon for Clinical Decision Support Systems","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2604204979","doi":"https://doi.org/10.3233/978-1-61499-742-9-1","mag":"2604204979","pmid":"https://pubmed.ncbi.nlm.nih.gov/28186006"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-742-9-1","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-742-9-1","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5058837746","display_name":"Sidra Abid","orcid":null},"institutions":[{"id":"https://openalex.org/I2802429487","display_name":"SNC-Lavalin (Canada)","ror":"https://ror.org/03k1gyh28","country_code":"CA","type":"company","lineage":["https://openalex.org/I2802429487"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Abid Sidra","raw_affiliation_strings":["InfoClin Inc, Toronto, ON"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"InfoClin Inc, Toronto, ON","institution_ids":["https://openalex.org/I2802429487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037765390","display_name":"Karim Keshavjee","orcid":"https://orcid.org/0000-0003-1317-7035"},"institutions":[{"id":"https://openalex.org/I2802429487","display_name":"SNC-Lavalin (Canada)","ror":"https://ror.org/03k1gyh28","country_code":"CA","type":"company","lineage":["https://openalex.org/I2802429487"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Keshavjee Karim","raw_affiliation_strings":["InfoClin Inc, Toronto, ON"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"InfoClin Inc, Toronto, ON","institution_ids":["https://openalex.org/I2802429487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083763249","display_name":"Arsalan Karim","orcid":null},"institutions":[{"id":"https://openalex.org/I2802429487","display_name":"SNC-Lavalin (Canada)","ror":"https://ror.org/03k1gyh28","country_code":"CA","type":"company","lineage":["https://openalex.org/I2802429487"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Karim Arsalan","raw_affiliation_strings":["InfoClin Inc, Toronto, ON"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"InfoClin Inc, Toronto, ON","institution_ids":["https://openalex.org/I2802429487"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055751982","display_name":"Aziz Guergachi","orcid":"https://orcid.org/0000-0001-9785-9097"},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Guergachi Aziz","raw_affiliation_strings":["Ryerson University, Toronto, ON"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ryerson University, Toronto, ON","institution_ids":["https://openalex.org/I530967"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058837746"],"corresponding_institution_ids":["https://openalex.org/I2802429487"],"apc_list":null,"apc_paid":null,"fwci":1.6237,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.82651072,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"234","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8021000027656555,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8021000027656555,"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/amazon-rainforest","display_name":"Amazon rainforest","score":0.8052211999893188},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6162865161895752},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.47126007080078125},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.44590723514556885},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4112214744091034},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3122626841068268},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.052034586668014526}],"concepts":[{"id":"https://openalex.org/C535291247","wikidata":"https://www.wikidata.org/wiki/Q177567","display_name":"Amazon rainforest","level":2,"score":0.8052211999893188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6162865161895752},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.47126007080078125},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44590723514556885},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4112214744091034},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3122626841068268},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.052034586668014526},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003661","descriptor_name":"Decision Support Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003661","descriptor_name":"Decision Support Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003661","descriptor_name":"Decision Support Techniques","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-742-9-1","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-742-9-1","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:28186006","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28186006","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2046929026","https://openalex.org/W2779278343","https://openalex.org/W1996434451","https://openalex.org/W1569026615","https://openalex.org/W2791725133","https://openalex.org/W2338117633","https://openalex.org/W2112831187","https://openalex.org/W2122149485","https://openalex.org/W4232131108","https://openalex.org/W2098044946"],"abstract_inverted_index":{"Health":[0],"care":[1,86],"continue":[2],"to":[3,33,37,75,101],"lag":[4],"behind":[5],"other":[6],"industries,":[7],"such":[8],"as":[9],"retail":[10],"and":[11,30,45,67,71],"financial":[12],"services,":[13],"in":[14,24,53,83],"the":[15,25,51,64,84],"use":[16,26],"of":[17,27,63],"decision-support-like":[18],"tools.":[19],"Amazon":[20,65,90],"is":[21],"particularly":[22],"prolific":[23],"advanced":[28],"predictive":[29],"prescriptive":[31],"analytics":[32],"assist":[34],"its":[35],"customers":[36],"purchase":[38],"more,":[39],"while":[40],"increasing":[41],"satisfaction,":[42],"retention,":[43],"repeat-purchases":[44],"loyalty.":[46],"How":[47],"can":[48],"we":[49,59,92,94],"do":[50],"same":[52],"health":[54,85],"care?":[55],"In":[56],"this":[57],"paper,":[58],"explore":[60],"various":[61],"elements":[62],"website":[66],"Amazon's":[68],"data":[69,73],"science":[70],"big":[72],"practices":[74],"gather":[76],"inspiration":[77],"for":[78],"re-designing":[79],"clinical":[80,99],"decision":[81],"support":[82],"sector.":[87],"For":[88],"each":[89],"element":[91],"identified,":[93],"present":[95],"one":[96],"or":[97],"more":[98],"applications":[100],"help":[102],"us":[103],"better":[104],"understand":[105],"where":[106],"Amazon's.":[107]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}