{"id":"https://openalex.org/W2467557713","doi":"https://doi.org/10.3233/978-1-61499-653-8-175","title":"Prediction of Outcome after Traumatic Brain Injury: Comparison of Disease State Index and IMPACT Calculator","display_name":"Prediction of Outcome after Traumatic Brain Injury: Comparison of Disease State Index and IMPACT Calculator","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2467557713","doi":"https://doi.org/10.3233/978-1-61499-653-8-175","mag":"2467557713","pmid":"https://pubmed.ncbi.nlm.nih.gov/27225575"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-653-8-175","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-653-8-175","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":"book-chapter","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/A5079096864","display_name":"Hilkka Liedes","orcid":"https://orcid.org/0000-0003-4655-7675"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Liedes Hilkka","raw_affiliation_strings":["VTT Technical Research Centre of Finland Ltd, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland Ltd, Tampere, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089231748","display_name":"Jussi Mattila","orcid":"https://orcid.org/0000-0003-4320-9069"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mattila Jussi","raw_affiliation_strings":["VTT Technical Research Centre of Finland Ltd, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland Ltd, Tampere, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026647662","display_name":"Hester F. Lingsma","orcid":"https://orcid.org/0000-0003-2063-9533"},"institutions":[{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Lingsma Hester","raw_affiliation_strings":["Erasmus Medical Centre, Rotterdam, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Erasmus Medical Centre, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I913958620"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lötjönen Jyrki","orcid":null},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Lötjönen Jyrki","raw_affiliation_strings":["VTT Technical Research Centre of Finland Ltd, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland Ltd, Tampere, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110787976","display_name":"David K. Menon","orcid":null},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I4210156194","display_name":"Addenbrooke's Hospital","ror":"https://ror.org/055vbxf86","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2802466933","https://openalex.org/I4210156194"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Menon David","raw_affiliation_strings":["Division of Anaesthesia, University of Cambridge, Addenbrooke's Hospital, Cambridge, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Anaesthesia, University of Cambridge, Addenbrooke's Hospital, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749","https://openalex.org/I4210156194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072685466","display_name":"Olli Tenovuo","orcid":"https://orcid.org/0000-0003-1876-3180"},"institutions":[{"id":"https://openalex.org/I2801970007","display_name":"Turku University Hospital","ror":"https://ror.org/05dbzj528","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I2801970007","https://openalex.org/I4210127022"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tenovuo Olli","raw_affiliation_strings":["Division of Clinical Neurosciences, Department of Rehabilitation and Brain Trauma, Turku University Hospital, Turku, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Clinical Neurosciences, Department of Rehabilitation and Brain Trauma, Turku University Hospital, Turku, Finland","institution_ids":["https://openalex.org/I2801970007"]}]},{"author_position":"last","author":{"id":null,"display_name":"van Gils Mark","orcid":null},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"van Gils Mark","raw_affiliation_strings":["VTT Technical Research Centre of Finland Ltd, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland Ltd, Tampere, Finland","institution_ids":["https://openalex.org/I87653560"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2284,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.88371061,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"224","issue":null,"first_page":"175","last_page":"80"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10706","display_name":"Traumatic Brain Injury and Neurovascular Disturbances","score":0.973800003528595,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10706","display_name":"Traumatic Brain Injury and Neurovascular Disturbances","score":0.973800003528595,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10416","display_name":"Traumatic Brain Injury Research","score":0.9599000215530396,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11744","display_name":"Health Sciences Research and Education","score":0.9441999793052673,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"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/traumatic-brain-injury","display_name":"Traumatic brain injury","score":0.8745481371879578},{"id":"https://openalex.org/keywords/calculator","display_name":"Calculator","score":0.6363025307655334},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.47992143034935},{"id":"https://openalex.org/keywords/clinical-practice","display_name":"Clinical Practice","score":0.47038212418556213},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4271080493927002},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.41900381445884705},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.3456169366836548},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.325960636138916},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2961505055427551},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1373690664768219},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.11888265609741211}],"concepts":[{"id":"https://openalex.org/C2781017439","wikidata":"https://www.wikidata.org/wiki/Q1995526","display_name":"Traumatic brain injury","level":2,"score":0.8745481371879578},{"id":"https://openalex.org/C2776836400","wikidata":"https://www.wikidata.org/wiki/Q31087","display_name":"Calculator","level":2,"score":0.6363025307655334},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.47992143034935},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.47038212418556213},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4271080493927002},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.41900381445884705},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.3456169366836548},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.325960636138916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2961505055427551},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1373690664768219},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.11888265609741211},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","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":"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":"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":"D011237","descriptor_name":"Predictive Value of Tests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011237","descriptor_name":"Predictive Value of Tests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011237","descriptor_name":"Predictive Value of Tests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023261","descriptor_name":"Glasgow Outcome Scale","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023261","descriptor_name":"Glasgow Outcome Scale","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023261","descriptor_name":"Glasgow Outcome Scale","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063868","descriptor_name":"Patient Outcome Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063868","descriptor_name":"Patient Outcome Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063868","descriptor_name":"Patient Outcome Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.3233/978-1-61499-653-8-175","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-653-8-175","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:27225575","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27225575","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},{"id":"pmh:oai:pure.eur.nl:publications/10699598-b6b3-40d1-a316-2a161f407a5a","is_oa":false,"landing_page_url":"https://pure.eur.nl/en/publications/10699598-b6b3-40d1-a316-2a161f407a5a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401266","display_name":"EUR Research Repository (Erasmus University Rotterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I913958620","host_organization_name":"Erasmus University Rotterdam","host_organization_lineage":["https://openalex.org/I913958620"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Liedes, H, Mattila, J, Lingsma, H, Lotjonen, J, Menon, D, Tenovuo, O & van Gils, M 2016, Prediction of Outcome after Traumatic Brain Injury: Comparison of Disease State Index and IMPACT Calculator. in Studies in Health Technology and Informatics. vol. 224, pp. 175-180.","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G7111735639","display_name":"NIHR Senior Investigator Award","funder_award_id":"NF-SI-0512-10090","funder_id":"https://openalex.org/F4320319990","funder_display_name":"National Institute for Health and Care Research"}],"funders":[{"id":"https://openalex.org/F4320319990","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1490606327","https://openalex.org/W2475866497","https://openalex.org/W2561023381","https://openalex.org/W2797548350","https://openalex.org/W2362078318","https://openalex.org/W220219137","https://openalex.org/W4231071852","https://openalex.org/W2316752057","https://openalex.org/W2348714797","https://openalex.org/W1556282606"],"abstract_inverted_index":{"Traumatic":[0],"brain":[1],"injury":[2],"(TBI)":[3],"is":[4,23,112],"a":[5,113],"major":[6],"cause":[7],"of":[8,19,24,37,53,59,80,89],"death":[9],"and":[10,30,42,78],"disability,":[11],"especially":[12],"in":[13,27,50,83,128],"young":[14],"adults.":[15],"A":[16],"reliable":[17],"prediction":[18,52],"outcome":[20,55],"after":[21,56],"TBI":[22,71,84],"great":[25],"importance":[26],"clinical":[28,129],"practice":[29],"research.":[31],"We":[32],"aimed":[33],"to":[34],"compare":[35],"performance":[36,88,101],"the":[38,51,60,73,103,110],"well-established":[39],"IMPACT":[40],"calculator":[41],"an":[43],"alternative":[44],"method,":[45],"Disease":[46],"State":[47],"Index":[48],"(DSI),":[49],"six-month":[54],"TBI.":[57],"Performance":[58],"models":[61,91,95],"was":[62,92],"evaluated":[63],"using":[64],"2036":[65],"patients":[66],"with":[67,96,116,123],"moderate":[68],"or":[69],"severe":[70],"from":[72],"International":[74],"Mission":[75],"for":[76],"Prognosis":[77],"Analysis":[79],"Clinical":[81],"Trials":[82],"(IMPACT)":[85],"database.":[86],"Prediction":[87],"both":[90],"similar.":[93],"The":[94],"more":[97],"variables":[98],"provided":[99],"better":[100],"than":[102],"simpler":[104],"models.":[105],"This":[106],"study":[107],"showed":[108],"that":[109,119],"DSI":[111],"valid":[114],"tool":[115],"efficient":[117],"visualizations":[118],"can":[120],"help":[121],"clinicians":[122],"their":[124],"decision":[125],"making":[126],"process":[127],"practice.":[130]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}