{"id":"https://openalex.org/W4392896732","doi":"https://doi.org/10.1007/s11548-024-03097-z","title":"Model guided medicine and the search for truth","display_name":"Model guided medicine and the search for truth","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392896732","doi":"https://doi.org/10.1007/s11548-024-03097-z","pmid":"https://pubmed.ncbi.nlm.nih.gov/38498131"},"language":"en","primary_location":{"id":"doi:10.1007/s11548-024-03097-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-024-03097-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-024-03097-z.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"type":"editorial","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11548-024-03097-z.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014139782","display_name":"Heinz U. Lemke","orcid":null},"institutions":[{"id":"https://openalex.org/I6665906","display_name":"Carrier (United States)","ror":"https://ror.org/00my8w381","country_code":"US","type":"company","lineage":["https://openalex.org/I6665906"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Heinz U. Lemke","raw_affiliation_strings":["International Foundation for CARS, K\u00fcssaberg, Germany. hulemke@cars-int.org","International Foundation for CARS, K\u00fcssaberg, Germany"],"affiliations":[{"raw_affiliation_string":"International Foundation for CARS, K\u00fcssaberg, Germany. hulemke@cars-int.org","institution_ids":["https://openalex.org/I6665906"]},{"raw_affiliation_string":"International Foundation for CARS, K\u00fcssaberg, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5014139782"],"corresponding_institution_ids":["https://openalex.org/I6665906"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":{"value":3390,"currency":"EUR","value_usd":4390},"fwci":3.902,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.93744102,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"19","issue":"4","first_page":"601","last_page":"607"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14222","display_name":"Knowledge Management and Technology","score":0.9790999889373779,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/corollary","display_name":"Corollary","score":0.8518601655960083},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5960596203804016},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5576571226119995},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5570312738418579},{"id":"https://openalex.org/keywords/foundation","display_name":"Foundation (evidence)","score":0.496584951877594},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.47897934913635254},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.46570852398872375},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.44774043560028076},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4200907051563263},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.16960671544075012},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15650030970573425},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11415153741836548},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.10835069417953491},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.10236251354217529}],"concepts":[{"id":"https://openalex.org/C2780012671","wikidata":"https://www.wikidata.org/wiki/Q1343870","display_name":"Corollary","level":2,"score":0.8518601655960083},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5960596203804016},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5576571226119995},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5570312738418579},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.496584951877594},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.47897934913635254},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.46570852398872375},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.44774043560028076},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4200907051563263},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.16960671544075012},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15650030970573425},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11415153741836548},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.10835069417953491},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.10236251354217529},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11548-024-03097-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-024-03097-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-024-03097-z.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},{"id":"pmid:38498131","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38498131","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":"International journal of computer assisted radiology and surgery","raw_type":null}],"best_oa_location":{"id":"doi:10.1007/s11548-024-03097-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-024-03097-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-024-03097-z.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392896732.pdf"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W1965555277","https://openalex.org/W1999848913","https://openalex.org/W3208934937","https://openalex.org/W4293194471","https://openalex.org/W4367314615","https://openalex.org/W4391230794","https://openalex.org/W4392738995","https://openalex.org/W4394747063","https://openalex.org/W4399055747","https://openalex.org/W6780161852"],"related_works":["https://openalex.org/W2376029318","https://openalex.org/W2388301251","https://openalex.org/W2013770701","https://openalex.org/W3013941779","https://openalex.org/W1998659141","https://openalex.org/W3195376785","https://openalex.org/W2951185269","https://openalex.org/W2319937810","https://openalex.org/W2370435933","https://openalex.org/W2947625790"],"abstract_inverted_index":{"PurposeT.S.":[0],"Eliot,":[1],"in":[2,22,31,40,48,67,108,138,155,166],"the":[3,17,26,35,41,57,75,98,109,121],"play":[4],"\"The":[5],"Rock\"":[6],"(in":[7],"1934)":[8],"is":[9,16,25,34,56,73,104],"often":[10],"cited":[11],"with":[12,180],"three":[13],"questions:\u2022":[14],"Where":[15,24,33,55],"Life":[18],"we":[19,28,37,50,64,172],"have":[20,29,38,65],"lost":[21,30,39,66],"living?\u2022":[23],"wisdom":[27],"knowledge?\u2022":[32],"knowledge":[36],"information?As":[42],"a":[43],"corollary":[44,102],"90":[45],"years":[46],"later,":[47],"2024,":[49],"may":[51],"add":[52],"to":[53,105,114,123,164,174],"this:\u2022":[54],"truth":[58,62],"and":[59,85,125,159,182],"handling":[60],"of":[61,77,100,178],"(wisdom)":[63],"(big)":[68],"data?Assuming":[69],"that":[70,129,161],"health":[71,140],"care":[72,141],"at":[74],"beginning":[76],"an":[78],"AI-driven":[79],"revolution":[80],"promoted":[81],"by":[82],"Foundation":[83],"Models":[84],"standard":[86],"AI":[87],"frameworks,":[88],"such":[89],"as":[90],"ISO/IEC":[91],"42001":[92],"AIMS":[93],"(Artificial":[94],"Intelligence":[95],"Management":[96],"System),":[97],"message":[99],"this":[101],"question":[103],"raise":[106],"awareness":[107],"traditionally":[110],"data-driven":[111],"CARS":[112],"community":[113],"prepare":[115],"itself":[116],"for":[117,120],"fundamental":[118],"changes.Specifically":[119],"need":[122,173],"elucidate":[124],"address":[126],"related":[127],"questions":[128],"present":[130],"future":[131],"challenges":[132],"when":[133],"employing":[134],"AI-based":[135,156],"IT":[136,157],"systems":[137,148],"dataintensive":[139],"decision":[142,168],"making,":[143],"e.g.:1.":[144],"What":[145],"basic":[146],"value":[147],"(bias),":[149],"if":[150],"any,":[151],"should":[152],"be":[153],"reflected":[154],"models":[158],"algorithms":[160],"are":[162],"designed":[163],"assist":[165],"clinical":[167],"making?2.":[169],"Why":[170],"do":[171],"re-examine":[175],"communication":[176],"behaviour":[177],"humans":[179],"intelligent":[181],"networked":[183],"machines":[184],"?":[185]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2026-02-24T19:35:01.260952","created_date":"2025-10-10T00:00:00"}