{"id":"https://openalex.org/W4226271734","doi":"https://doi.org/10.1007/978-3-658-36932-3_23","title":"Abstract: How to Generate Patient Benefit with Surgical Data Science","display_name":"Abstract: How to Generate Patient Benefit with Surgical Data Science","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4226271734","doi":"https://doi.org/10.1007/978-3-658-36932-3_23"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-658-36932-3_23","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-658-36932-3_23","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-658-36932-3_23.pdf","source":{"id":"https://openalex.org/S4210235615","display_name":"Informatik aktuell","issn_l":"1431-472X","issn":["1431-472X","2628-8958"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatik aktuell","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-658-36932-3_23.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101907663","display_name":"Matthias Eisenmann","orcid":"https://orcid.org/0000-0002-0713-8761"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Matthias Eisenmann","raw_affiliation_strings":["Division of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Heidelberg,, Deutschland"],"affiliations":[{"raw_affiliation_string":"Division of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Heidelberg,, Deutschland","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047698894","display_name":"Minu D. Tizabi","orcid":"https://orcid.org/0000-0003-3687-6381"},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Minu D. Tizabi","raw_affiliation_strings":["Division of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Heidelberg,, Deutschland"],"affiliations":[{"raw_affiliation_string":"Division of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Heidelberg,, Deutschland","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077390302","display_name":"Keno M\u00e4rz","orcid":"https://orcid.org/0000-0003-3503-1918"},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Keno M\u00e4rz","raw_affiliation_strings":["Division of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Heidelberg,, Deutschland"],"affiliations":[{"raw_affiliation_string":"Division of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Heidelberg,, Deutschland","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023493127","display_name":"Lena Maier\u2010Hein","orcid":"https://orcid.org/0000-0003-4910-9368"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lena Maier-Hein","raw_affiliation_strings":["Division of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Heidelberg,, Deutschland"],"affiliations":[{"raw_affiliation_string":"Division of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Heidelberg,, Deutschland","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101907663"],"corresponding_institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10416667,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"113","last_page":"113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T11930","display_name":"Cardiac, Anesthesia and Surgical Outcomes","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T12443","display_name":"Delphi Technique in Research","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/delphi-method","display_name":"Delphi method","score":0.6625376343727112},{"id":"https://openalex.org/keywords/delphi","display_name":"Delphi","score":0.6173020005226135},{"id":"https://openalex.org/keywords/medical-science","display_name":"Medical science","score":0.5431252717971802},{"id":"https://openalex.org/keywords/radiological-weapon","display_name":"Radiological weapon","score":0.5255131721496582},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5216286778450012},{"id":"https://openalex.org/keywords/translational-research","display_name":"Translational research","score":0.4569980502128601},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.44855010509490967},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.44496583938598633},{"id":"https://openalex.org/keywords/translational-science","display_name":"Translational science","score":0.43648388981819153},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.43234190344810486},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.3404920697212219},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32496780157089233},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.1954827904701233},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.15527474880218506},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10996320843696594},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07083442807197571}],"concepts":[{"id":"https://openalex.org/C60641444","wikidata":"https://www.wikidata.org/wiki/Q841602","display_name":"Delphi method","level":2,"score":0.6625376343727112},{"id":"https://openalex.org/C2779495148","wikidata":"https://www.wikidata.org/wiki/Q487378","display_name":"Delphi","level":2,"score":0.6173020005226135},{"id":"https://openalex.org/C3020610715","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medical science","level":2,"score":0.5431252717971802},{"id":"https://openalex.org/C190892606","wikidata":"https://www.wikidata.org/wiki/Q3512464","display_name":"Radiological weapon","level":2,"score":0.5255131721496582},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5216286778450012},{"id":"https://openalex.org/C128544194","wikidata":"https://www.wikidata.org/wiki/Q474859","display_name":"Translational research","level":2,"score":0.4569980502128601},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44855010509490967},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.44496583938598633},{"id":"https://openalex.org/C57634137","wikidata":"https://www.wikidata.org/wiki/Q474859","display_name":"Translational science","level":2,"score":0.43648388981819153},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.43234190344810486},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3404920697212219},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32496780157089233},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.1954827904701233},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.15527474880218506},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10996320843696594},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07083442807197571},{"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-658-36932-3_23","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-658-36932-3_23","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-658-36932-3_23.pdf","source":{"id":"https://openalex.org/S4210235615","display_name":"Informatik aktuell","issn_l":"1431-472X","issn":["1431-472X","2628-8958"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatik aktuell","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-658-36932-3_23","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-658-36932-3_23","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-658-36932-3_23.pdf","source":{"id":"https://openalex.org/S4210235615","display_name":"Informatik aktuell","issn_l":"1431-472X","issn":["1431-472X","2628-8958"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatik aktuell","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4226271734.pdf","grobid_xml":"https://content.openalex.org/works/W4226271734.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W3212407416"],"related_works":["https://openalex.org/W4323018902","https://openalex.org/W30833431","https://openalex.org/W4317433677","https://openalex.org/W2991308119","https://openalex.org/W2117482694","https://openalex.org/W2062050714","https://openalex.org/W2030487194","https://openalex.org/W1980996290","https://openalex.org/W2560183138","https://openalex.org/W2374272506"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
