{"id":"https://openalex.org/W4411503916","doi":"https://doi.org/10.1007/978-3-031-96239-4_13","title":"Towards Effective AI in\u00a0Healthcare: Identifying Success Factors and\u00a0the\u00a0Potential of\u00a0Human-in-the-Loop","display_name":"Towards Effective AI in\u00a0Healthcare: Identifying Success Factors and\u00a0the\u00a0Potential of\u00a0Human-in-the-Loop","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411503916","doi":"https://doi.org/10.1007/978-3-031-96239-4_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-96239-4_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-96239-4_13","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"book-chapter","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/A5117848181","display_name":"Karolin Theilmann","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092946","display_name":"AWS-Institute for Digitized Products and Processes","ror":"https://ror.org/00g8ww875","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210092946"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Karolin Theilmann","raw_affiliation_strings":["August-Wilhelm Scheer Institut f\u00fcr digitale Produkte und Prozesse gGmbH, 66123, Saarbr\u00fccken, Germany"],"raw_orcid":"https://orcid.org/0009-0000-3272-5557","affiliations":[{"raw_affiliation_string":"August-Wilhelm Scheer Institut f\u00fcr digitale Produkte und Prozesse gGmbH, 66123, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210092946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076582730","display_name":"Nanna Dahlem","orcid":"https://orcid.org/0009-0005-8552-6291"},"institutions":[{"id":"https://openalex.org/I4210092946","display_name":"AWS-Institute for Digitized Products and Processes","ror":"https://ror.org/00g8ww875","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210092946"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nanna Dahlem","raw_affiliation_strings":["August-Wilhelm Scheer Institut f\u00fcr digitale Produkte und Prozesse gGmbH, 66123, Saarbr\u00fccken, Germany"],"raw_orcid":"https://orcid.org/0009-0005-8552-6291","affiliations":[{"raw_affiliation_string":"August-Wilhelm Scheer Institut f\u00fcr digitale Produkte und Prozesse gGmbH, 66123, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210092946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092241774","display_name":"Laura Steffny","orcid":"https://orcid.org/0009-0003-0014-8590"},"institutions":[{"id":"https://openalex.org/I4210092946","display_name":"AWS-Institute for Digitized Products and Processes","ror":"https://ror.org/00g8ww875","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210092946"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Laura Steffny","raw_affiliation_strings":["August-Wilhelm Scheer Institut f\u00fcr digitale Produkte und Prozesse gGmbH, 66123, Saarbr\u00fccken, Germany"],"raw_orcid":"https://orcid.org/0009-0003-0014-8590","affiliations":[{"raw_affiliation_string":"August-Wilhelm Scheer Institut f\u00fcr digitale Produkte und Prozesse gGmbH, 66123, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210092946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104453194","display_name":"Daniela Podevin","orcid":"https://orcid.org/0009-0001-8361-8564"},"institutions":[{"id":"https://openalex.org/I4210092946","display_name":"AWS-Institute for Digitized Products and Processes","ror":"https://ror.org/00g8ww875","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210092946"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniela Podevin","raw_affiliation_strings":["August-Wilhelm Scheer Institut f\u00fcr digitale Produkte und Prozesse gGmbH, 66123, Saarbr\u00fccken, Germany"],"raw_orcid":"https://orcid.org/0009-0001-8361-8564","affiliations":[{"raw_affiliation_string":"August-Wilhelm Scheer Institut f\u00fcr digitale Produkte und Prozesse gGmbH, 66123, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210092946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118457619","display_name":"Julia Hartnik","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101547","display_name":"K8 Institute of Strategic Aesthetics (Germany)","ror":"https://ror.org/018ftzc45","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210101547"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Julia Hartnik","raw_affiliation_strings":["k8-Institut f\u00fcr strategische \u00c4sthetik, 66123, Saarbr\u00fccken, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"k8-Institut f\u00fcr strategische \u00c4sthetik, 66123, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210101547"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064828687","display_name":"Tobias Greff","orcid":"https://orcid.org/0000-0002-4212-8876"},"institutions":[{"id":"https://openalex.org/I4210092946","display_name":"AWS-Institute for Digitized Products and Processes","ror":"https://ror.org/00g8ww875","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210092946"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Greff","raw_affiliation_strings":["August-Wilhelm Scheer Institut f\u00fcr digitale Produkte und Prozesse gGmbH, 66123, Saarbr\u00fccken, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4212-8876","affiliations":[{"raw_affiliation_string":"August-Wilhelm Scheer Institut f\u00fcr digitale Produkte und Prozesse gGmbH, 66123, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210092946"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5117848181"],"corresponding_institution_ids":["https://openalex.org/I4210092946"],"apc_list":null,"apc_paid":null,"fwci":3.5129,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.90721176,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"173","last_page":"188"},"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":0.9991000294685364,"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":0.9991000294685364,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9767000079154968,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9761000275611877,"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/human-in-the-loop","display_name":"Human-in-the-loop","score":0.7719354629516602},{"id":"https://openalex.org/keywords/loop","display_name":"Loop (graph theory)","score":0.5807011127471924},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5772242546081543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40795794129371643},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22117850184440613},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.14173975586891174},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08829429745674133}],"concepts":[{"id":"https://openalex.org/C2780626000","wikidata":"https://www.wikidata.org/wiki/Q5936775","display_name":"Human-in-the-loop","level":2,"score":0.7719354629516602},{"id":"https://openalex.org/C184670325","wikidata":"https://www.wikidata.org/wiki/Q512604","display_name":"Loop (graph theory)","level":2,"score":0.5807011127471924},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5772242546081543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40795794129371643},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22117850184440613},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.14173975586891174},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08829429745674133},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-96239-4_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-96239-4_13","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2501555110","https://openalex.org/W2537576125","https://openalex.org/W2906295032","https://openalex.org/W2908201961","https://openalex.org/W2989512989","https://openalex.org/W3040588647","https://openalex.org/W3169649689","https://openalex.org/W3192495122","https://openalex.org/W3200735449","https://openalex.org/W4226223819","https://openalex.org/W4283219618","https://openalex.org/W4285729579","https://openalex.org/W4312575791","https://openalex.org/W4321782827","https://openalex.org/W4366168581","https://openalex.org/W4366814697","https://openalex.org/W4390943095","https://openalex.org/W4392691776","https://openalex.org/W4393336357","https://openalex.org/W4400501334"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W24774503","https://openalex.org/W2390279801","https://openalex.org/W4367173559","https://openalex.org/W4409348652","https://openalex.org/W4404795748","https://openalex.org/W4405627308","https://openalex.org/W4404893116"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}