{"id":"https://openalex.org/W4403890056","doi":"https://doi.org/10.1007/978-3-031-73741-1_13","title":"Future Opportunities for\u00a0Systematic AI Support in\u00a0Healthcare","display_name":"Future Opportunities for\u00a0Systematic AI Support in\u00a0Healthcare","publication_year":2024,"publication_date":"2024-10-30","ids":{"openalex":"https://openalex.org/W4403890056","doi":"https://doi.org/10.1007/978-3-031-73741-1_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-73741-1_13","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-73741-1_13","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-73741-1_13.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-73741-1_13.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029326529","display_name":"Markus Bertl","orcid":"https://orcid.org/0000-0003-0644-8095"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":true,"raw_author_name":"Markus Bertl","raw_affiliation_strings":["School of Information Technology, Tallinn University of Technology, 12616, Tallinn, Estonia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Tallinn University of Technology, 12616, Tallinn, Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036201547","display_name":"Gunnar Piho","orcid":"https://orcid.org/0000-0003-4488-3389"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Gunnar Piho","raw_affiliation_strings":["School of Information Technology, Tallinn University of Technology, 12616, Tallinn, Estonia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Tallinn University of Technology, 12616, Tallinn, Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024067855","display_name":"Dirk Draheim","orcid":"https://orcid.org/0000-0003-3376-7489"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Dirk Draheim","raw_affiliation_strings":["School of Information Technology, Tallinn University of Technology, 12616, Tallinn, Estonia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Tallinn University of Technology, 12616, Tallinn, Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086585806","display_name":"Peeter Ross","orcid":"https://orcid.org/0000-0003-1072-7249"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]},{"id":"https://openalex.org/I4210095453","display_name":"East Tallinn Central Hospital","ror":"https://ror.org/00wpg5z42","country_code":"EE","type":"healthcare","lineage":["https://openalex.org/I4210095453"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Peeter Ross","raw_affiliation_strings":["Department of Research, East-Tallinn Central Hospital, Ravi 18, 10138, Tallinn, Estonia","School of Information Technology, Tallinn University of Technology, 12616, Tallinn, Estonia"],"affiliations":[{"raw_affiliation_string":"Department of Research, East-Tallinn Central Hospital, Ravi 18, 10138, Tallinn, Estonia","institution_ids":["https://openalex.org/I4210095453"]},{"raw_affiliation_string":"School of Information Technology, Tallinn University of Technology, 12616, Tallinn, Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070083469","display_name":"Ludwig Pechmann","orcid":"https://orcid.org/0000-0002-5390-2353"},"institutions":[{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ludwig Pechmann","raw_affiliation_strings":["Institute for Software Engineering and Programming Languages, University of L\u00fcbeck, Maria-Goeppert-Str. 3, 23562, L\u00fcbeck, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Software Engineering and Programming Languages, University of L\u00fcbeck, Maria-Goeppert-Str. 3, 23562, L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I9341345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114454385","display_name":"Nicholas Bucciarelli","orcid":null},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]},{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas Bucciarelli","raw_affiliation_strings":["Cornell University, 616 Thurston Avenue, Ithaca, NY, 14853, USA","Rochester Institute of Technology, One Lomb Memorial Drive, Rochester, NY, 14623, USA"],"affiliations":[{"raw_affiliation_string":"Cornell University, 616 Thurston Avenue, Ithaca, NY, 14853, USA","institution_ids":["https://openalex.org/I205783295"]},{"raw_affiliation_string":"Rochester Institute of Technology, One Lomb Memorial Drive, Rochester, NY, 14623, USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101670380","display_name":"Rahul Sharma","orcid":"https://orcid.org/0000-0003-2464-9181"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]},{"id":"https://openalex.org/I166533956","display_name":"Institute of Management Technology","ror":"https://ror.org/05k0kb696","country_code":"IN","type":"education","lineage":["https://openalex.org/I166533956"]}],"countries":["EE","IN"],"is_corresponding":false,"raw_author_name":"Rahul Sharma","raw_affiliation_strings":["Department of Information Technology, Ajay Kumar Garg Engineering College, 27th Km Milestone, Delhi-Meerut Expressway, P.O. Adhyatmik Nagar, Ghaziabad, 201009, India","School of Information Technology, Tallinn University of Technology, 12616, Tallinn, Estonia"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Ajay Kumar Garg Engineering College, 27th Km Milestone, Delhi-Meerut Expressway, P.O. Adhyatmik Nagar, Ghaziabad, 201009, India","institution_ids":["https://openalex.org/I166533956"]},{"raw_affiliation_string":"School of Information Technology, Tallinn University of Technology, 12616, Tallinn, Estonia","institution_ids":["https://openalex.org/I111112146"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5029326529"],"corresponding_institution_ids":["https://openalex.org/I111112146"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":2.9717,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.92738175,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"203","last_page":"224"},"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":0.9994999766349792,"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":0.9994999766349792,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.989300012588501,"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"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9794999957084656,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7806696891784668},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.6643164157867432},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3930967152118683},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.05467686057090759}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7806696891784668},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6643164157867432},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3930967152118683},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.05467686057090759},{"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:10.1007/978-3-031-73741-1_13","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-73741-1_13","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-73741-1_13.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-73741-1_13","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-73741-1_13","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-73741-1_13.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8051717526","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403890056.pdf","grobid_xml":"https://content.openalex.org/works/W4403890056.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W2265087933","https://openalex.org/W2279873389","https://openalex.org/W2332306208","https://openalex.org/W2625625371","https://openalex.org/W2811260974","https://openalex.org/W2929028679","https://openalex.org/W2981089724","https://openalex.org/W2982580298","https://openalex.org/W3035286874","https://openalex.org/W3044353698","https://openalex.org/W3048859271","https://openalex.org/W3104523752","https://openalex.org/W3148271110","https://openalex.org/W3174466121","https://openalex.org/W3188012371","https://openalex.org/W3196012986","https://openalex.org/W3197416956","https://openalex.org/W3204153914","https://openalex.org/W3207882780","https://openalex.org/W3217292179","https://openalex.org/W4206481624","https://openalex.org/W4220799767","https://openalex.org/W4225141884","https://openalex.org/W4225315580","https://openalex.org/W4285293648","https://openalex.org/W4285611930","https://openalex.org/W4288471717","https://openalex.org/W4290716979","https://openalex.org/W4292452320","https://openalex.org/W4294001522","https://openalex.org/W4297225426","https://openalex.org/W4298119164","https://openalex.org/W4304820947","https://openalex.org/W4313561913","https://openalex.org/W4317904523","https://openalex.org/W4318574514","https://openalex.org/W4319321520","https://openalex.org/W4321330995","https://openalex.org/W4321766338","https://openalex.org/W4379620226","https://openalex.org/W4386213704","https://openalex.org/W4386742214","https://openalex.org/W4388487164","https://openalex.org/W4390583404","https://openalex.org/W4390675196","https://openalex.org/W4390829176","https://openalex.org/W4390831829","https://openalex.org/W4391347376","https://openalex.org/W4392080533","https://openalex.org/W4392291174","https://openalex.org/W4393083682","https://openalex.org/W4393091332","https://openalex.org/W4400695303","https://openalex.org/W6884985497"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Abstract":[0],"Artificial":[1],"Intelligence":[2],"(AI)":[3],"holds":[4],"transformative":[5],"potential":[6,83],"to":[7,24,30,49,73,84,102,114],"revolutionize":[8],"healthcare":[9,89],"delivery":[10],"and":[11,42,46,55,92,108],"outcomes.":[12],"However,":[13,96],"the":[14,52],"literature":[15,45],"suggests":[16],"that":[17],"focusing":[18],"solely":[19],"on":[20,39,81],"AI":[21,28,60,115],"algorithms":[22],"leads":[23],"low":[25],"adoption":[26,116],"rates.":[27],"needs":[29],"be":[31],"introduced":[32],"systematically":[33],"into":[34],"healthcare.":[35,63,118],"This":[36],"paper":[37],"builds":[38],"this":[40],"approach":[41],"synthesizes":[43],"existing":[44],"authors\u2019":[47],"insights":[48],"critically":[50],"examine":[51],"current":[53],"landscape":[54],"future":[56],"opportunities":[57],"for":[58],"systematic":[59],"support":[61],"in":[62,117],"The":[64],"multifaceted":[65],"applications":[66],"of":[67],"AI,":[68],"ranging":[69],"from":[70],"disease":[71],"prediction":[72],"personalized":[74],"medicine,":[75],"are":[76],"explored":[77],"with":[78],"a":[79],"focus":[80],"AI\u2019s":[82],"optimize":[85],"employee":[86],"performance,":[87],"alleviate":[88],"staff":[90],"burdens,":[91],"enhance":[93],"patient":[94],"care.":[95],"challenges":[97],"such":[98],"as":[99],"limited":[100],"access":[101],"unbiased":[103],"data":[104],"sets,":[105],"connectivity":[106],"issues,":[107],"ethical":[109],"concerns":[110],"pose":[111],"significant":[112],"barriers":[113]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
