{"id":"https://openalex.org/W7167571712","doi":"https://doi.org/10.1007/978-3-032-30813-9_19","title":"Transforming Hospitals with Artificial Intelligence: Applications in Clinical Education and Patient Care","display_name":"Transforming Hospitals with Artificial Intelligence: Applications in Clinical Education and Patient Care","publication_year":2026,"publication_date":"2026-07-07","ids":{"openalex":"https://openalex.org/W7167571712","doi":"https://doi.org/10.1007/978-3-032-30813-9_19"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-30813-9_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-30813-9_19","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5122281889","display_name":"Nihal Haque","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I2800061829","display_name":"North York General Hospital","ror":"https://ror.org/05b3hqn14","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2800061829"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Nihal Haque","raw_affiliation_strings":["Department of Medicine, University of Toronto, Toronto, ON, Canada","North York General Hospital, Toronto, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"North York General Hospital, Toronto, ON, Canada","institution_ids":["https://openalex.org/I2800061829"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031279847","display_name":"Ervin Sejdi\u0107","orcid":"https://orcid.org/0000-0003-4987-8298"},"institutions":[{"id":"https://openalex.org/I2800061829","display_name":"North York General Hospital","ror":"https://ror.org/05b3hqn14","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2800061829"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ervin Sejdic","raw_affiliation_strings":["North York General Hospital, Toronto, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North York General Hospital, Toronto, ON, Canada","institution_ids":["https://openalex.org/I2800061829"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136437815","display_name":"Michael Liut","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Michael Liut","raw_affiliation_strings":["University of Toronto Mississauga, Mississauga, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Toronto Mississauga, Mississauga, ON, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140160890","display_name":"Roland Mollanji","orcid":null},"institutions":[{"id":"https://openalex.org/I2800061829","display_name":"North York General Hospital","ror":"https://ror.org/05b3hqn14","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2800061829"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Roland Mollanji","raw_affiliation_strings":["North York General Hospital, Toronto, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North York General Hospital, Toronto, ON, Canada","institution_ids":["https://openalex.org/I2800061829"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109446893","display_name":"Phil Shin","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I2800061829","display_name":"North York General Hospital","ror":"https://ror.org/05b3hqn14","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2800061829"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Phil Shin","raw_affiliation_strings":["Department of Medicine, University of Toronto, Toronto, ON, Canada","North York General Hospital, Toronto, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"North York General Hospital, Toronto, ON, Canada","institution_ids":["https://openalex.org/I2800061829"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140182649","display_name":"Duska Kennedy","orcid":null},"institutions":[{"id":"https://openalex.org/I2800061829","display_name":"North York General Hospital","ror":"https://ror.org/05b3hqn14","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2800061829"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Duska Kennedy","raw_affiliation_strings":["North York General Hospital, Toronto, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North York General Hospital, Toronto, ON, Canada","institution_ids":["https://openalex.org/I2800061829"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012810152","display_name":"Ghadir Ali","orcid":"https://orcid.org/0000-0002-7412-4853"},"institutions":[{"id":"https://openalex.org/I2800061829","display_name":"North York General Hospital","ror":"https://ror.org/05b3hqn14","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2800061829"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ghadir Ali","raw_affiliation_strings":["North York General Hospital, Toronto, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North York General Hospital, Toronto, ON, Canada","institution_ids":["https://openalex.org/I2800061829"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5122281889"],"corresponding_institution_ids":["https://openalex.org/I185261750","https://openalex.org/I2800061829"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"101","last_page":"105"},"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":0.9440000057220459,"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":0.9440000057220459,"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/T12574","display_name":"Clinical Reasoning and Diagnostic Skills","score":0.016899999231100082,"subfield":{"id":"https://openalex.org/subfields/2714","display_name":"Family Practice"},"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":0.007000000216066837,"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/workflow","display_name":"Workflow","score":0.8179000020027161},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.6625999808311462},{"id":"https://openalex.org/keywords/chatbot","display_name":"Chatbot","score":0.5834000110626221},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5491999983787537},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.508899986743927},{"id":"https://openalex.org/keywords/sociotechnical-system","display_name":"Sociotechnical system","score":0.5041999816894531},{"id":"https://openalex.org/keywords/patient-care","display_name":"Patient care","score":0.4625000059604645},{"id":"https://openalex.org/keywords/presentation","display_name":"Presentation (obstetrics)","score":0.4512999951839447}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8179000020027161},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.6625999808311462},{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.5834000110626221},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5541999936103821},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5491999983787537},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.508899986743927},{"id":"https://openalex.org/C127627568","wikidata":"https://www.wikidata.org/wiki/Q1639361","display_name":"Sociotechnical system","level":2,"score":0.5041999816894531},{"id":"https://openalex.org/C2989236134","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Patient care","level":2,"score":0.4625000059604645},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.4512999951839447},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3917999863624573},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3537999987602234},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3440000116825104},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.3301999866962433},{"id":"https://openalex.org/C2779328685","wikidata":"https://www.wikidata.org/wiki/Q1475557","display_name":"Patient safety","level":3,"score":0.3255000114440918},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.3255000114440918},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.32120001316070557},{"id":"https://openalex.org/C106436119","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assurance","level":3,"score":0.32010000944137573},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.31619998812675476},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.2969000041484833},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28870001435279846},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2842000126838684},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.27630001306533813},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.26669999957084656},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.25920000672340393},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.2590999901294708},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.25380000472068787}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-30813-9_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-30813-9_19","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W4399680691","https://openalex.org/W4410823695"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-07-08T00:00:00"}
