{"id":"https://openalex.org/W7117745965","doi":"https://doi.org/10.1145/3761712.3761783","title":"Exploring the Role of AI in Transforming Patient Journeys: Challenges and Opportunities in Surgery Time Prediction","display_name":"Exploring the Role of AI in Transforming Patient Journeys: Challenges and Opportunities in Surgery Time Prediction","publication_year":2025,"publication_date":"2025-05-16","ids":{"openalex":"https://openalex.org/W7117745965","doi":"https://doi.org/10.1145/3761712.3761783"},"language":"en","primary_location":{"id":"doi:10.1145/3761712.3761783","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3761712.3761783","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 9th International Conference on Medical and Health Informatics","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3761712.3761783","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119725285","display_name":"Lena Hegel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163630","display_name":"Fraunhofer Institute for Software and Systems Engineering","ror":"https://ror.org/058kjq542","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210163630","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lena Hegel","raw_affiliation_strings":["Fraunhofer Institute for Software and Systems Engineering, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0009-0005-4778-4425","affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Software and Systems Engineering, Dortmund, Germany","institution_ids":["https://openalex.org/I4210163630"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073552661","display_name":"Jasmin Henze","orcid":"https://orcid.org/0000-0001-7180-2578"},"institutions":[{"id":"https://openalex.org/I4210163630","display_name":"Fraunhofer Institute for Software and Systems Engineering","ror":"https://ror.org/058kjq542","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210163630","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jasmin Henze","raw_affiliation_strings":["Fraunhofer Institute for Software and Systems Engineering, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7180-2578","affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Software and Systems Engineering, Dortmund, Germany","institution_ids":["https://openalex.org/I4210163630"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017561666","display_name":"Tom Strube","orcid":"https://orcid.org/0000-0003-2216-894X"},"institutions":[{"id":"https://openalex.org/I4210163630","display_name":"Fraunhofer Institute for Software and Systems Engineering","ror":"https://ror.org/058kjq542","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210163630","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tom Strube","raw_affiliation_strings":["Fraunhofer Institute for Software and Systems Engineering, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2216-894X","affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Software and Systems Engineering, Dortmund, Germany","institution_ids":["https://openalex.org/I4210163630"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010231134","display_name":"Mostafa Kamal Mallick","orcid":"https://orcid.org/0009-0009-2572-931X"},"institutions":[{"id":"https://openalex.org/I4210163630","display_name":"Fraunhofer Institute for Software and Systems Engineering","ror":"https://ror.org/058kjq542","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210163630","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mostafa Kamal Mallick","raw_affiliation_strings":["Fraunhofer Institute for Software and Systems Engineering, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0009-0009-2572-931X","affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Software and Systems Engineering, Dortmund, Germany","institution_ids":["https://openalex.org/I4210163630"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121679137","display_name":"Peter Appelon Bliksted","orcid":null},"institutions":[{"id":"https://openalex.org/I2802335433","display_name":"Aarhus University Hospital","ror":"https://ror.org/040r8fr65","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802335433"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Peter Appelon Bliksted","raw_affiliation_strings":["Aarhus University Hospital, Aarhus, Denmark"],"raw_orcid":"https://orcid.org/0009-0007-1263-1730","affiliations":[{"raw_affiliation_string":"Aarhus University Hospital, Aarhus, Denmark","institution_ids":["https://openalex.org/I2802335433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104256867","display_name":"Lars Ganzhorn Knudsen","orcid":null},"institutions":[{"id":"https://openalex.org/I2802335433","display_name":"Aarhus University Hospital","ror":"https://ror.org/040r8fr65","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802335433"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Lars Ganzhorn Knudsen","raw_affiliation_strings":["Aarhus University Hospital, Aarhus, Denmark"],"raw_orcid":"https://orcid.org/0009-0003-2518-2410","affiliations":[{"raw_affiliation_string":"Aarhus University Hospital, Aarhus, Denmark","institution_ids":["https://openalex.org/I2802335433"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077372513","display_name":"Anja Burmann","orcid":"https://orcid.org/0000-0002-6989-1230"},"institutions":[{"id":"https://openalex.org/I4210163630","display_name":"Fraunhofer Institute for Software and Systems Engineering","ror":"https://ror.org/058kjq542","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210163630","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anja Burmann","raw_affiliation_strings":["Fraunhofer Institute for Software and Systems Engineering, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6989-1230","affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Software and Systems Engineering, Dortmund, Germany","institution_ids":["https://openalex.org/I4210163630"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.61260077,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"321","last_page":"327"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.6676999926567078,"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"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.6676999926567078,"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/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.13819999992847443,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.0333000011742115,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5011000037193298},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.40869998931884766},{"id":"https://openalex.org/keywords/health-professionals","display_name":"Health professionals","score":0.387800008058548},{"id":"https://openalex.org/keywords/constant","display_name":"Constant (computer programming)","score":0.3425999879837036},{"id":"https://openalex.org/keywords/healthcare-system","display_name":"Healthcare system","score":0.3248000144958496}],"concepts":[{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5011000037193298},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4677000045776367},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.40869998931884766},{"id":"https://openalex.org/C3019806175","wikidata":"https://www.wikidata.org/wiki/Q11974939","display_name":"Health professionals","level":3,"score":0.387800008058548},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3634999990463257},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3529999852180481},{"id":"https://openalex.org/C2777027219","wikidata":"https://www.wikidata.org/wiki/Q1284190","display_name":"Constant (computer programming)","level":2,"score":0.3425999879837036},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.3248000144958496},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.3147999942302704},{"id":"https://openalex.org/C2989236134","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Patient care","level":2,"score":0.3028999865055084},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.2847000062465668},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.27230000495910645},{"id":"https://openalex.org/C2777896191","wikidata":"https://www.wikidata.org/wiki/Q22907655","display_name":"Patient experience","level":3,"score":0.25619998574256897}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3761712.3761783","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3761712.3761783","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 9th International Conference on Medical and Health Informatics","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/511623","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/511623","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"doi:10.1145/3761712.3761783","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3761712.3761783","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 9th International Conference on Medical and Health Informatics","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2439336815","https://openalex.org/W2615223541","https://openalex.org/W2907343059","https://openalex.org/W2910629495","https://openalex.org/W2992817960","https://openalex.org/W3116286104","https://openalex.org/W3120837297","https://openalex.org/W3145355484","https://openalex.org/W3147745771","https://openalex.org/W3163414542","https://openalex.org/W4210672201","https://openalex.org/W4210838996","https://openalex.org/W4301397569","https://openalex.org/W4308185837","https://openalex.org/W4313204828","https://openalex.org/W4317359083","https://openalex.org/W4322493296","https://openalex.org/W4383220309","https://openalex.org/W4388466686","https://openalex.org/W4391465440"],"related_works":[],"abstract_inverted_index":{"In":[0],"today's":[1],"fast-paced":[2],"healthcare":[3,5,57],"landscape,":[4],"providers":[6],"face":[7],"the":[8,20,24,31,47,74,80,90],"constant":[9],"challenge":[10,41],"of":[11,23,92,121],"ensuring":[12],"a":[13,28,39,64],"smooth":[14],"patient":[15,48,75],"journey.":[16,49],"However,":[17],"due":[18],"to":[19,42,72,107,127],"high":[21],"complexity":[22],"various":[25,81],"processes":[26,85,109],"in":[27],"hospital":[29,61],"and":[30,56,77,94],"many":[32],"dependencies":[33],"between":[34],"these":[35],"processes,":[36],"it":[37],"is":[38,125],"great":[40],"address":[43],"all":[44],"needs":[45],"along":[46],"Optimized":[50],"procedures":[51],"benefit":[52],"not":[53],"only":[54],"patients":[55],"professionals":[58],"but":[59],"also":[60],"administration.":[62],"As":[63],"first":[65],"step,":[66],"artificial":[67],"intelligence":[68],"(AI)":[69],"can":[70,86,97,105,132],"help":[71,91,106],"map":[73],"journey":[76],"better":[78],"understand":[79],"stages.":[82],"The":[83,119],"underlying":[84],"be":[87,98,133],"analysed":[88],"with":[89],"AI":[93,103],"influencing":[95],"factors":[96],"identified.":[99],"Building":[100],"on":[101],"this,":[102],"algorithms":[104,131],"improve":[108],"by,":[110],"for":[111,116],"example,":[112],"predicting":[113,122],"time":[114],"periods":[115],"certain":[117],"treatments.":[118],"example":[120],"surgery":[123],"times":[124],"used":[126],"explain":[128],"how":[129],"such":[130],"used.":[134]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-12-31T00:00:00"}
