{"id":"https://openalex.org/W4416368317","doi":"https://doi.org/10.1007/978-981-96-8687-2_41","title":"A Recommendation System for Patient Diagnosis to Bed Allocation in Hospital Using Deep Learning","display_name":"A Recommendation System for Patient Diagnosis to Bed Allocation in Hospital Using Deep Learning","publication_year":2025,"publication_date":"2025-10-01","ids":{"openalex":"https://openalex.org/W4416368317","doi":"https://doi.org/10.1007/978-981-96-8687-2_41"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-96-8687-2_41","doi":"https://doi.org/10.1007/978-981-96-8687-2_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-8687-2_41","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4416368283","display_name":"Proceedings of International Conference on Information Technology and Artificial Intelligence"},"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/A5036248812","display_name":"P. Mano Paul","orcid":"https://orcid.org/0000-0003-0293-8687","observed_orcids":["https://orcid.org/0000-0003-0293-8687"]},"institutions":[{"id":"https://openalex.org/I144614875","display_name":"Alliance University","ror":"https://ror.org/03f4gsr42","country_code":"IN","type":"education","lineage":["https://openalex.org/I144614875"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"P. Mano Paul","raw_affiliation_strings":["COE in iOS App Development, Alliance University, Bengaluru, India"],"raw_orcid":"https://orcid.org/0000-0003-0293-8687","affiliations":[{"raw_affiliation_string":"COE in iOS App Development, Alliance University, Bengaluru, India","institution_ids":["https://openalex.org/I144614875"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mopuri Sai Kumar Reddy","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I144614875","display_name":"Alliance University","ror":"https://ror.org/03f4gsr42","country_code":"IN","type":"education","lineage":["https://openalex.org/I144614875"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mopuri Sai Kumar Reddy","raw_affiliation_strings":["Department of Computer Science and Engineering, Alliance University, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Alliance University, Bengaluru, India","institution_ids":["https://openalex.org/I144614875"]}]},{"author_position":"middle","author":{"id":null,"display_name":"V. Rahul Joshi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I144614875","display_name":"Alliance University","ror":"https://ror.org/03f4gsr42","country_code":"IN","type":"education","lineage":["https://openalex.org/I144614875"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. Rahul Joshi","raw_affiliation_strings":["Department of Computer Science and Engineering, Alliance University, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Alliance University, Bengaluru, India","institution_ids":["https://openalex.org/I144614875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023056943","display_name":"G. Venkata Sai","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I144614875","display_name":"Alliance University","ror":"https://ror.org/03f4gsr42","country_code":"IN","type":"education","lineage":["https://openalex.org/I144614875"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"G. Venkata Sai","raw_affiliation_strings":["Department of Computer Science and Engineering, Alliance University, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Alliance University, Bengaluru, India","institution_ids":["https://openalex.org/I144614875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120363901","display_name":"B. Mahigunavardhan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I144614875","display_name":"Alliance University","ror":"https://ror.org/03f4gsr42","country_code":"IN","type":"education","lineage":["https://openalex.org/I144614875"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. Mahigunavardhan","raw_affiliation_strings":["Department of Computer Science and Engineering, Alliance University, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Alliance University, Bengaluru, India","institution_ids":["https://openalex.org/I144614875"]}]},{"author_position":"last","author":{"id":null,"display_name":"G. Sumanth Yadav","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I144614875","display_name":"Alliance University","ror":"https://ror.org/03f4gsr42","country_code":"IN","type":"education","lineage":["https://openalex.org/I144614875"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"G. Sumanth Yadav","raw_affiliation_strings":["Department of Computer Science and Engineering, Alliance University, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Alliance University, Bengaluru, India","institution_ids":["https://openalex.org/I144614875"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5036248812"],"corresponding_institution_ids":["https://openalex.org/I144614875"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.366096,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"575","last_page":"587"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13243","display_name":"Innovation in Digital Healthcare Systems","score":0.524399995803833,"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"}},"topics":[{"id":"https://openalex.org/T13243","display_name":"Innovation in Digital Healthcare Systems","score":0.524399995803833,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.3707999885082245,"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/T13038","display_name":"Internet of Things and AI","score":0.0478999987244606,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/hospital-bed-allocation","display_name":"hospital bed allocation","score":0.8500000238418579},{"id":"https://openalex.org/keywords/location-based-services","display_name":"location-based services","score":0.8920000195503235},{"id":"https://openalex.org/keywords/gps-tracking","display_name":"GPS tracking","score":0.7720000147819519},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.5649999976158142},{"id":"https://openalex.org/keywords/mobile-health-apps","display_name":"mobile health apps","score":0.7279999852180481},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4399999976158142}],"concepts":[{"id":"https://openalex.org/C2776654903","wikidata":"https://www.wikidata.org/wiki/Q2601463","display_name":"SAFER","level":2,"score":0.6025000214576721},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.6000000238418579},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.5483999848365784},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5450999736785889},{"id":"https://openalex.org/C59201141","wikidata":"https://www.wikidata.org/wiki/Q46904","display_name":"GSM","level":2,"score":0.4691999852657318},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.44839999079704285},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4375999867916107},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4108000099658966},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4027000069618225},{"id":"https://openalex.org/C21034978","wikidata":"https://www.wikidata.org/wiki/Q17074238","display_name":"Patient registration","level":2,"score":0.3971000015735626},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.36149999499320984},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.357699990272522},{"id":"https://openalex.org/C154586513","wikidata":"https://www.wikidata.org/wiki/Q4420972","display_name":"Tracking system","level":3,"score":0.3529999852180481},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.34700000286102295},{"id":"https://openalex.org/C2779363104","wikidata":"https://www.wikidata.org/wiki/Q17069079","display_name":"mHealth","level":3,"score":0.3314000070095062},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3262999951839447},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3127000033855438},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.3059999942779541},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.29429998993873596},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.28459998965263367},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2842999994754791},{"id":"https://openalex.org/C2988045736","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android app","level":3,"score":0.28119999170303345},{"id":"https://openalex.org/C60952562","wikidata":"https://www.wikidata.org/wiki/Q6887246","display_name":"Mobile technology","level":3,"score":0.28040000796318054},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27720001339912415},{"id":"https://openalex.org/C198613851","wikidata":"https://www.wikidata.org/wiki/Q432394","display_name":"Assisted GPS","level":3,"score":0.27309998869895935},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.2599000036716461},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.2596000134944916},{"id":"https://openalex.org/C3017891749","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android application","level":3,"score":0.2554999887943268},{"id":"https://openalex.org/C74558129","wikidata":"https://www.wikidata.org/wiki/Q43024","display_name":"Short Message Service","level":2,"score":0.25519999861717224}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-96-8687-2_41","doi":"https://doi.org/10.1007/978-981-96-8687-2_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-8687-2_41","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9391000270843506,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2793165376","https://openalex.org/W3042895493","https://openalex.org/W3152410767","https://openalex.org/W3209642255","https://openalex.org/W4383334452","https://openalex.org/W4385422556","https://openalex.org/W4391344324","https://openalex.org/W7107872413"],"related_works":["https://openalex.org/W7125386630","https://openalex.org/W3033870014","https://openalex.org/W4389934681","https://openalex.org/W7139984250","https://openalex.org/W4391842074","https://openalex.org/W2964392615","https://openalex.org/W7160833283","https://openalex.org/W4315783472","https://openalex.org/W4210968510","https://openalex.org/W7155540646"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2025-11-19T00:00:00"}