{"id":"https://openalex.org/W4411024903","doi":"https://doi.org/10.1201/9781003507505-8","title":"Optimizing Healthcare Decision- Making: Advanced Models for Diverse Applications","display_name":"Optimizing Healthcare Decision- Making: Advanced Models for Diverse Applications","publication_year":2025,"publication_date":"2025-06-04","ids":{"openalex":"https://openalex.org/W4411024903","doi":"https://doi.org/10.1201/9781003507505-8"},"language":"en","primary_location":{"id":"doi:10.1201/9781003507505-8","doi":"https://doi.org/10.1201/9781003507505-8","is_oa":false,"landing_page_url":"https://doi.org/10.1201/9781003507505-8","pdf_url":null,"source":{"id":"https://openalex.org/S4306463075","display_name":"CRC Press eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320584","host_organization_name":"CRC Press","host_organization_lineage":["https://openalex.org/P4310320584","https://openalex.org/P4310320547"],"host_organization_lineage_names":["CRC Press","Taylor & Francis"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data-Driven Decision Support System in Intelligent HealthCare","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4411026832","display_name":"Data-Driven Decision Support System in Intelligent HealthCare"},"type":"book-chapter","is_traditional":true,"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/A5117829130","display_name":"K. Kaivalya","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K. Kaivalya","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063411048","display_name":"N. Thirupathi Rao","orcid":"https://orcid.org/0000-0002-8957-8532","observed_orcids":["https://orcid.org/0000-0002-8957-8532"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"N. Thirupathi Rao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5045190344","display_name":"Sonia Djebali","orcid":"https://orcid.org/0000-0003-2249-7727","observed_orcids":["https://orcid.org/0000-0003-2249-7727"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sonia Djebali","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"126","last_page":"146"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.5112000107765198,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.5112000107765198,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.47920000553131104,"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":0.003599999938160181,"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/healthcare-decision-making","display_name":"healthcare decision-making","score":0.9929999709129333},{"id":"https://openalex.org/keywords/machine-learning-in-healthcare","display_name":"machine learning in healthcare","score":0.7329999804496765},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.9679999947547913},{"id":"https://openalex.org/keywords/hybrid-model","display_name":"hybrid model","score":0.7860000133514404},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"predictive analytics","score":0.8650000095367432},{"id":"https://openalex.org/keywords/early-diagnosis","display_name":"early diagnosis","score":0.9829999804496765},{"id":"https://openalex.org/keywords/medical-image-analysis","display_name":"medical image analysis","score":0.9890000224113464},{"id":"https://openalex.org/keywords/drug-discovery","display_name":"drug discovery","score":0.9990000128746033},{"id":"https://openalex.org/keywords/personalized-medicine","display_name":"personalized medicine","score":1.0},{"id":"https://openalex.org/keywords/hospital-management","display_name":"hospital management","score":0.9990000128746033},{"id":"https://openalex.org/keywords/wearable-devices","display_name":"wearable devices","score":0.8790000081062317},{"id":"https://openalex.org/keywords/health-monitoring","display_name":"health monitoring","score":0.8029999732971191},{"id":"https://openalex.org/keywords/data-privacy","display_name":"data privacy","score":0.828000009059906},{"id":"https://openalex.org/keywords/regulatory-compliance","display_name":"regulatory compliance","score":0.9980000257492065},{"id":"https://openalex.org/keywords/interpretability","display_name":"interpretability","score":0.6790000200271606},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"decision support system","score":0.8069999814033508}],"concepts":[{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.589645504951477},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5170584321022034},{"id":"https://openalex.org/C2989179672","wikidata":"https://www.wikidata.org/wiki/Q6806500","display_name":"Clinical decision making","level":2,"score":0.4844817817211151},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21574485301971436},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.08540567755699158},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08380162715911865},{"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:10.1201/9781003507505-8","doi":"https://doi.org/10.1201/9781003507505-8","is_oa":false,"landing_page_url":"https://doi.org/10.1201/9781003507505-8","pdf_url":null,"source":{"id":"https://openalex.org/S4306463075","display_name":"CRC Press eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320584","host_organization_name":"CRC Press","host_organization_lineage":["https://openalex.org/P4310320584","https://openalex.org/P4310320547"],"host_organization_lineage_names":["CRC Press","Taylor & Francis"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data-Driven Decision Support System in Intelligent HealthCare","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7108201126","https://openalex.org/W4404226323","https://openalex.org/W4413414386","https://openalex.org/W7133235133","https://openalex.org/W4391599680","https://openalex.org/W4389057780","https://openalex.org/W4400916859","https://openalex.org/W4416869067","https://openalex.org/W4401856819","https://openalex.org/W7223276327"],"abstract_inverted_index":{"Advancements":[0],"in":[1,27,76],"data-driven":[2],"models":[3,24],"for":[4,11,113,144],"healthcare":[5,106,145],"decision-making":[6,39,132],"have":[7],"opened":[8],"wide":[9],"avenues":[10],"transforming":[12],"patient":[13],"outcomes,":[14],"improving":[15],"operational":[16],"efficiency,":[17],"and":[18,34,45,59,88,103,117],"reducing":[19],"costs.":[20],"The":[21,95,108],"following":[22],"advanced":[23,138],"are":[25],"applied":[26],"health":[28,90],"care:":[29],"machine":[30],"learning,":[31,33],"deep":[32],"hybrid":[35],"approaches":[36],"to":[37],"meet":[38],"needs":[40],"across":[41],"various":[42],"clinical,":[43],"diagnostic,":[44],"administrative":[46],"domains.":[47],"We":[48],"discuss":[49],"the":[50,98,111,127,131,135],"roles":[51],"of":[52,56,105,129,137],"data":[53],"preparation,":[54],"complexity":[55],"data,":[57],"privacy,":[58],"regulatory":[60],"compliance,":[61],"supported":[62],"by":[63],"real-world":[64],"case":[65],"studies":[66],"illustrating":[67],"successful":[68],"implementations.":[69],"This":[70],"discussion":[71],"focuses":[72],"on":[73],"predictive":[74],"analytics":[75],"early":[77],"diagnosis,":[78],"medical":[79],"imaging":[80],"analysis,":[81],"drug":[82],"discovery,":[83],"personalized":[84],"medicine,":[85],"hospital":[86],"management,":[87],"real-time":[89],"monitoring":[91],"through":[92],"wearable":[93],"devices.":[94],"chapter":[96,125],"discusses":[97],"ethical":[99],"issues,":[100],"interpretability":[101],"problems,":[102],"prospects":[104],"AI.":[107],"book":[109],"highlights":[110],"need":[112],"developing":[114],"transparent,":[115],"secure,":[116],"patient-centered":[118],"decision-support":[119],"systems.":[120],"In":[121],"this":[122,124],"context,":[123],"presents":[126],"idea":[128],"optimizing":[130],"process":[133],"with":[134],"help":[136],"models,":[139],"which":[140],"could":[141],"be":[142],"revolutionary":[143],"practices.":[146]},"counts_by_year":[],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2025-10-10T00:00:00"}
