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Classification of surgical and recovery durations in healthcare settings utilizing machine learning models : a case study at Koç University Hospital

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dc.contributor.advisorTürkay, Metin
dc.contributor.kuauthorVosoughian, Hamed
dc.contributor.programComputational Science and Engineering
dc.contributor.refereeErsüs, Kübra Tanınmış
dc.contributor.refereeElyasi, Milad
dc.contributor.schoolcollegeinstituteGRADUATE SCHOOL OF SCIENCES AND ENGINEERING
dc.coverage.spatialİstanbul
dc.date.accessioned2026-09-10T10:13:09Z
dc.date.issued2025
dc.description.fulltextYes
dc.format.extentxi, 82 leaves :; graphics ;; 30 cm.
dc.identifier.embargoNo
dc.identifier.endpage93
dc.identifier.filenameinventorynoT_2025_096_GSSE
dc.identifier.urihttps://hdl.handle.net/20.500.14288/35193
dc.identifier.yoktezid975860
dc.identifier.yoktezlinkhttps://tez.yok.gov.tr/UlusalTezMerkezi/TezGoster?key=V-oEQd0LkkqRGCXNzJWCTRCXIFo-vGMbCUPhLj7G4K4XGKtLasqeeCMmspRkxAZX
dc.keywordsSurgical duration prediction, Recovery time prediction, Machine learning, Classification algorithms, SMOTE, Ensemble models, Healthcare resource optimization
dc.keywordsAnahtar kelimeler: Cerrahi ve iyileşme süresi tahmini, Makine öğrenmesi, Sınıflandırma yöntemleri, SMOTE, Ansambl modeller, Sağlık hizmeti optimizasyonu.;
dc.languageeng
dc.publisherKoç University
dc.relation.collectionKoç University Theses & Dissertations Collection
dc.rightsrestrictedAccess
dc.rights.copyrightsnote© All Rights Reserved. Accessible to Koç University Affiliated Users Only!
dc.subjectTelemedicine
dc.subjectMedical Informatics Applications
dc.subjectRemote Sensing Technology
dc.subjectWireless Technology
dc.subjectWireless communication systems in medical care
dc.subjectMedical informatics
dc.subjectArtificial intelligence
dc.subjectMachine learning
dc.titleClassification of surgical and recovery durations in healthcare settings utilizing machine learning models : a case study at Koç University Hospital
dc.title.alternativeMakine öğrenmesi tabanlı modelleri ile cerrahi ve iyileşme sürelerinin sınıflandırılması: Koç Üniversitesi Hastanesi vaka çalışması
dc.typeThesis
dspace.entity.typePublication
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relation.isParentOrgUnitOfPublication434c9663-2b11-4e66-9399-c863e2ebae43
relation.isParentOrgUnitOfPublication.latestForDiscovery434c9663-2b11-4e66-9399-c863e2ebae43

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