Machine Learning Techniques for Corneal Diseases Diagnosis: A Survey

Basit Öğe Kaydı
dc.authoridAl Anbaki, Nebras/0000-0002-9812-0718
dc.authoridKais, samer/0000-0003-2236-9303
dc.contributor.authorJameel, Samer Kais
dc.contributor.authorAydin, Sezgin
dc.contributor.authorGhaeb, Nebras H.
dc.date.accessioned2025-03-17T12:25:34Z
dc.date.available2025-03-17T12:25:34Z
dc.date.issued2021
dc.departmentTarsus Üniversitesi
dc.description.abstractMachine learning techniques become more related to medical researches by using medical images as a dataset. It is categorized and analyzed for ultimate effectiveness in diagnosis or decision-making for diseases. Machine learning techniques have been exploited in numerous researches related to corneal diseases, contribution to ophthalmologists for diagnosing the diseases and comprehending the way automated learning techniques act. Nevertheless, confusion still exists in the type of data used, whether it is images, data extracted from images or clinical data, the course reliant on the type of device for obtaining them. In this study, the researches that used machine learning were reviewed and classified in terms of the kind of utilized machine for capturing data, along with the latest updates in sophisticated approaches for corneal disease diagnostic techniques.
dc.identifier.doi10.1142/S0219467821500169
dc.identifier.issn0219-4678
dc.identifier.issn1793-6756
dc.identifier.issue2
dc.identifier.scopus2-s2.0-85098203777
dc.identifier.scopusqualityQ3
dc.identifier.urihttps://doi.org/10.1142/S0219467821500169
dc.identifier.urihttps://hdl.handle.net/20.500.13099/1760
dc.identifier.volume21
dc.identifier.wosWOS:000646628900012
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherWorld Scientific Publ Co Pte Ltd
dc.relation.ispartofInternational Journal of Image and Graphics
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_WOS_20250316
dc.subjectMachine learning
dc.subjectcorneal disease diagnosis
dc.subjectcomputer-aided diagnosis (CAD)
dc.titleMachine Learning Techniques for Corneal Diseases Diagnosis: A Survey
dc.typeArticle

Dosyalar

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu