The Application and Research Progress of Artificial Intelligence in Corneal Related Diseases

Artificial intelligence(AI)is the frontier of computer science. In recent years, AI has developed rapidly in many fields, and its research in ophthalmology is also increasing. The research of AI in corneal related diseases mainly includes the early diagnosis and grading of keratoconus, preoperative...

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Autores principales:	DI Yu, LI Ying
Formato:	article
Lenguaje:	ZH
Publicado:	Editorial Office of Medical Journal of Peking Union Medical College Hospital 2021
Materias:	artificial intelligence corneal diseases keratoconus refractive surgery Medicine R
Acceso en línea:	https://doaj.org/article/d033a422bf634754b11da8f84c930ed7
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spelling	oai:doaj.org-article:d033a422bf634754b11da8f84c930ed72021-12-01T01:44:20ZThe Application and Research Progress of Artificial Intelligence in Corneal Related Diseases1674-908110.12290/xhyxzz.2020-0098https://doaj.org/article/d033a422bf634754b11da8f84c930ed72021-10-01T00:00:00Zhttps://xhyxzz.pumch.cn/en/article/doi/10.12290/xhyxzz.2020-0098https://doaj.org/toc/1674-9081Artificial intelligence(AI)is the frontier of computer science. In recent years, AI has developed rapidly in many fields, and its research in ophthalmology is also increasing. The research of AI in corneal related diseases mainly includes the early diagnosis and grading of keratoconus, preoperative evaluation of corneal refractive surgery, prediction of surgical parameters, judgment of the classification and degree of infectious keratitis, evaluation of reintervention after corneal transplantation, auxiliary detection of corneal nerve endings in diabetic peripheral neuropathy, and screening of pterygium. Through the neural network, the support vector machine, and the decision tree, the sensitivity and specificity of the model can reach more than 90%. AI can provide objective clinical decision-making for clinicians and precise clinical treatments for patients. This article reviews the research of AI in corneal diseases in recent years.DI YuLI YingEditorial Office of Medical Journal of Peking Union Medical College Hospitalarticleartificial intelligencecorneal diseaseskeratoconusrefractive surgeryMedicineRZHXiehe Yixue Zazhi, Vol 12, Iss 5, Pp 761-767 (2021)
institution	DOAJ
collection	DOAJ
language	ZH
topic	artificial intelligence corneal diseases keratoconus refractive surgery Medicine R
spellingShingle	artificial intelligence corneal diseases keratoconus refractive surgery Medicine R DI Yu LI Ying The Application and Research Progress of Artificial Intelligence in Corneal Related Diseases
description	Artificial intelligence(AI)is the frontier of computer science. In recent years, AI has developed rapidly in many fields, and its research in ophthalmology is also increasing. The research of AI in corneal related diseases mainly includes the early diagnosis and grading of keratoconus, preoperative evaluation of corneal refractive surgery, prediction of surgical parameters, judgment of the classification and degree of infectious keratitis, evaluation of reintervention after corneal transplantation, auxiliary detection of corneal nerve endings in diabetic peripheral neuropathy, and screening of pterygium. Through the neural network, the support vector machine, and the decision tree, the sensitivity and specificity of the model can reach more than 90%. AI can provide objective clinical decision-making for clinicians and precise clinical treatments for patients. This article reviews the research of AI in corneal diseases in recent years.
format	article
author	DI Yu LI Ying
author_facet	DI Yu LI Ying
author_sort	DI Yu
title	The Application and Research Progress of Artificial Intelligence in Corneal Related Diseases
title_short	The Application and Research Progress of Artificial Intelligence in Corneal Related Diseases
title_full	The Application and Research Progress of Artificial Intelligence in Corneal Related Diseases
title_fullStr	The Application and Research Progress of Artificial Intelligence in Corneal Related Diseases
title_full_unstemmed	The Application and Research Progress of Artificial Intelligence in Corneal Related Diseases
title_sort	application and research progress of artificial intelligence in corneal related diseases
publisher	Editorial Office of Medical Journal of Peking Union Medical College Hospital
publishDate	2021
url	https://doaj.org/article/d033a422bf634754b11da8f84c930ed7
work_keys_str_mv	AT diyu theapplicationandresearchprogressofartificialintelligenceincornealrelateddiseases AT liying theapplicationandresearchprogressofartificialintelligenceincornealrelateddiseases AT diyu applicationandresearchprogressofartificialintelligenceincornealrelateddiseases AT liying applicationandresearchprogressofartificialintelligenceincornealrelateddiseases
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The Application and Research Progress of Artificial Intelligence in Corneal Related Diseases

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