Application of artificial intelligence in the diagnosis and treatment of anterior segment diseases
In recent years, the application of artificial intelligence(AI)has been greatly promoted in medical care, especially in the field of image recognition which has played an irreplaceable role in the diagnosis of ophthalmic diseases. AI has made remarkable achievements in the diagnosis and treatment of...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Press of International Journal of Ophthalmology (IJO PRESS)
2022-05-01
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| Series: | Guoji Yanke Zazhi |
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| Online Access: | http://ies.ijo.cn/cn_publish/2022/5/202205005.pdf |
| _version_ | 1817988918788751360 |
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| author | Jing-Wen Wang Wen Xu |
| author_facet | Jing-Wen Wang Wen Xu |
| author_sort | Jing-Wen Wang |
| collection | DOAJ |
| description | In recent years, the application of artificial intelligence(AI)has been greatly promoted in medical care, especially in the field of image recognition which has played an irreplaceable role in the diagnosis of ophthalmic diseases. AI has made remarkable achievements in the diagnosis and treatment of anterior segment diseases such as classification of infectious keratitis, screening of keratoconus, grading of lens opacity, automatic staging of cataract surgery videos, prediction of postoperative refraction status, and the diagnosis of primary angle-closure glaucoma. It is promising that AI could help solve many clinical problems and realize early diagnosis and treatment of diseases. However, there are still some challenges such as the ambiguity of black-box process, the absence of public data sets and the complexity of algorithms. In this paper, the current studies of AI applications in anterior segment diseases have been reviewed in detail. Also, the challenges and future directions of AI in ophthalmology have been proposed. |
| first_indexed | 2024-04-14T00:39:37Z |
| format | Article |
| id | doaj.art-73d5e3257e0e49799dee1149872ef447 |
| institution | Directory Open Access Journal |
| issn | 1672-5123 |
| language | English |
| last_indexed | 2024-04-14T00:39:37Z |
| publishDate | 2022-05-01 |
| publisher | Press of International Journal of Ophthalmology (IJO PRESS) |
| record_format | Article |
| series | Guoji Yanke Zazhi |
| spelling | doaj.art-73d5e3257e0e49799dee1149872ef4472022-12-22T02:22:13ZengPress of International Journal of Ophthalmology (IJO PRESS)Guoji Yanke Zazhi1672-51232022-05-0122572172510.3980/j.issn.1672-5123.2022.5.05202205005Application of artificial intelligence in the diagnosis and treatment of anterior segment diseasesJing-Wen Wang0Wen Xu1Eye Center, the Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou 310009, Zhejiang Province, ChinaEye Center, the Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou 310009, Zhejiang Province, ChinaIn recent years, the application of artificial intelligence(AI)has been greatly promoted in medical care, especially in the field of image recognition which has played an irreplaceable role in the diagnosis of ophthalmic diseases. AI has made remarkable achievements in the diagnosis and treatment of anterior segment diseases such as classification of infectious keratitis, screening of keratoconus, grading of lens opacity, automatic staging of cataract surgery videos, prediction of postoperative refraction status, and the diagnosis of primary angle-closure glaucoma. It is promising that AI could help solve many clinical problems and realize early diagnosis and treatment of diseases. However, there are still some challenges such as the ambiguity of black-box process, the absence of public data sets and the complexity of algorithms. In this paper, the current studies of AI applications in anterior segment diseases have been reviewed in detail. Also, the challenges and future directions of AI in ophthalmology have been proposed.http://ies.ijo.cn/cn_publish/2022/5/202205005.pdfartificial intelligencemachine learningdeep learninganterior segment diseases |
| spellingShingle | Jing-Wen Wang Wen Xu Application of artificial intelligence in the diagnosis and treatment of anterior segment diseases Guoji Yanke Zazhi artificial intelligence machine learning deep learning anterior segment diseases |
| title | Application of artificial intelligence in the diagnosis and treatment of anterior segment diseases |
| title_full | Application of artificial intelligence in the diagnosis and treatment of anterior segment diseases |
| title_fullStr | Application of artificial intelligence in the diagnosis and treatment of anterior segment diseases |
| title_full_unstemmed | Application of artificial intelligence in the diagnosis and treatment of anterior segment diseases |
| title_short | Application of artificial intelligence in the diagnosis and treatment of anterior segment diseases |
| title_sort | application of artificial intelligence in the diagnosis and treatment of anterior segment diseases |
| topic | artificial intelligence machine learning deep learning anterior segment diseases |
| url | http://ies.ijo.cn/cn_publish/2022/5/202205005.pdf |
| work_keys_str_mv | AT jingwenwang applicationofartificialintelligenceinthediagnosisandtreatmentofanteriorsegmentdiseases AT wenxu applicationofartificialintelligenceinthediagnosisandtreatmentofanteriorsegmentdiseases |