Retinal Nerve Fiber Layer Defect Detection using Machine Learning on Optic Disc Photograph
Glaucoma is a neurodegenerative disease presents with retinal nerve fiber layer (RNFL) defects. We apply machine learning classifiers on the color information of the RNFL to differentiate between intact RNFL (i-RNFL) and RNFL defect (d-RNFL) on optic disc photographs (DPs). DPs from individuals with...
Saved in:
Main Authors: | Anita Manassakorn, Kitiwat Khamwan, Dhammathat Owasirikul, Rath Itthipanichpong, Vera Sa-Ing, Supatana Auethavekiat |
---|---|
其他作者: | Chulalongkorn University |
格式: | Conference or Workshop Item |
出版: |
2022
|
主題: | |
在線閱讀: | https://repository.li.mahidol.ac.th/handle/123456789/76701 |
標簽: |
添加標簽
沒有標簽, 成為第一個標記此記錄!
|
機構: | Mahidol University |
相似書籍
-
Retinal nerve fiber layer defect patterns in primary angle-closure and open-angle glaucoma: A comparison using optical coherence tomography
由: Anita Manassakorn, et al.
出版: (2018) -
Learning-based approach for the automatic detection of the optic disc in digital retinal fundus photographs
由: Wong, D.W.K., et al.
出版: (2014) -
Retinal nerve fiber layer defect patterns in primary angle-closure and open-angle glaucoma: A comparison using optical coherence tomography
由: Manassakorn A., et al.
出版: (2014) -
Normative database of retinal nerve fiber layer and macular retinal thickness in a Thai population
由: Anita Manassakorn, et al.
出版: (2018) -
Hybrid learning of vessel segmentation in retinal images
由: Worapan Kusakunniran, et al.
出版: (2022)