TY - GEN
T1 - A Review of Autonomous Glaucomatous Grading via OCT Imagery
AU - Raja, Hina
AU - Hassan, Taimur
AU - Hassan, Bilal
AU - Seneviratne, Lakmal
AU - Dias, Jorge
AU - Werghi, Naoufel
N1 - Funding Information:
This work is supported by a research fund from Khalifa University. Ref: CIRA-2019-047 and CIRA-2021-052, as well as the Abu Dhabi Department of Education and Knowledge (ADEK), Ref: AARE19-156.
Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - Glaucoma is a progressive and degenerative optic neuropathy that damages the optic nerve due to increased intraocular pressure and yields various visual field abnormalities. Any damage to the optic nerve (due to glaucoma) is irreversible because of the incapacity of the retinal nerve fibers to regenerate. However, the glaucomatous progression can be properly cured if it is diagnosed in the early stages. Furthermore, health authorities worldwide have prioritized the early detection and prevention of glaucomatous progression, and in this regard, presenting a comprehensive insight on the recent literature serves as a critical benchmark to both researchers and clinicians. Towards this end, this paper presents a detailed overview of the state-of-the-art clinical and technical methods related to glaucomatous detection, grading, and prognosis. The clinical work focuses on glaucoma diagnosis and progression tracking in different retinal regions such as the retinal layers, optic never head, and lamina cribrosa, while the technical works focus on producing lesion-aware screening and grading of glaucomatous pathologies via optical coherence tomography.
AB - Glaucoma is a progressive and degenerative optic neuropathy that damages the optic nerve due to increased intraocular pressure and yields various visual field abnormalities. Any damage to the optic nerve (due to glaucoma) is irreversible because of the incapacity of the retinal nerve fibers to regenerate. However, the glaucomatous progression can be properly cured if it is diagnosed in the early stages. Furthermore, health authorities worldwide have prioritized the early detection and prevention of glaucomatous progression, and in this regard, presenting a comprehensive insight on the recent literature serves as a critical benchmark to both researchers and clinicians. Towards this end, this paper presents a detailed overview of the state-of-the-art clinical and technical methods related to glaucomatous detection, grading, and prognosis. The clinical work focuses on glaucoma diagnosis and progression tracking in different retinal regions such as the retinal layers, optic never head, and lamina cribrosa, while the technical works focus on producing lesion-aware screening and grading of glaucomatous pathologies via optical coherence tomography.
KW - Ganglion Cellular Layer (GCL)
KW - Glaucoma
KW - Optic Never Head (ONH)
KW - Optical Coherence Tomography (OCT)
KW - Retinal Never Fiber Layer (RNFL)
UR - http://www.scopus.com/inward/record.url?scp=85133179662&partnerID=8YFLogxK
U2 - 10.1109/ICoDT255437.2022.9787418
DO - 10.1109/ICoDT255437.2022.9787418
M3 - Conference contribution
AN - SCOPUS:85133179662
T3 - 2022 2nd International Conference on Digital Futures and Transformative Technologies, ICoDT2 2022
BT - 2022 2nd International Conference on Digital Futures and Transformative Technologies, ICoDT2 2022
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2nd International Conference on Digital Futures and Transformative Technologies, ICoDT2 2022
Y2 - 24 May 2022 through 26 May 2022
ER -