A deep learning approach to denoise optical coherence tomography images of the optic nerve head

• Main Authors: Devalla, Sripad Krishna, Subramanian, Giridhar, Pham, Tan Hung, Wang, Xiaofei, Perera, Shamira, Tun, Tin Aung, Aung, Tin, Schmetterer, Leopold, Thiéry, Alexandre H., Girard, Michaël J. A.
• Other Authors: Lee Kong Chian School of Medicine (LKCMedicine)
• Format: Article
• Language: English
• Published: 2020
• Subjects: Science::Medicine; Deep Learning; Optical Coherence Tomography (OCT)
• Online Access: https://hdl.handle.net/10356/142347
• Institution: Nanyang Technological University

Optical coherence tomography (OCT) has become an established clinical routine for the in vivo imaging of the optic nerve head (ONH) tissues, that is crucial in the diagnosis and management of various ocular and neuro-ocular pathologies. However, the presence of speckle noise affects the quality of O...