Development of a deep learning algorithm for myopic maculopathy classification based on OCT images using transfer learning

• Main Authors: Xiaoying He (Author), Peifang Ren (Author), Li Lu (Author), Xuyuan Tang (Author), Jun Wang (Author), Zixuan Yang (Author), Wei Han (Author)
• Format: Knjiga
• Izdano: Frontiers Media S.A., 2022-09-01T00:00:00Z.
• Teme: article
• Online dostop: Connect to this object online.

PurposeTo apply deep learning (DL) techniques to develop an automatic intelligent classification system identifying the specific types of myopic maculopathy (MM) based on macular optical coherence tomography (OCT) images using transfer learning (TL).MethodIn this retrospective study, a total of 3,94...