Retinal layer segmentation in optical coherence tomography (OCT) using a 3D deep-convolutional regression network for patients with age-related macular degeneration

Souvick Mukherjee, Tharindu De Silva, Peyton Grisso, Henry Wiley, D. L. Keenan Tiarnan, Alisa T Thavikulwat, Emily Chew, and Catherine Cukras

Biomed. Opt. Express 13(6), 3195-3210 (2022)  View: HTML | PDF

Multi-class classification of breast tissue using optical coherence tomography and attenuation imaging combined via deep learning

Ken Y. Foo, Kyle Newman, Qi Fang, Peijun Gong, Hina M. Ismail, Devina D. Lakhiani, Renate Zilkens, Benjamin F. Dessauvagie, Bruce Latham, Christobel M. Saunders, Lixin Chin, and Brendan F. Kennedy

Biomed. Opt. Express 13(6), 3380-3400 (2022)  View: HTML | PDF  [Suppl. Mat. (1)]

FCE-Net: a fast image contrast enhancement method based on deep learning for biomedical optical images

Yunfei Zhang, Peng Wu, Siqi Chen, Hui Gong, and Xiaoquan Yang

Biomed. Opt. Express 13(6), 3521-3534 (2022)  View: HTML | PDF

Deep learning for denoising in a Mueller matrix microscope

Xiongjie Yang, Qianhao Zhao, Tongyu Huang, Zheng Hu, Tongjun Bu, Honghui He, Anli Hou, Migao Li, Yucheng Xiao, and Hui Ma

Biomed. Opt. Express 13(6), 3535-3551 (2022)  View: HTML | PDF

Multi-perspective label based deep learning framework for cerebral vasculature segmentation in whole-brain fluorescence images

Yuxin Li, Tong Ren, Junhuai Li, Xiangning Li, and Anan Li

Biomed. Opt. Express 13(6), 3657-3671 (2022)  View: HTML | PDF  [Suppl. Mat. (6)]