Publications

JOURNAL PUBLICATIONS

1. Liu Li, Mai Xu*, Hanruo Liu, et al., "A Large-scale Database and a CNN Model: Attention-based Glaucoma Detection" in IEEE Transactions on Medical Imaging, 2019.[Paper]
2. Hanruo Liu, Liu Li, Ian Wormstone, et al., "Establishing a Generalized Deep Learning System for Detection of Glaucomatous Optic Neuropathy using Fundus Photographs" in JAMA Ophthalmology, 2019. (first student author) [Paper]

CONFERENCE PUBLICATIONS

1. Liu Li, Mai Xu*, Xiaofei Wang, Lai Jiang, and Hanruo Liu, "Attention Based Glaucoma Detection: A Large-scale Database and CNN Model" in Conference on Computer Vision and Pattern Recognition, 2019. [Paper][Database][Poster]
2. Xiaofei Wang, Mai Xu*, Liu li and Zulin Wang, "Pathology-aware deep network visualization and its application in glaucoma image synthesis" in Medical Image Computing and Computer Assisted Interventions, 2019.
3. Liu Li, Mai Xu*, Xiaofei Wang, et al., "DeepGF: Deep Learning Based Glaucoma Forecast" submitted to AAAI, 2020.