- Medical Image Enhancement [Code]
"Structure and Illumination Constrained GAN for Medical Image Enhancement", IEEE Transactions on Medical Imaging (TMI), 2021.
- Cerebrovascular Segmentation in MRA images [Code]
"Cerebrovascular Segmentation in MRA via Reverse Edge Attention Network ", MICCAI, 2020, pp. 66-75.
- Vessel and Nerve Fibre Segmentation in 2D and 3D Biomedical Images [Code]
"CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging", Medical Image Analysis, in press, 2020
- Vessel Segmentation in Retinal OCTA images [code]
"ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model", IEEE Transactions on Medical Imaging (TMI), 2021.
- 3D Iris Reconstruction based on AS-OCT Images [code]
"Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT", MICCAI, 2020.
- 2D Biomedical Image Segmentation [code]
"CE-Net: Context Encoder Network for 2D Medical Image Segmentation", IEEE Transactions on Medical Imaging (TMI), vol. 38, no. 10, pp. 2281-2292, 2019.
- Vessel and Nerve Fibre Segmentation in 2D Bimedical Images [code]
"CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation", MICCAI, 2019, pp. 721-730.
- Optic Cup and Disc Segmentation [code]
"Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation", IEEE Transactions on Medical Imaging (TMI), vol. 37, no. 7, pp. 1597-1605, 2018.
- Glaucoma Screening based on Cup and Disc Ratio [code]
"Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image", IEEE Transactions on Medical Imaging (TMI), vol. 37, no. 11, pp. 2493-2501, 2018.