A Deep Learning Approach to Denoise Optical Coherence Tomography Images of the Optic Nerve Head. - Sripad Krishna Devalla; Giridhar Subramanian; Tan Hung Pham; Xiaofei Wang; Shamira A. Perera; Tin Aung Tun; Tin Aung; Leopold Schmetterer; Alexandre H. Thiéry; Michael J. A. Girard (CoRR, 2018)

Embedded deep learning in ophthalmology: Making ophthalmic imaging smarter. - Petteri Teikari; Raymond P. Najjar; Leopold Schmetterer; Dan Milea (CoRR, 2018)

DeshadowGAN: A Deep Learning Approach to Remove Shadows from Optical Coherence Tomography Images. - Haris Cheong; Sripad Krishna Devalla; Tan Hung Pham; Zhang Liang; Tin Aung Tun; Xiaofei Wang; Shamira A. Perera; Leopold Schmetterer; Tin Aung; Craig Boote; Alexandre H. Thiéry; Michael J. A. Girard (CoRR, 2019)

Deep learning in estimating prevalence and systemic risk factors for diabetic retinopathy: a multi-ethnic study. - Daniel S. W. Ting; Carol Yim-lui Cheung; Quang Duc Nguyen 001; Charumathi Sabanayagam; Gilbert Lim; Zhan Wei Lim; Gavin Siew Wei Tan; Yu Qiang Soh; Leopold Schmetterer; Ya Xing Wang; Jost B. Jonas; Rohit Varma; et al. (npj Digit. Medicine, 2019)

Volumetric Choroidal Segmentation Using Sequential Deep Learning Approach in High Myopia Subjects. - Dheo A. Y. Cahyo; Damon Wing Kee Wong; Ai Ping Yow; Seang Mei Saw; Leopold Schmetterer (EMBC, 2020)

Three-dimensional choroidal vessel network quantification using swept source optical coherence tomography. - Bingyao Tan; Damon Wing Kee Wong; Ai Ping Yow; Xinwen Yao; Leopold Schmetterer (EMBC, 2020)

Localization of Anatomical Features in Vascular-enhanced Enface OCT Images. - Damon Wing Kee Wong; Ai Ping Yow; Bingyao Tan; Xinwen Yao; Jacqueline Chua; Leopold Schmetterer (EMBC, 2020)

Automated circumpapillary retinal nerve fiber layer segmentation in high-resolution swept-source OCT. - Ai Ping Yow; Bingyao Tan; Jacqueline Chua; Tin Aung; Rahat Husain; Leopold Schmetterer; Damon Wing Kee Wong (EMBC, 2020)

Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning. - Sripad Krishna Devalla; Tan Hung Pham; Satish Kumar Panda; Zhang Liang; Giridhar Subramanian; Anirudh Swaminathan; Chin Zhi Yun; Mohan Rajan; Sujatha Mohan; Ramaswami Krishnadas; Vijayalakshmi Senthil; John Mark S. de Leon; et al. (CoRR, 2020)

OCT-GAN: Single Step Shadow and Noise Removal from Optical Coherence Tomography Images of the Human Optic Nerve Head. - Haris Cheong; Sripad Krishna Devalla; Thanadet Chuangsuwanich; Tin Aung Tun; Xiaofei Wang; Tin Aung; Leopold Schmetterer; Martin L. Buist; Craig Boote; Alexandre H. Thiéry; Michael J. A. Girard (CoRR, 2020)

Automated Retinal Vascular Topological Information Extraction From OCTA. - Ashe X. Lee; Ashish Saxena; Jacqueline Chua; Leopold Schmetterer; Bingyao Tan (EMBC, 2022)

Are Macula or Optic Nerve Head Structures better at Diagnosing Glaucoma? An Answer using AI and Wide-Field Optical Coherence Tomography. - Charis Y. N. Chiang; Fabian A. Braeu; Thanadet Chuangsuwanich; Royston K. Y. Tan; Jacqueline Chua; Leopold Schmetterer; Alexandre H. Thiery; Martin L. Buist; Michaël J. A. Girard (CoRR, 2022)

The 3D Structural Phenotype of the Glaucomatous Optic Nerve Head and its Relationship with The Severity of Visual Field Damage. - Fabian A. Braeu; Thanadet Chuangsuwanich; Tin Aung Tun; Shamira A. Perera; Rahat Husain; Aiste Kadziauskiene; Leopold Schmetterer; Alexandre H. Thiéry; George Barbastathis; Tin Aung; Michaël J. A. Girard (CoRR, 2023)

Deep learning system to predict the 5-year risk of high myopia using fundus imaging in children. - Li Lian Foo; Gilbert Yong San Lim; Carla Lanca; Chee Wai Wong; Quan V. Hoang; Xiu Juan Zhang; Jason C. Yam; Leopold Schmetterer; Audrey Chia; Tien Yin Wong; Daniel S. W. Ting; Seang-Mei Saw; et al. (npj Digit. Medicine, 2023)

Optical coherence tomography choroidal enhancement using generative deep learning. - Valentina Bellemo; Ankit Kumar Das; Syna Sreng; Jacqueline Chua; Damon Wing Kee Wong; Janika Shah; Rahul Jonas; Bingyao Tan; Xinyu Liu; Xinxing Xu; Gavin Siew Wei Tan; Rupesh Agrawal; et al. (npj Digit. Medicine, 2024)

AMeta-FD: Adversarial Meta-learning for Few-shot retinal OCT image Despeckling. - Yi Zhou 024; Tao Peng 013; Thiara Sana Ahmed; Fei Shi; Weifang Zhu; Dehui Xiang; Leopold Schmetterer; Jianxin Jiang; Bingyao Tan; Xinjian Chen 001 (Comput. Medical Imaging Graph., 2025)

Masked Vascular Structure Segmentation and Completion in Retinal Images. - Yi Zhou 024; Thiara Sana Ahmed; Meng Wang 038; Eric A. Newman; Leopold Schmetterer; Huazhu Fu; Jun Cheng 003; Bingyao Tan (IEEE Trans. Medical Imaging, 2025)