Leopold Schmetterer

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Diabetic Retinopathy

Optical Coherence Tomography

Top Venues

npj Digit. Medicine

Publications

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, Daniel Shu Wei Ting, Liu Yong, Leopold Schmetterer
Optical coherence tomography choroidal enhancement using generative deep learning. npj Digit. Medicine 7 (1) (2024)
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, Marcus Ang
Deep learning system to predict the 5-year risk of high myopia using fundus imaging in children. npj Digit. Medicine 6 (2023)
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
The 3D Structural Phenotype of the Glaucomatous Optic Nerve Head and its Relationship with The Severity of Visual Field Damage. CoRR (2023)
Charis Y. N. Chiang, Fabian Braeu, Thanadet Chuangsuwanich, Royston K. Y. Tan, Jacqueline Chua, Leopold Schmetterer, Alexandre H. Thiery, Martin L. Buist, Michaël J. A. Girard
Are Macula or Optic Nerve Head Structures better at Diagnosing Glaucoma? An Answer using AI and Wide-Field Optical Coherence Tomography. CoRR (2022)
Ashe X. Lee, Ashish Saxena, Jacqueline Chua, Leopold Schmetterer, Bingyao Tan
Automated Retinal Vascular Topological Information Extraction From OCTA. EMBC (2022)
Bingyao Tan, Damon Wing Kee Wong, Ai Ping Yow, Xinwen Yao, Leopold Schmetterer
Three-dimensional choroidal vessel network quantification using swept source optical coherence tomography. EMBC (2020)
Dheo A. Y. Cahyo, Damon Wing Kee Wong, Ai Ping Yow, Seang Mei Saw, Leopold Schmetterer
Volumetric Choroidal Segmentation Using Sequential Deep Learning Approach in High Myopia Subjects. EMBC (2020)
Ai Ping Yow, Bingyao Tan, Jacqueline Chua, Tin Aung, Rahat Husain, Leopold Schmetterer, Damon Wing Kee Wong
Automated circumpapillary retinal nerve fiber layer segmentation in high-resolution swept-source OCT. EMBC (2020)
Haris Cheong, Sripad Krishna Devalla, Thanadet Chuangsuwanich, Tin Aung Tun, Xiaofei Wang, Tin Aung, Leopold Schmetterer, Martin L. Buist, Craig Boote, Alexandre H. Thiery, Michael J. A. Girard
OCT-GAN: Single Step Shadow and Noise Removal from Optical Coherence Tomography Images of the Human Optic Nerve Head. CoRR (2020)
Damon Wing Kee Wong, Ai Ping Yow, Bingyao Tan, Xinwen Yao, Jacqueline Chua, Leopold Schmetterer
Localization of Anatomical Features in Vascular-enhanced Enface OCT Images. EMBC (2020)
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, Tin Aung Tun, Ching Yu Cheng, Leopold Schmetterer, Shamira A. Perera, Tin Aung, Alexandre H. Thiery, Michael J. A. Girard
Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning. CoRR (2020)
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. Thiery, Michael J. A. Girard
DeshadowGAN: A Deep Learning Approach to Remove Shadows from Optical Coherence Tomography Images. CoRR (2019)
Daniel S. W. Ting, Carol Yim-lui Cheung, Quang Duc Nguyen, Charumathi Sabanayagam, Gilbert Lim, Zhan Wei Lim, Gavin Siew Wei Tan, Yu Qiang Soh, Leopold Schmetterer, Ya Xing Wang, Jost B. Jonas, Rohit Varma, Mong-Li Lee, Wynne Hsu, Ecosse Lamoureux, Ching-Yu Cheng, Tien Yin Wong
Deep learning in estimating prevalence and systemic risk factors for diabetic retinopathy: a multi-ethnic study. npj Digit. Medicine 2 (2019)
Sripad Krishna Devalla, Giridhar Subramanian, Tan Hung Pham, Xiaofei Wang, Shamira A. Perera, Tin Aung Tun, Tin Aung, Leopold Schmetterer, Alexandre H. Thiery, Michael J. A. Girard
A Deep Learning Approach to Denoise Optical Coherence Tomography Images of the Optic Nerve Head. CoRR (2018)
Petteri Teikari, Raymond P. Najjar, Leopold Schmetterer, Dan Milea
Embedded deep learning in ophthalmology: Making ophthalmic imaging smarter. CoRR (2018)