Leopold Schmetterer

22 papers Journal 15Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Addressing Glaucoma Structure-Function Relationship: A Multi-Task Learning Framework With Multi-Modal and Unpaired Data. IEEE Trans. Medical Imaging Xuming An, Jacqueline Chua, Yujin Wang, Ruben Hemelings, Rahat Husain, Rachel Chong, Tina Wong, Tin Aung, Damon Wing Kee Wong, Chen Zhang, Leopold Schmetterer
2025	J	`jnl`	AMeta-FD: Adversarial Meta-learning for Few-shot retinal OCT image Despeckling. Comput. Medical Imaging Graph. Yi Zhou, Tao Peng, Thiara Sana Ahmed, Fei Shi, Weifang Zhu, Dehui Xiang, Leopold Schmetterer, Jianxin Jiang, Bingyao Tan, Xinjian Chen
2025	J	`jnl`	Curvilinear Structure-preserving Unpaired Cross-domain Medical Image Translation. CoRR Zihao Chen, Yi Zhou, Xudong Jiang, Li Chen, Leopold Schmetterer, Bingyao Tan, Jun Cheng
2025	J	`jnl`	EVLF-FM: Explainable Vision Language Foundation Model for Medicine. CoRR Yang Bai, Haoran Cheng, Yang Zhou, Jun Zhou, Arun Thirunavukarasu, Yuhe Ke, Jie Yao, Kanae Fukutsu, Chrystie Wan Ning Quek, Ashley Hong, Laura Gutierrez, Zhen Ling Teo, Darren Shu Jeng Ting, Brian T. Soetikno, Christopher S. Nielsen, Tobias Elze, Zengxiang Li, Linh Le Dinh, Hiok Hong Chan, Victor Koh, Marcus Tan, Kelvin Z. Li, Leonard Yip, Ching Yu Cheng, Yih Chung Tham, Gavin Siew Wei Tan, Leopold Schmetterer, Marcus Ang, Rahat Hussain, Jod Mehta, Tin Aung, Lionel Tim-Ee Cheng, Tran Nguyen Tuan Anh, Chee Leong Cheng, Tien Yin Wong, Nan Liu, Iain Bee Huat Tan, Soon Thye Lim, Eyal Klang, Tony Kiat Hon Lim, Rick Siow Mong Goh, Yong Liu, Daniel Shu Wei Ting
2025	—	`conf`	Improving OCTA Imaging Through Cross-Domain Adaptation: A Noise-Guided Framework Using Intralipid-Enhanced Rat Data. MICCAI (7) Bingyu Yang, Bingyao Tan, Zaiwang Gu, Leopold Schmetterer, Huiqi Li, Jun Cheng
2025	—	`conf`	Intra- and Cross-View Enhancement for OCTA Imaging. MICCAI (13) Jingbo Zeng, Bingyao Tan, Zaiwang Gu, Shenghua Gao, Leopold Schmetterer, Jun Cheng
2025	J	`jnl`	Masked Vascular Structure Segmentation and Completion in Retinal Images. IEEE Trans. Medical Imaging Yi Zhou, Thiara Sana Ahmed, Meng Wang, Eric A. Newman, Leopold Schmetterer, Huazhu Fu, Jun Cheng, Bingyao Tan
2024	J	`jnl`	Optical coherence tomography choroidal enhancement using generative deep learning. npj Digit. Medicine 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, Yong Liu, Leopold Schmetterer
2023	J	`jnl`	Deep learning system to predict the 5-year risk of high myopia using fundus imaging in children. npj Digit. Medicine 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
2023	J	`jnl`	The 3D Structural Phenotype of the Glaucomatous Optic Nerve Head and its Relationship with The Severity of Visual Field Damage. CoRR 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
2022	J	`jnl`	Are Macula or Optic Nerve Head Structures better at Diagnosing Glaucoma? An Answer using AI and Wide-Field Optical Coherence Tomography. CoRR 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
2022	—	`conf`	Automated Retinal Vascular Topological Information Extraction From OCTA. EMBC Ashe X. Lee, Ashish Saxena, Jacqueline Chua, Leopold Schmetterer, Bingyao Tan
2020	—	`conf`	Automated circumpapillary retinal nerve fiber layer segmentation in high-resolution swept-source OCT. EMBC Ai Ping Yow, Bingyao Tan, Jacqueline Chua, Tin Aung, Rahat Husain, Leopold Schmetterer, Damon Wing Kee Wong
2020	—	`conf`	Localization of Anatomical Features in Vascular-enhanced Enface OCT Images. EMBC Damon Wing Kee Wong, Ai Ping Yow, Bingyao Tan, Xinwen Yao, Jacqueline Chua, Leopold Schmetterer
2020	J	`jnl`	OCT-GAN: Single Step Shadow and Noise Removal from Optical Coherence Tomography Images of the Human Optic Nerve Head. CoRR 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
2020	—	`conf`	Three-dimensional choroidal vessel network quantification using swept source optical coherence tomography. EMBC Bingyao Tan, Damon Wing Kee Wong, Ai Ping Yow, Xinwen Yao, Leopold Schmetterer
2020	J	`jnl`	Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning. CoRR 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. Thiéry, Michael J. A. Girard
2020	—	`conf`	Volumetric Choroidal Segmentation Using Sequential Deep Learning Approach in High Myopia Subjects. EMBC Dheo A. Y. Cahyo, Damon Wing Kee Wong, Ai Ping Yow, Seang Mei Saw, Leopold Schmetterer
2019	J	`jnl`	Deep learning in estimating prevalence and systemic risk factors for diabetic retinopathy: a multi-ethnic study. npj Digit. Medicine 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
2019	J	`jnl`	DeshadowGAN: A Deep Learning Approach to Remove Shadows from Optical Coherence Tomography Images. CoRR 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
2018	J	`jnl`	A Deep Learning Approach to Denoise Optical Coherence Tomography Images of the Optic Nerve Head. CoRR 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
2018	J	`jnl`	Embedded deep learning in ophthalmology: Making ophthalmic imaging smarter. CoRR Petteri Teikari, Raymond P. Najjar, Leopold Schmetterer, Dan Milea