Shamira A. Perera

16 papers Journal 11Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	3D Structural Phenotype of the Optic Nerve Head at the Intersection of Glaucoma and Myopia - A Key to Improving Glaucoma Diagnosis in Myopic Populations. CoRR Swati Sharma, Fabian A. Braeu, Thanadet Chuangsuwanich, Tin Aung Tun, Quan V. Hoang, Rachel Chong, Shamira A. Perera, Ching Lin Ho, Rahat Husain, Martin L. Buist, Tin Aung, Michaël J. A. Girard
2025	J	`jnl`	AI to Identify Strain-sensitive Regions of the Optic Nerve Head Linked to Functional Loss in Glaucoma. CoRR Thanadet Chuangsuwanich, Monisha E. Nongpiur, Fabian A. Braeu, Tin Aung Tun, Alexandre H. Thiery, Shamira A. Perera, Ching Lin Ho, Martin Lindsay Buist, George Barbastathis, Tin Aung, Michaël J. A. Girard
2025	J	`jnl`	Fusing Structural Phenotypes with Functional Data for Early Prediction of Primary Angle Closure Glaucoma Progression. CoRR Swati Sharma, Thanadet Chuangsuwanich, Royston K. Y. Tan, Shimna C. Prasad, Tin Aung Tun, Shamira A. Perera, Martin L. Buist, Tin Aung, Monisha E. Nongpiur, Michaël J. A. Girard
2024	J	`jnl`	Introducing the Biomechanics-Function Relationship in Glaucoma: Improved Visual Field Loss Predictions from intraocular pressure-induced Neural Tissue Strains. CoRR Thanadet Chuangsuwanich, Monisha E. Nongpiur, Fabian A. Braeu, Tin Aung Tun, Alexandre H. Thiery, Shamira A. Perera, Ching Lin Ho, Martin Lindsay Buist, George Barbastathis, Tin Aung, Michaël J. A. Girard
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
2021	J	`jnl`	The Three-Dimensional Structural Configuration of the Central Retinal Vessel Trunk and Branches as a Glaucoma Biomarker. CoRR Satish Kumar Panda, Haris Cheong, Tin Aung Tun, Thanadet Chuangsuwanich, Aiste Kadziauskiene, Vijayalakshmi Senthil, Ramaswami Krishnadas, Martin L. Buist, Shamira A. Perera, Ching Yu Cheng, Tin Aung, Alexandre H. Thiéry, Michael J. A. Girard
2020	J	`jnl`	Describing the Structural Phenotype of the Glaucomatous Optic Nerve Head Using Artificial Intelligence. CoRR Satish Kumar Panda, Haris Cheong, Tin Aung Tun, Sripad Krishna Devella, Ramaswami Krishnadas, Martin L. Buist, Shamira A. Perera, Ching Yu Cheng, Tin Aung, Alexandre H. Thiéry, Michael J. A. Girard
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
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`	DRUNET: A Dilated-Residual U-Net Deep Learning Network to Digitally Stain Optic Nerve Head Tissues in Optical Coherence Tomography Images. CoRR Sripad Krishna Devalla, Prajwal K. Renukanand, Bharathwaj K. Sreedhar, Shamira A. Perera, Jean-Martial Mari, Khai Sing Chin, Tin Aung Tun, Nicholas G. Strouthidis, Tin Aung, Alexandre H. Thiéry, Michael J. A. Girard
2016	—	`conf`	Automatic anterior chamber angle structure segmentation in AS-OCT image based on label transfer. EMBC Huazhu Fu, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu, Mani Baskaran, Shamira A. Perera, Tin Aung
2016	—	`conf`	Similarity-weighted linear reconstruction of anterior chamber angles for glaucoma classification. ISBI Yanwu Xu, Jiang Liu, Damon Wing Kee Wong, Mani Baskaran, Shamira A. Perera, Tin Aung
2014	—	`conf`	Local patch reconstruction framework for optic cup localization in glaucoma detection. EMBC Yanwu Xu, Ying Quan, Yi Huang, Ngan Meng Tan, Ruoying Li, Lixin Duan, Lin Chen, Huiying Liu, Xiangyu Chen, Damon Wing Kee Wong, Mani Baskaran, Shamira A. Perera, Tin Aung, Tien Yin Wong, Jiang Liu
2013	—	`conf`	Automated anterior chamber angle localization and glaucoma type classification in OCT images. EMBC Yanwu Xu, Jiang Liu, Jun Cheng, Beng Hai Lee, Damon Wing Kee Wong, Mani Baskaran, Shamira A. Perera, Tin Aung
2012	—	`conf`	Anterior chamber angle classification using multiscale histograms of oriented gradients for glaucoma subtype identification. EMBC Yanwu Xu, Jiang Liu, Ngan Meng Tan, Beng Hai Lee, Damon Wing Kee Wong, Mani Baskaran, Shamira A. Perera, Tin Aung