A Deep Learning Approach to Digitally Stain Optical Coherence Tomography Images of the Optic Nerve Head. - Sripad Krishna Devalla; Jean-Martial Mari; Tin Aung Tun; Nicholas G. Strouthidis; Tin Aung; Alexandre H. Thiéry; Michael J. A. Girard (CoRR, 2017)

DRUNET: A Dilated-Residual U-Net Deep Learning Network to Digitally Stain Optic Nerve Head Tissues in Optical Coherence Tomography Images. - 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 (CoRR, 2018)

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)

Deep Learning Algorithms to Isolate and Quantify the Structures of the Anterior Segment in Optical Coherence Tomography Images. - Tan Hung Pham; Sripad Krishna Devalla; Aloysius Ang; Soh Zhi Da; Alexandre H. Thiéry; Craig Boote; Ching Yu Cheng; Victor Koh; Michael J. A. Girard (CoRR, 2019)

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)

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)

Describing the Structural Phenotype of the Glaucomatous Optic Nerve Head Using Artificial Intelligence. - 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 (CoRR, 2020)

Explainable Diabetic Retinopathy Classification Based on Neural-Symbolic Learning. - Se-In Jang; Michael J. A. Girard; Alexandre H. Thiéry (NeSy, 2021)

The Three-Dimensional Structural Configuration of the Central Retinal Vessel Trunk and Branches as a Glaucoma Biomarker. - 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; et al. (CoRR, 2021)

3D Structural Analysis of the Optic Nerve Head to Robustly Discriminate Between Papilledema and Optic Disc Drusen. - Michael J. A. Girard; Satish Kumar Panda; Tin Aung Tun; Elisabeth A. Wibroe; Raymond P. Najjar; Aung Tin; Alexandre H. Thiéry; Steffen Hamann; Clare Fraser; Dan Milea (CoRR, 2021)

Explainable and Interpretable Diabetic Retinopathy Classification Based on Neural-Symbolic Learning. - Se-In Jang; Michael J. A. Girard; Alexandre H. Thiéry (CoRR, 2022)

Geometric Deep Learning to Identify the Critical 3D Structural Features of the Optic Nerve Head for Glaucoma Diagnosis. - Fabian A. Braeu; Alexandre H. Thiéry; Tin Aung Tun; Aiste Kadziauskiene; George Barbastathis; Tin Aung; Michaël J. A. Girard (CoRR, 2022)

Medical Application of Geometric Deep Learning for the Diagnosis of Glaucoma. - Alexandre H. Thiéry; Fabian A. Braeu; Tin Aung Tun; Tin Aung; Michael J. A. Girard (CoRR, 2022)

AI-based Clinical Assessment of Optic Nerve Head Robustness Superseding Biomechanical Testing. - Fabian A. Braeu; Thanadet Chuangsuwanich; Tin Aung Tun; Alexandre H. Thiery; Tin Aung; George Barbastathis; Michaël J. A. Girard (CoRR, 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)

3D Growth and Remodeling Theory Supports the Hypothesis of Staphyloma Formation from Local Scleral Weakening under Normal Intraocular Pressure. - Fabian A. Braeu; Stéphane Avril; Michaël J. A. Girard (CoRR, 2024)

Introducing the Biomechanics-Function Relationship in Glaucoma: Improved Visual Field Loss Predictions from intraocular pressure-induced Neural Tissue Strains. - 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 (CoRR, 2024)

3D Structural Phenotype of the Optic Nerve Head at the Intersection of Glaucoma and Myopia - A Key to Improving Glaucoma Diagnosis in Myopic Populations. - 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 (CoRR, 2025)

AI to Identify Strain-sensitive Regions of the Optic Nerve Head Linked to Functional Loss in Glaucoma. - 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 (CoRR, 2025)