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)

Leveraging Clinically Relevant Biometric Constraints to Supervise a Deep Learning Model for the Accurate Caliper Placement to Obtain Sonographic Measurements of the Fetal Brain. - Hari Shankar; Adithya Narayan; Shefali Jain; Divya Singh 003; P. Vyas; Nivedita Hegde; J. P. Kar; Abhi Lad; Jens Thang; Jagruthi Atada; D. Nguyen; Roopa PS; et al. (ISBI, 2022)

Towards a device-independent deep learning approach for the automated segmentation of sonographic fetal brain structures: a multi-center and multi-device validation. - Abhi Lad; Adithya Narayan; Hari Shankar; Shefali Jain; Pooja Punjani Vyas; Divya Singh 003; Nivedita Hegde; Jagruthi Atada; Jens Thang; Saw Shier Nee; Arunkumar Govindarajan; Roopa PS; et al. (Computer-Aided Diagnosis, 2022)