| Ensemble deep learning for diabetic retinopathy detection using optical coherence tomography angiography M Heisler, S Karst, J Lo, Z Mammo, T Yu, S Warner, D Maberley, MF Beg, ... Translational Vision Science & Technology 9 (2), 20-20, 2020 | 107 | 2020 |
| Federated learning for microvasculature segmentation and diabetic retinopathy classification of OCT data J Lo, TY Timothy, D Ma, P Zang, JP Owen, Q Zhang, RK Wang, MF Beg, ... Ophthalmology Science 1 (4), 100069, 2021 | 46 | 2021 |
| Clinical explainable differential diagnosis of polypoidal choroidal vasculopathy and age-related macular degeneration using deep learning D Ma, M Kumar, V Khetan, P Sen, M Bhende, S Chen, TL Timothy, S Lee, ... Computers in biology and medicine 143, 105319, 2022 | 17 | 2022 |
| Augmenting operations research with auto-formulation of optimization models from problem descriptions R Ramamonjison, H Li, TT Yu, S He, V Rengan, A Banitalebi-Dehkordi, ... arXiv preprint arXiv:2209.15565, 2022 | 14 | 2022 |
| NL4Opt competition: Formulating optimization problems based on their natural language descriptions R Ramamonjison, T Yu, R Li, H Li, G Carenini, B Ghaddar, S He, ... NeurIPS 2022 Competition Track, 189-203, 2023 | 8 | 2023 |
| Segmentation-guided domain adaptation and data harmonization of multi-device retinal optical coherence tomography using cycle-consistent generative adversarial networks S Chen, D Ma, S Lee, TL Timothy, G Xu, D Lu, K Popuri, MJ Ju, ... Computers in Biology and Medicine 159, 106595, 2023 | 8 | 2023 |
| Collaborative diabetic retinopathy severity classification of optical coherence tomography data through federated learning TTL Yu, J Lo, D Ma, P Zang, J Owen, RK Wang, AY Lee, Y Jia, ... Investigative Ophthalmology & Visual Science 62 (8), 1029-1029, 2021 | 6 | 2021 |
| Ensemble deep learning for diabetic retinopathy detection using optical coherence tomography angiography. Transl Vis Sci Technol 9: 20 M Heisler, S Karst, J Lo, Z Mammo, T Yu, S Warner | 6 | 2020 |
| Effect of optical coherence tomography and angiography sampling rate towards diabetic retinopathy severity classification TY Timothy, D Ma, J Lo, MJ Ju, MF Beg, MV Sarunic Biomedical Optics Express 12 (10), 6660-6673, 2021 | 2 | 2021 |
| Spectral bandwidth recovery of optical coherence tomography images using deep learning TY Timothy, D Ma, J Cole, MJ Ju, MF Beg, MV Sarunic 2021 12th International Symposium on Image and Signal Processing and …, 2021 | 2 | 2021 |
| Domain Adaptation via CycleGAN for Retina Segmentation in Optical Coherence Tomography R Chen, TT Yu, G Xu, D Ma, MV Sarunic, MF Beg arXiv preprint arXiv:2107.02345, 2021 | 1 | 2021 |
| Progress on combining OCT-A with deep learning for diabetic retinopathy diagnosis T Yu, D Ma, J Lo, C WaChong, M Chambers, MF Beg, MV Sarunic Optical Coherence Tomography and Coherence Domain Optical Methods in …, 2021 | 1 | 2021 |
| LaTeX2Solver: a Hierarchical Semantic Parsing of LaTeX Document into Code for an Assistive Optimization Modeling Application R Ramamonjison, T Yu, L Xing, M Mostajabdaveh, X Li, X Fu, X Han, ... Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023 | | 2023 |
| Image enhancement for optical coherence tomography with super-resolution generative adversarial networks (SRGAN) TY Timothy, D Ma, J Cole, MJ Ju, MF Beg, MV Sarunic Optical Coherence Tomography and Coherence Domain Optical Methods in …, 2022 | | 2022 |
| Applications of deep learning for ophthalmic OCT T Yu Simon Fraser University, 2022 | | 2022 |
| Effect of Optical Coherence Tomography Acquisition Sampling Rate Towards Diabetic Retinopathy Severity Classification TLY Timothy, D Ma, J Lo, MJ Ju, MF Beg, MV Sarunic 2021 IEEE Photonics Conference (IPC), 1-2, 2021 | | 2021 |
| Evaluating signs of microangiopathy secondary to diabetes in different areas of the retina with swept source OCTA S Karst, M Heisler, N Page, T Yu, J Lo, M Etminan, MV Sarunic, ... Investigative Ophthalmology & Visual Science 60 (9), 5349-5349, 2019 | | 2019 |
| Correlation between middle retinal layers structural changes and deep capillary plexus dropout in diabetic retinopathy V Vanzan, S Karst, M Heisler, N Page, T Yu, J Lo, MV Sarunic, ... Investigative Ophthalmology & Visual Science 60 (9), 5348-5348, 2019 | | 2019 |
| Cat Health Monitor Final Presentation G Atwal, H Khakh, B Shen, G Teeger, H Wewala, T Yu Simon Fraser University, 2019 | | 2019 |
| Cat Health Monitor G Atwal, H Khakh, B Shen, G Teeger, H Wewala, T Yu Simon Fraser University, 2019 | | 2019 |
