Fred K. Chen

According to our database, Fred K. Chen authored at least 8 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Artificial intelligence techniques in inherited retinal diseases: A review.

Han Trinh, Jordan Vice, Jason Charng, Zahra Tajbakhsh, Khyber Alam, Fred K. Chen, Ajmal Mian

CoRR, 2024

Improving OCT Image Reconstruction Through Multi-Input GANs with Gated Attention.

Maryam Mehdizadeh, Cara MacNish, David Alonso-Caneiro, Ashley Gillman, Sajib Saha, Fred K. Chen

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2024

2021

Data augmentation for patch-based OCT chorio-retinal segmentation using generative adversarial networks.

Jason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Fred K. Chen, Michael J. Collins

Neural Comput. Appl., 2021

Use of uncertainty quantification as a surrogate for layer segmentation error in Stargardt disease retinal OCT images.

David Alonso-Caneiro, Jason Kugelman, Janelle Tong, Michael Kalloniatis, Fred K. Chen, Scott A. Read, Michael J. Collins

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

2020

Effect of Altered OCT Image Quality on Deep Learning Boundary Segmentation.

Jason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Fred K. Chen, Michael J. Collins

IEEE Access, 2020

Dual image and mask synthesis with GANs for semantic segmentation in optical coherence tomography.

Jason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Fred K. Chen, Michael J. Collins

Proceedings of the Digital Image Computing: Techniques and Applications, 2020

2019

Constructing Synthetic Chorio-Retinal Patches using Generative Adversarial Networks.

Jason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Fred K. Chen, Michael J. Collins

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

2018

Automatic Retinal and Choroidal Boundary Segmentation in OCT Images Using Patch-Based Supervised Machine Learning Methods.

David Alonso-Caneiro, Jason Kugelman, Jared Hamwood, Scott A. Read, Stephen J. Vincent, Fred K. Chen, Michael J. Collins

Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018