Joelle A. Hallak

According to our database, Joelle A. Hallak authored at least 8 papers between 2019 and 2022.

Collaborative distances:

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

2022

Contrastive learning-based pretraining improves representation and transferability of diabetic retinopathy classification models.

Minhaj Nur Alam, Rikiya Yamashita, Vignav Ramesh, Tejas Prabhune, Jennifer I. Lim, R. V. P. Chan, Joelle A. Hallak, Theodore Leng, Daniel L. Rubin

CoRR, 2022

2021

AutoPtosis.

Abdullah Aleem, Manoj Prabhakar Nallabothula, Pete Setabutr, Joelle A. Hallak, Darvin Yi

CoRR, 2021

I-ODA, Real-World Multi-modal Longitudinal Data for OphthalmicApplications.

Nooshin Mojab, Vahid Noroozi, Abdullah Aleem, Manoj Prabhakar Nallabothula, Joseph Baker, Dimitri T. Azar, Mark Rosenblatt, R. V. Paul Chan, Darvin Yi, Philip S. Yu, Joelle A. Hallak

CoRR, 2021

CvS: Classification via Segmentation For Small Datasets.

Nooshin Mojab, Philip S. Yu, Joelle A. Hallak, Darvin Yi

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

I-ODA, Real-world Multi-modal Longitudinal Data for Ophthalmic Applications.

Nooshin Mojab, Vahid Noroozi, Abdullah Aleem, Manoj Prabhakar Nallabothula, Joseph Baker, Dimitri T. Azar, Mark Rosenblatt, R. V. Paul Chan, Darvin Yi, Philip S. Yu, Joelle A. Hallak

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

2020

Real-World Multi-Domain Data Applications for Generalizations to Clinical Settings.

Nooshin Mojab, Vahid Noroozi, Darvin Yi, Manoj Prabhakar Nallabothula, Abdullah Aleem, Philip S. Yu, Joelle A. Hallak

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2019

A Deep-learning Approach for Prognosis of Age-Related Macular Degeneration Disease using SD-OCT Imaging Biomarkers.

Imon Banerjee, Luis de Sisternes, Joelle A. Hallak, Theodore Leng, Aaron Osborne, Mary Durbin, Daniel L. Rubin

CoRR, 2019

Deep Multi-Task Learning for Interpretable Glaucoma Detection.

Nooshin Mojab, Vahid Noroozi, Philip S. Yu, Joelle A. Hallak

Proceedings of the 20th IEEE International Conference on Information Reuse and Integration for Data Science, 2019