Joelle A. Hallak

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 10

Top Topics

Age Related Macular Degeneration

Classification Models

Associative Classifiers

Top Venues

Publications

Minhaj Nur Alam, Rikiya Yamashita, Vignav Ramesh, Tejas Prabhune, Jennifer I. Lim, R. V. P. Chan, Joelle A. Hallak, Theodore Leng, Daniel L. Rubin
Contrastive learning-based pretraining improves representation and transferability of diabetic retinopathy classification models. CoRR (2022)
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
I-ODA, Real-world Multi-modal Longitudinal Data for Ophthalmic Applications. HEALTHINF (2021)
Nooshin Mojab, Philip S. Yu, Joelle A. Hallak, Darvin Yi
CvS: Classification via Segmentation For Small Datasets. CoRR (2021)
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
I-ODA, Real-World Multi-modal Longitudinal Data for OphthalmicApplications. CoRR (2021)
Abdullah Aleem, Manoj Prabhakar Nallabothula, Pete Setabutr, Joelle A. Hallak, Darvin Yi
AutoPtosis. CoRR (2021)
Nooshin Mojab, Philip S. Yu, Joelle A. Hallak, Darvin Yi
CvS: Classification via Segmentation For Small Datasets. BMVC (2021)
Nooshin Mojab, Vahid Noroozi, Darvin Yi, Manoj Prabhakar Nallabothula, Abdullah Aleem, Philip S. Yu, Joelle A. Hallak
Real-World Multi-Domain Data Applications for Generalizations to Clinical Settings. CoRR (2020)
Nooshin Mojab, Vahid Noroozi, Darvin Yi, Manoj Prabhakar Nallabothula, Abdullah Aleem, Philip S. Yu, Joelle A. Hallak
Real-World Multi-Domain Data Applications for Generalizations to Clinical Settings. ICMLA (2020)
Imon Banerjee, Luis de Sisternes, Joelle A. Hallak, Theodore Leng, Aaron Osborne, Mary Durbin, Daniel L. Rubin
A Deep-learning Approach for Prognosis of Age-Related Macular Degeneration Disease using SD-OCT Imaging Biomarkers. CoRR (2019)
Nooshin Mojab, Vahid Noroozi, Philip S. Yu, Joelle A. Hallak
Deep Multi-Task Learning for Interpretable Glaucoma Detection. IRI (2019)