A Catalog of Public Glaucoma Datasets for Machine Learning Applications

Author:

Kiefer Riley1ORCID,Abid Muhammad1ORCID,Steen Jessica2ORCID,Ardali Mahsa Raeisi2ORCID,Amjadian Ehsan3ORCID

Affiliation:

1. Department of Computer Science, Florida Polytechnic University, United States

2. College of Optometry, Nova Southeastern University, United States

3. Cheriton School of Computer Science, University of Waterloo, Canada

Publisher

ACM

Reference40 articles.

1. Allison , Karen , Deepkumar Patel , and Omobolanle Alabi . "Epidemiology of glaucoma : the past, present, and predictions for the future." Cureus 12.11 ( 2020 ). Allison, Karen, Deepkumar Patel, and Omobolanle Alabi. "Epidemiology of glaucoma: the past, present, and predictions for the future." Cureus 12.11 (2020).

2. The diagnosis and treatment of glaucoma;Schuster Alexander K;Deutsches Ärzteblatt International,2020

3. Riley Kiefer and Muhammad R. Abid . 2021. Automated Dataset Amplification and its Application to Small Dataset Object Detection Transfer Learning . In 2021 the 5th International Conference on Information System and Data Mining (ICISDM 2021 ). Association for Computing Machinery, New York, NY, USA, 55–61. https://doi.org/10.1145/3471287.3471305 10.1145/3471287.3471305 Riley Kiefer and Muhammad R. Abid. 2021. Automated Dataset Amplification and its Application to Small Dataset Object Detection Transfer Learning. In 2021 the 5th International Conference on Information System and Data Mining (ICISDM 2021). Association for Computing Machinery, New York, NY, USA, 55–61. https://doi.org/10.1145/3471287.3471305

4. Kiefer , Riley , " A Survey of Glaucoma Detection Algorithms using Fundus and OCT Images ." 2022 IEEE 13th Annual Information Technology , Electronics and Mobile Communication Conference (IEMCON). IEEE , 2022. Kiefer, Riley, "A Survey of Glaucoma Detection Algorithms using Fundus and OCT Images." 2022 IEEE 13th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON). IEEE, 2022.

5. Survey on segmentation and classification approaches of optic cup and optic disc for diagnosis of glaucoma

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