Data Science Collection

Data Science descriptor articles provide an introduction to and complete description of data sets or software libraries, as well as access to them via links to open access repositories (see the Editorial for more information). Submissions of new data science descriptor articles are welcome. Formatting information is available in the instructions for authors. Articles that are accepted for publication will be added below as they are published.


Data Science in Translational Vision Science and Technology Open Access
Marco A. Zarbin, Aaron Y. Lee, Pearse A. Keane, Michael F. Chiang
Translational Vision Science & Technology July 2021, Vol.10, 20.

Data Science Descriptor Articles

PyVisualFields: A Python Package for Visual Field Analysis Open Access
Mohammad Eslami, Saber Kazeminasab, Vishal Sharma, Yangjiani Li, Mojtaba Fazli, Mengyu Wang, Nazlee Zebardast, Tobias Elze
Translational Vision Science & Technology February 2023, Vol.12, 6.

Development of an Open-Source Annotated Glaucoma Medication Dataset From Clinical Notes in the Electronic Health Record Open Access
Jimmy S. Chen, Wei-Chun Lin, Sen Yang, Michael F. Chiang, Michelle R. Hribar
Translational Vision Science & Technology November 2022, Vol.11, 20.

Transcriptomic Responses of Human Retinal Vascular Endothelial Cells to Inflammatory Cytokines Open Access
Feargal J. Ryan, Yuefang Ma, Liam M. Ashander, Michael Kvopka, Binoy Appukuttan, David J. Lynn, Justine R. Smith
Translational Vision Science & Technology August 2022, Vol.11, 27.

Simple Code Implementation for Deep Learning–Based Segmentation to Evaluate Central Serous Chorioretinopathy in Fundus Photography Open Access
Tae Keun Yoo, Bo Yi Kim, Hyun Kyo Jeong, Hong Kyu Kim, Donghyun Yang, Ik Hee Ryu
Translational Vision Science & Technology February 2022, Vol.11, 22.

UWHVF: A Real-World, Open Source Dataset of Perimetry Tests From the Humphrey Field Analyzer at the University of Washington Open Access
Giovanni Montesano, Andrew Chen, Randy Lu, Cecilia S. Lee, Aaron Y. Lee
Translational Vision Science & Technology January 2022, Vol.11, 2.

This PDF is available to Subscribers Only

Sign in or purchase a subscription to access this content. ×

You must be signed into an individual account to use this feature.