Sophia Y. Wang

According to our database, Sophia Y. Wang authored at least 11 papers between 2018 and 2026.

Collaborative distances:

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

2026

Validating a Deep Learning Algorithm to Identify Patients with Glaucoma using Systemic Electronic Health Records.

John Xiang, Rohith Ravindranath, Sophia Y. Wang

CoRR, April, 2026

2025

Multicenter evaluation of machine and deep learning methods to predict glaucoma surgical outcomes.

Samuel Barry, Sophia Y. Wang

Frontiers Artif. Intell., 2025

2024

Ocular Biometry OCR: a machine learning algorithm leveraging optical character recognition to extract intra ocular lens biometry measurements.

Anish Salvi, Leo Arnal, Kevin Ly, Gabriel Ferreira, Sophia Y. Wang, Curtis P. Langlotz, Vinit Mahajan, Chase A. Ludwig

Frontiers Artif. Intell., 2024

Common and Rare Fundus Diseases Identification Using Vision-Language Foundation Model with Knowledge of Over 400 Diseases.

Meng Wang, Tian Lin, Aidi Lin, Kai Yu, Yuanyuan Peng, Lianyu Wang, Cheng Chen, Ke Zou, Huiyu Liang, Man Chen, Xue Yao, Meiqin Zhang, Binwei Huang, Chaoxin Zheng, Peixin Zhang, Wei Chen, Yilong Luo, Yifan Chen, Honghe Xia, Tingkun Shi, Qi Zhang, Jinming Guo, Xiaolin Chen, Jingcheng Wang, Yih Chung Tham, Dianbo Liu, Wendy Wong, Sahil Thakur, Beau Fenner, Danqi Fang, Siying Liu, Qingyun Liu, Yuqiang Huang, Hongqiang Zeng, Yanda Meng, Yukun Zhou, Zehua Jiang, Minghui Qiu, Changqing Zhang, Xinjian Chen, Sophia Y. Wang, Cecilia S. Lee, Lucia Sobrin, Carol Y. Cheung, Chi Pui Pang, Pearse A. Keane, Ching-Yu Cheng, Haoyu Chen, Huazhu Fu

CoRR, 2024

2023

Extraction of Text from Optic Nerve Optical Coherence Tomography Reports.

Iyad Majid, Youchen Victor Zhang, Robert T. Chang, Sophia Y. Wang

CoRR, 2023

2022

Leveraging weak supervision to perform named entity recognition in electronic health records progress notes to identify the ophthalmology exam.

Sophia Y. Wang, Justin Huang, Hannah Hwang, Wendeng Hu, Shiqi Tao, Tina Hernandez-Boussard

Int. J. Medical Informatics, 2022

Looking for low vision: Predicting visual prognosis by fusing structured and free-text data from electronic health records.

Haiwen Gui, Benjamin Tseng, Wendeng Hu, Sophia Y. Wang

Int. J. Medical Informatics, 2022

2021

Development and evaluation of novel ophthalmology domain-specific neural word embeddings to predict visual prognosis.

Sophia Y. Wang, Benjamin Tseng, Tina Hernandez-Boussard

Int. J. Medical Informatics, 2021

2020

Automated extraction of ophthalmic surgery outcomes from the electronic health record.

Sophia Y. Wang, Suzann Pershing, Elaine Tran, Tina Hernandez-Boussard

Int. J. Medical Informatics, 2020

2019

Understanding Patient Attitudes Toward Multifocal Intraocular Lenses in Online Medical Forums Through Sentiment Analysis.

Sophia Y. Wang, Tina Hernandez-Boussard, Robert T. Chang, Suzann Pershing

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

2018

A Pipeline to Measure Ophthalmic Surgery Outcomes from the Electronic Health Record.

Sophia Y. Wang, Suzann Pershing, Tina Hernandez-Boussard

Proceedings of the AMIA 2018, 2018