A Pipeline to Measure Ophthalmic Surgery Outcomes from the Electronic Health Record. - Sophia Y. Wang; Suzann Pershing; Tina Hernandez-Boussard (AMIA, 2018)

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 (MedInfo, 2019)

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)

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)

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)

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)

Extraction of Text from Optic Nerve Optical Coherence Tomography Reports. - Iyad Majid; Youchen Victor Zhang; Robert T. Chang; Sophia Y. Wang (CoRR, 2023)

Common and Rare Fundus Diseases Identification Using Vision-Language Foundation Model with Knowledge of Over 400 Diseases. - Meng Wang 038; Tian Lin; Aidi Lin; Kai Yu 009; Yuanyuan Peng; Lianyu Wang; Cheng Chen; Ke Zou; Huiyu Liang; Man Chen; Xue Yao; Meiqin Zhang; et al. (CoRR, 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)