I use and integrate a wide variety of data sources in my research, spanning both structured and unstructured forms, including national survey datasets, health insurance claims data, patient generated online text, and electronic health records. I investigate outcomes of treatments for glaucoma and cataract, as well as other areas of ophthalmology, while developing and applying novel methods for automated extraction of ophthalmic data from free text.
- Low Vision Poster for MCBK Conference, June 30th 2020 [download]
- Github username: eyelovedata
- Ophthalmology domain-specific word embeddings, trained on ophthalmology scientific literature abstracts indexed on PubMed [download]. Additional information on how to use these embeddings can be found at Github Repo eyelovedata/ophthalmologywordembeddings.
- Complete list of publications linked here.