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. Author manuscript; available in PMC: 2022 Jun 1.
Published in final edited form as: Int J Med Inform. 2021 Apr 16;150:104464. doi: 10.1016/j.ijmedinf.2021.104464

Figure 5: Receiver Operating and Precision-Recall Curves for Prediction of Low Vision Prognosis.

Figure 5:

Legend: (A) Receiver operating and (B) precision-recall curves are shown for deep learning models predicting low vision prognosis which use as inputs free text clinical notes mapped to either more general GloVe or BioWordVec word embeddings, or custom ophthalmology-domain embeddings trained on either PubMed ophthalmology abstracts or ophthalmology clinical free text notes from the electronic health records (EHR). Ophthalmologist prediction performance is shown as a single point.