Automated Recognition of Visual Acuity Measurements in Ophthalmology Clinical Notes using Deep Learning

Author:

Bernstein Isaac A.ORCID,Koornwinder Abigail,Hwang Hannah,Wang Sophia Y.ORCID

Publisher

Elsevier BV

Subject

Ophthalmology

Reference21 articles.

1. Daiber HF, Gnugnoli DM. Visual Acuity. In: StatPearls.

2. Devlin J, Chang MW, Lee K, Toutanova K. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. Published online May 24, 2019. doi:10.48550/arXiv.1810.04805

3. BioBERT: a pre-trained biomedical language representation model for biomedical text mining;Lee;Bioinformatics,2020

4. Huang K, Altosaar J, Ranganath R. ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission. Published online November 28, 2020. doi:10.48550/arXiv.1904.05342

5. Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets;Peng;Published online June,2019

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