New meaning for NLP: the trials and tribulations of natural language processing with GPT-3 in ophthalmology

AI-facilitated health care requires education of clinicians

(2021) Pearse A Keane et al.   LANCET

Deep learning-based natural language processing in ophthalmology: applications, challenges and future directions

(2021) Lily Wei Yun Yang et al.   CURRENT OPINION IN OPHTHALMOLOGY

Development of a generalizable natural language processing pipeline to extract physician-reported pain from clinical reports: Generated using publicly-available datasets and tested on institutional clinical reports for cancer patients with bone metastases

(2021) Hossein Naseri et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Considering the possibilities and pitfalls of Generative Pre-trained Transformer 3 (GPT-3) in healthcare delivery

(2021) Diane M. Korngiebel et al.   npj Digital Medicine

Effectiveness of an ophthalmic hospital-based virtual service during COVID-19

(2020) Xiaohang Wu et al.   OPHTHALMOLOGY

Evaluation of an Algorithm for Identifying Ocular Conditions in Electronic Health Record Data

(2019) Joshua D. Stein et al.   JAMA Ophthalmology

Triaging ophthalmology outpatient referrals with machine learning: A pilot study

(2019) Yiran Tan et al.   CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY

Using natural language processing for identification of herpes zoster ophthalmicus cases to support population-based study

(2018) Chengyi Zheng et al.   CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY

Natural language processing to ascertain two key variables from operative reports in ophthalmology

(2017) Liyan Liu et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Semantics derived automatically from language corpora contain human-like biases

(2017) Aylin Caliskan et al.   SCIENCE

Predictive Modeling of Risk Factors and Complications of Cataract Surgery

(2016) Gregory L. Gaskin et al.   EUROPEAN JOURNAL OF OPHTHALMOLOGY

Importance of multi-modal approaches to effectively identify cataract cases from electronic health records

(2012) Peggy L Peissig et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Defining Racial and Ethnic Disparities in Pain Management

(2011) Jana M. Mossey   CLINICAL ORTHOPAEDICS AND RELATED RESEARCH

Individual Differences in the Subjective Experience of Pain: New Insights Into Mechanisms and Models

(2010) Robert C. Coghill   HEADACHE

Lower visual acuity predicts worse utility values among patients with type 2 diabetes

(2008) David H. Smith et al.   QUALITY OF LIFE RESEARCH