User profiles for Vimig Socrates

Vimig Socrates

PhD Student, Yale University
Verified email at yale.edu
Cited by 998

[HTML][HTML] How Does ChatGPT Perform on the United States Medical Licensing Examination (USMLE)? The Implications of Large Language Models for Medical …

A Gilson, CW Safranek, T Huang, V Socrates… - JMIR Medical …, 2023 - mededu.jmir.org
Background: Chat Generative Pre-trained Transformer (ChatGPT) is a 175-billion-parameter
natural language processing model that can generate conversation-style responses to user …

How does ChatGPT perform on the medical licensing exams? The implications of large language models for medical education and knowledge assessment

A Gilson, C Safranek, T Huang, V Socrates, L Chi… - MedRxiv, 2022 - medrxiv.org
Background ChatGPT is a 175 billion parameter natural language processing model which
can generate conversation style responses to user input. Objective To evaluate the …

Predicting relations between SOAP note sections: The value of incorporating a clinical information model

V Socrates, A Gilson, K Lopez, L Chi, RA Taylor… - Journal of Biomedical …, 2023 - Elsevier
Physician progress notes are frequently organized into Subjective, Objective, Assessment,
and Plan (SOAP) sections. The Assessment section synthesizes information recorded in the …

Characterizing physician EHR use with vendor derived data: a feasibility study and cross-sectional analysis

ER Melnick, SY Ong, A Fong, V Socrates… - Journal of the …, 2021 - academic.oup.com
Objective To derive 7 proposed core electronic health record (EHR) use metrics across 2
healthcare systems with different EHR vendor product installations and examine factors …

Extraction of Diagnostic Reasoning Relations for Clinical Knowledge Graphs

V Socrates - Proceedings of the 60th Annual Meeting of the …, 2022 - aclanthology.org
Clinical knowledge graphs lack meaningful diagnostic relations (eg comorbidities, sign/symptoms),
limiting their ability to represent real-world diagnostic processes. Previous methods …

[PDF][PDF] Authors' Reply to: Variability in Large Language Models' Responses to Medical Licensing and Certification Examinations

A Gilson, CW Safranek, T Huang, V Socrates… - JMIR Med …, 2023 - mededu.jmir.org
• While search engines such as Bing (Microsoft Corp) and Google (Google LLC) have been
noted to implement geographic tuning when presenting their information retrieval results, …

[HTML][HTML] ProvCaRe semantic provenance knowledgebase: evaluating scientific reproducibility of research studies

…, M Kim, M Rueschman, V Socrates… - AMIA Annual …, 2017 - ncbi.nlm.nih.gov
Scientific reproducibility is critical for biomedical research as it enables us to advance science
by building on previous results, helps ensure the success of increasingly expensive drug …

Identifying Signs and Symptoms of Urinary Tract Infection from Emergency Department Clinical Notes Using Large Language Models

M Iscoe, V Socrates, A Gilson, L Chi, H Li, T Huang… - medRxiv, 2023 - medrxiv.org
Objectives: Symptom characterization is critical to urinary tract infection (UTI) diagnosis, but
identification of symptoms from the electronic health record (EHR) is challenging, limiting …

Towards transforming FDA adverse event narratives into actionable structured data for improved pharmacovigilance

S Wunnava, X Qin, T Kakar, V Socrates… - Proceedings of the …, 2017 - dl.acm.org
Adverse Drug Reactions (ADRs) are a major cause of morbidity and mortality worldwide,
making post-market surveillance of drugs vital for the protection of public health. The FDA …

Correction: How Does ChatGPT Perform on the United States Medical Licensing Examination (USMLE)? The Implications of Large Language Models for Medical …

A Gilson, CW Safranek, T Huang, V Socrates… - JMIR Medical …, 2024 - mededu.jmir.org
The correction will appear in the online version of the paper on the JMIR Publications website
on February 27, 2024 together with the publication of this correction notice. Because this …