Journal of Medical Internet Research

Evaluation of Large Language Models for Structured Data Extraction From Interstitial Lung Disease Clinical Notes: Comparative Study

Large language models (LLMs) have the potential to significantly reduce this cost and effort. Objective: We aim to compare the performance of various LLMs for structured data extraction from ...
IEEE

Natural Language Interface for Queries on Databases with Sensitive Information

Abstract: The analysis of large datasets poses significant challenges for users unfamiliar with structured query languages such as SQL or Cypher. These users, often from fields like social sciences or ...
Journal of Medical Internet Research

Laypeople’s Use of and Attitudes Toward Large Language Models and Search Engines for Health Queries: Survey Study

Search engines transformed health information access, and LLMs offer a new avenue for answering laypeople’s questions. Objective: We aimed to compare the frequency of use and attitudes toward LLMs and ...
IEEE

Leveraging Large Language Model for Enhanced Text-to-SQL Parsing

Abstract: Text-to-SQL conversion, the process of generating SQL queries from natural language input, has gained significant attention due to its potential to simplify database interaction. Although ...