* . *
  • About
  • Advertise
  • Privacy & Policy
  • Contact
Saturday, May 31, 2025
Earth-News
  • Home
  • Business
  • Entertainment
    Rachel Guttman Launches Entertainment Law Firm Gutt Law, PLLC [Exclusive] – MusicRow.com

    Rachel Guttman Unveils Exciting New Entertainment Law Firm: Gutt Law, PLLC!

    HYBE Cashes In: Offloads Final Stake in K-Pop Rival SM Entertainment for $177 Million!

    Allied Gaming & Entertainment Receives Expected Nasdaq Notice Regarding Delayed Quarterly Report – Business Wire

    Allied Gaming & Entertainment Faces Nasdaq Notice Over Delayed Quarterly Report

    Weekly Entertainment Report May 29-June 1: Where to find lively arts, music, and shows – Manchester Ink Link

    Weekly Entertainment Report May 29-June 1: Where to find lively arts, music, and shows – Manchester Ink Link

    Aziz Ansari made Keanu Reeves Indian food so he wouldn’t feel ‘freaked out’ directing him in Good Fortune (exclusive) – Entertainment Weekly

    Aziz Ansari Whips Up Indian Cuisine for Keanu Reeves to Ease Directing Jitters in Good Fortune

    Cassie Ventura welcomes third child – crossroadstoday.com

    Cassie Ventura Joyfully Welcomes Her Third Child!

  • General
  • Health
  • News

    Cracking the Code: Why China’s Economic Challenges Aren’t Shaking Markets, Unlike America’s” – Bloomberg

    Trump’s Narrow Window to Spread the Truth About Harris

    Trump’s Narrow Window to Spread the Truth About Harris

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Trending Tags

    • Trump Inauguration
    • United Stated
    • White House
    • Market Stories
    • Election Results
  • Science
  • Sports
  • Technology
    Stop the Machines: The Rise of Anti-Technology Extremism – International Centre for Counter-Terrorism – ICCT

    Unplugged: The Surge of Anti-Technology Extremism

    Finland to head EU’s quantum defense technology project – Latest news from Azerbaijan

    Finland Takes the Lead in Pioneering EU’s Quantum Defense Technology Initiative!

    i3D Robotics Unveils Breakthrough Glass Defect Detection Technology – USGlass Magazine

    Revolutionary Glass Defect Detection Technology Unveiled by i3D Robotics!

    4Liberty Announces Collaboration with Itron to Drive Innovation in Utility Technology Adoption and Optimization – FinancialContent

    4Liberty Partners with Itron to Revolutionize Utility Technology and Boost Innovation

    Q1 2025 Quantum Technology Investment: What’s Driving the Surge in Quantum Investment? – The Quantum Insider

    Unleashing the Future: Exploring the Surge in Quantum Technology Investments for Q1 2025

    MIT Team Releases Tempting Report on Electric Aircraft Technology – AVweb

    MIT Team Releases Tempting Report on Electric Aircraft Technology – AVweb

    Trending Tags

    • Nintendo Switch
    • CES 2017
    • Playstation 4 Pro
    • Mark Zuckerberg
No Result
View All Result
  • Home
  • Business
  • Entertainment
    Rachel Guttman Launches Entertainment Law Firm Gutt Law, PLLC [Exclusive] – MusicRow.com

    Rachel Guttman Unveils Exciting New Entertainment Law Firm: Gutt Law, PLLC!

    HYBE Cashes In: Offloads Final Stake in K-Pop Rival SM Entertainment for $177 Million!

    Allied Gaming & Entertainment Receives Expected Nasdaq Notice Regarding Delayed Quarterly Report – Business Wire

    Allied Gaming & Entertainment Faces Nasdaq Notice Over Delayed Quarterly Report

    Weekly Entertainment Report May 29-June 1: Where to find lively arts, music, and shows – Manchester Ink Link

    Weekly Entertainment Report May 29-June 1: Where to find lively arts, music, and shows – Manchester Ink Link

    Aziz Ansari made Keanu Reeves Indian food so he wouldn’t feel ‘freaked out’ directing him in Good Fortune (exclusive) – Entertainment Weekly

    Aziz Ansari Whips Up Indian Cuisine for Keanu Reeves to Ease Directing Jitters in Good Fortune

    Cassie Ventura welcomes third child – crossroadstoday.com

    Cassie Ventura Joyfully Welcomes Her Third Child!

  • General
  • Health
  • News

    Cracking the Code: Why China’s Economic Challenges Aren’t Shaking Markets, Unlike America’s” – Bloomberg

    Trump’s Narrow Window to Spread the Truth About Harris

    Trump’s Narrow Window to Spread the Truth About Harris

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Trending Tags

    • Trump Inauguration
    • United Stated
    • White House
    • Market Stories
    • Election Results
  • Science
  • Sports
  • Technology
    Stop the Machines: The Rise of Anti-Technology Extremism – International Centre for Counter-Terrorism – ICCT

    Unplugged: The Surge of Anti-Technology Extremism

    Finland to head EU’s quantum defense technology project – Latest news from Azerbaijan

    Finland Takes the Lead in Pioneering EU’s Quantum Defense Technology Initiative!

    i3D Robotics Unveils Breakthrough Glass Defect Detection Technology – USGlass Magazine

    Revolutionary Glass Defect Detection Technology Unveiled by i3D Robotics!

    4Liberty Announces Collaboration with Itron to Drive Innovation in Utility Technology Adoption and Optimization – FinancialContent

    4Liberty Partners with Itron to Revolutionize Utility Technology and Boost Innovation

    Q1 2025 Quantum Technology Investment: What’s Driving the Surge in Quantum Investment? – The Quantum Insider

    Unleashing the Future: Exploring the Surge in Quantum Technology Investments for Q1 2025

    MIT Team Releases Tempting Report on Electric Aircraft Technology – AVweb

    MIT Team Releases Tempting Report on Electric Aircraft Technology – AVweb

    Trending Tags

    • Nintendo Switch
    • CES 2017
    • Playstation 4 Pro
    • Mark Zuckerberg
No Result
View All Result
Earth-News
No Result
View All Result
Home Health

Study shows ChatGPT can accurately analyze medical charts for clinical research, other applications

May 13, 2024
in Health
Study shows ChatGPT can accurately analyze medical charts for clinical research, other applications
Share on FacebookShare on Twitter

ChatGPT can accurately analyze medical charts for clinical research, other applications

An overview of the process and framework of using ChatGPT for structured data extraction from pathology reports. a Illustration of the use of OpenAI API for batch queries of ChatGPT service, applied to a substantial volume of clinical notes—pathology reports in our study. b A general framework for integrating ChatGPT into real-world applications. Credit: npj Digital Medicine (2024). DOI: 10.1038/s41746-024-01079-8

ChatGPT, the artificial intelligence (AI) chatbot designed to assist with language-based tasks, can effectively extract data for research purposes from physicians’ clinical notes, UT Southwestern Medical Center researchers report in a new study.

Their findings, published in npj Digital Medicine, could significantly accelerate clinical research and lead to new innovations in computerized clinical decision-making aids.

“By transforming oceans of free-text health care data into structured knowledge, this work paves the way for leveraging artificial intelligence to derive insights, improve clinical decision-making, and ultimately enhance patient outcomes,” said study leader Yang Xie, Ph.D., Professor in the Peter O’Donnell Jr. School of Public Health and the Lyda Hill Department of Bioinformatics at UT Southwestern.

Dr. Xie is also Associate Dean of Data Sciences at UT Southwestern Medical School, Director of the Quantitative Biomedical Research Center, and a member of the Harold C. Simmons Comprehensive Cancer Center.

Much of the research in the Xie Lab focuses on developing and using data science and AI tools to improve biomedical research and health care. She and her colleagues wondered whether ChatGPT might speed the process of analyzing clinical notes—the memos physicians write to document patients’ visits, diagnoses, and statuses as part of their medical record—to find relevant data for clinical research and other uses.

Clinical notes are a treasure trove of information, Dr. Xie explained; however, because they are written in free text, extracting structured data typically involves having a trained medical professional read and annotate them. This process requires a huge investment of time and often resources—and can also introduce human bias.

Existing programs that use natural language processing require extensive human annotation and model training. As a result, clinical notes are largely underused for research purposes.

To determine whether ChatGPT could convert clinical notes to structured data, Dr. Xie and her colleagues had it analyze more than 700 sets of pathology notes for lung cancer patients to find the major features of primary tumors, whether lymph nodes were involved, and the cancer stage and subtype.

Overall, Dr. Xie said, the average accuracy of ChatGPT to make these determinations was 89%, based on reviews by human readers.

Their analysis took several weeks of full-time work compared with the few days it took to fine-tune data extraction from the ChatGPT model. This accuracy was significantly better than other traditional natural language processing methods tested for this use.

To test whether this approach is applicable to other diseases, Dr. Xie and her colleagues used ChatGPT to extract information about cancer grade and margin status from 191 clinical notes on patients from Children’s Health with osteosarcoma, the most common type of bone cancer in children and adolescents. Here, ChatGPT returned information with nearly 99% accuracy on grade and 100% accuracy on margin status.

Dr. Xie noted that the results were strongly influenced by what prompts ChatGPT was given to perform each task—a phenomenon called prompt engineering. Providing multiple options to choose from, giving examples of appropriate responses, and directing ChatGPT to rely on evidence to draw conclusions improved its performance.

She added that using ChatGPT or other large language models to extract structured data from clinical notes could not only speed clinical research but also help clinical trial enrollment by matching patients’ information to clinical trial protocols. However, she said, ChatGPT won’t replace the need for human physicians.

“Even though this technology is an extremely promising way to save time and effort, we should always use it with caution. Rigorous and continuous evaluation is very important,” Dr. Xie said.

More information:
Jingwei Huang et al, A critical assessment of using ChatGPT for extracting structured data from clinical notes, npj Digital Medicine (2024). DOI: 10.1038/s41746-024-01079-8

Citation:
Study shows ChatGPT can accurately analyze medical charts for clinical research, other applications (2024, May 13)
retrieved 13 May 2024
from https://medicalxpress.com/news/2024-05-chatgpt-accurately-medical-clinical-applications.html

This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no
part may be reproduced without the written permission. The content is provided for information purposes only.

>>> Read full article>>>
Copyright for syndicated content belongs to the linked Source : Medical Xpress – https://medicalxpress.com/news/2024-05-chatgpt-accurately-medical-clinical-applications.html

Tags: healthshowsstudy
Previous Post

Evidence of a travel direction signal that is independent from head direction in humans

Next Post

What makes a memory? It may be related to how hard your brain had to work

Revolutionary Approach to Assessing the Ecological Impact of Offshore Activities

May 31, 2025
OpenAI’s ‘smartest’ AI model was explicitly told to shut down — and it refused – Live Science

OpenAI’s ‘Smartest’ AI Model Defies Shutdown Command!

May 31, 2025
Alarmed by Trump Cuts, Scientists Are Talking Science. For 100 Hours. – The New York Times

Scientists Unite for 100 Hours of Dialogue in Response to Trump’s Budget Cuts

May 31, 2025
The big ‘Cheese’: Apple TV+ series delivers a surrealist family comedy – Albuquerque Journal

The big ‘Cheese’: Apple TV+ series delivers a surrealist family comedy – Albuquerque Journal

May 31, 2025
International Research Team Builds World’s Most Efficient Organic Solar Cell – SciTechDaily

Revolutionary Breakthrough: Scientists Create the Most Efficient Organic Solar Cell Yet!

May 31, 2025
JPMorgan’s Dimon discusses dangers from ‘tectonic shifts’ in geopolitics, the global economy (JPM:NYSE) – Seeking Alpha

Dimon Warns of Geopolitical ‘Tectonic Shifts’ Impacting the Global Economy

May 31, 2025
Khruangbin takes Boise on a hypnotic journey – Idaho Press

Khruangbin Transports Boise into a Mesmerizing Musical Odyssey

May 31, 2025
VSee Health, Inc. Receives Nasdaq Notice on Delayed Form 10-Q Filing – Business Wire

VSee Health Faces Nasdaq Notice Over Delayed 10-Q Filing: What It Means for the Future

May 31, 2025
A 30 Year Dungeons and Dragons Game Gets Upended By Politics – StoryCorps

How Politics Turned a 30-Year Dungeons and Dragons Campaign Upside Down

May 31, 2025
Stop the Machines: The Rise of Anti-Technology Extremism – International Centre for Counter-Terrorism – ICCT

Unplugged: The Surge of Anti-Technology Extremism

May 31, 2025

Categories

Archives

May 2025
MTWTFSS
 1234
567891011
12131415161718
19202122232425
262728293031 
« Apr    
Earth-News.info

The Earth News is an independent English-language daily published Website from all around the World News

Browse by Category

  • Business (20,132)
  • Ecology (653)
  • Economy (667)
  • Entertainment (21,573)
  • General (15,251)
  • Health (9,709)
  • Lifestyle (669)
  • News (22,149)
  • People (669)
  • Politics (675)
  • Science (15,889)
  • Sports (21,171)
  • Technology (15,654)
  • World (655)

Recent News

Revolutionary Approach to Assessing the Ecological Impact of Offshore Activities

May 31, 2025
OpenAI’s ‘smartest’ AI model was explicitly told to shut down — and it refused – Live Science

OpenAI’s ‘Smartest’ AI Model Defies Shutdown Command!

May 31, 2025
  • About
  • Advertise
  • Privacy & Policy
  • Contact

© 2023 earth-news.info

No Result
View All Result

© 2023 earth-news.info

No Result
View All Result

© 2023 earth-news.info

Go to mobile version