* . *
  • About
  • Advertise
  • Privacy & Policy
  • Contact
Monday, May 12, 2025
Earth-News
  • Home
  • Business
  • Entertainment
    John Legend Says He’s Shocked by Ye’s ‘Descent’ Into ‘Antisemitism’ and ‘Anti-Blackness’ – Yahoo

    John Legend Expresses Shock Over Ye’s Troubling Descent into Antisemitism and Anti-Blackness

    Free Flowin’ Fest brings entertainment to Pascagoula’s Beach Park – WLOX

    Experience the Excitement: Free Flowin’ Fest Lights Up Pascagoula’s Beach Park!

    ‘Experimental entertainment venue’ sets sights on Austin area – MySA

    ‘Experimental entertainment venue’ sets sights on Austin area – MySA

    Taylor Swift’s team calls subpoena in Blake Lively-Justin Baldoni case ‘tabloid clickbait’ – Yahoo

    Taylor Swift’s Team Slams Subpoena in Blake Lively-Justin Baldoni Case as ‘Tabloid Clickbait

    The Weeknd made the apocalypse sexy at his 2025 tour launch in Arizona – Yahoo

    The Weeknd Turns Up the Heat at His 2025 Tour Launch in Arizona!

    Flutter Entertainment eyes U.S. prediction markets amid growing interest – Sports Business Journal

    Flutter Entertainment Sets Its Sights on U.S. Prediction Markets as Interest Soars

  • 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
    Top Chief Technology Officers to Watch in 2025: SMX’s Anthony Vultaggio – WashingtonExec

    Top Chief Technology Officers to Watch in 2025: SMX’s Anthony Vultaggio – WashingtonExec

    Well completions per location more than double in Lower 48 states as technology advances – U.S. Energy Information Administration (EIA) (.gov)

    Revolutionizing Oil Production: Lower 48 States See Doubling of Well Completions Thanks to Technological Breakthroughs!

    Officials announce massive project that could reshape electric vehicle technology: ‘This is exactly the type of investment that will help us grow the economy’ – Yahoo Finance

    Game-Changer Ahead: Major Investment Set to Transform Electric Vehicle Technology and Boost the Economy!

    Federal agents raid Dymeng Technology Solutions in St. Augustine – Action News Jax

    Federal Agents Storm Dymeng Technology Solutions in St. Augustine: What You Need to Know

    SoundHound’s Amelia 7.0 Platform Delivers Agentic AI With Category Leading Voice Technology – Business Wire

    Unleashing the Future: SoundHound’s Amelia 7.0 Revolutionizes Voice Technology with Agentic AI

    Comings and goings: MPT hires VP of technology, NPR announces changes to Business Desk – Current – For people in public media

    Exciting Leadership Changes: MPT Welcomes New VP of Technology and NPR Revamps Business Desk!

    Trending Tags

    • Nintendo Switch
    • CES 2017
    • Playstation 4 Pro
    • Mark Zuckerberg
No Result
View All Result
  • Home
  • Business
  • Entertainment
    John Legend Says He’s Shocked by Ye’s ‘Descent’ Into ‘Antisemitism’ and ‘Anti-Blackness’ – Yahoo

    John Legend Expresses Shock Over Ye’s Troubling Descent into Antisemitism and Anti-Blackness

    Free Flowin’ Fest brings entertainment to Pascagoula’s Beach Park – WLOX

    Experience the Excitement: Free Flowin’ Fest Lights Up Pascagoula’s Beach Park!

    ‘Experimental entertainment venue’ sets sights on Austin area – MySA

    ‘Experimental entertainment venue’ sets sights on Austin area – MySA

    Taylor Swift’s team calls subpoena in Blake Lively-Justin Baldoni case ‘tabloid clickbait’ – Yahoo

    Taylor Swift’s Team Slams Subpoena in Blake Lively-Justin Baldoni Case as ‘Tabloid Clickbait

    The Weeknd made the apocalypse sexy at his 2025 tour launch in Arizona – Yahoo

    The Weeknd Turns Up the Heat at His 2025 Tour Launch in Arizona!

    Flutter Entertainment eyes U.S. prediction markets amid growing interest – Sports Business Journal

    Flutter Entertainment Sets Its Sights on U.S. Prediction Markets as Interest Soars

  • 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
    Top Chief Technology Officers to Watch in 2025: SMX’s Anthony Vultaggio – WashingtonExec

    Top Chief Technology Officers to Watch in 2025: SMX’s Anthony Vultaggio – WashingtonExec

    Well completions per location more than double in Lower 48 states as technology advances – U.S. Energy Information Administration (EIA) (.gov)

    Revolutionizing Oil Production: Lower 48 States See Doubling of Well Completions Thanks to Technological Breakthroughs!

    Officials announce massive project that could reshape electric vehicle technology: ‘This is exactly the type of investment that will help us grow the economy’ – Yahoo Finance

    Game-Changer Ahead: Major Investment Set to Transform Electric Vehicle Technology and Boost the Economy!

    Federal agents raid Dymeng Technology Solutions in St. Augustine – Action News Jax

    Federal Agents Storm Dymeng Technology Solutions in St. Augustine: What You Need to Know

    SoundHound’s Amelia 7.0 Platform Delivers Agentic AI With Category Leading Voice Technology – Business Wire

    Unleashing the Future: SoundHound’s Amelia 7.0 Revolutionizes Voice Technology with Agentic AI

    Comings and goings: MPT hires VP of technology, NPR announces changes to Business Desk – Current – For people in public media

    Exciting Leadership Changes: MPT Welcomes New VP of Technology and NPR Revamps Business Desk!

    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

AI can help doctors make better decisions and save lives

June 13, 2024
in Health
AI can help doctors make better decisions and save lives
Share on FacebookShare on Twitter

ICU

Credit: Unsplash/CC0 Public Domain

Deploying and evaluating a machine learning intervention to improve clinical care and patient outcomes is a key step in moving clinical deterioration models from byte to bedside, according to a June 13 editorial in Critical Care Medicine that comments on a Mount Sinai study published in the same issue.

The main study found that hospitalized patients were 43% more likely to have their care escalated and significantly less likely to die if their care team received AI-generated alerts signaling adverse changes in their health.

“We wanted to see if quick alerts made by AI and machine learning, trained on many different types of patient data, could help reduce both how often patients need intensive care and their chances of dying in the hospital,” says lead study author Matthew A. Levin, MD, Professor of Anesthesiology, Perioperative and Pain Medicine, and Genetics and Genomic Sciences, at Icahn Mount Sinai, and Director of Clinical Data Science at The Mount Sinai Hospital.

“Traditionally, we have relied on older manual methods such as the Modified Early Warning Score (MEWS) to predict clinical deterioration. However, our study shows automated machine learning algorithm scores that trigger evaluation by the provider can outperform these earlier methods in accurately predicting this decline. Importantly, it allows for earlier intervention, which could save more lives.”

The non-randomized, prospective study looked at 2,740 adult patients who were admitted to four medical-surgical units at The Mount Sinai Hospital in New York. The patients were split into two groups: one that received real-time alerts based on the predicted likelihood of deterioration, sent directly to their nurses and physicians or a “rapid response team” of intensive care physicians, and another group where alerts were created but not sent. In the units where the alerts were suppressed, patients who met standard deterioration criteria received urgent interventions from the rapid response team.

Additional findings in the intervention group demonstrated that patients were more likely to get medication to support the heart and circulation, indicating that doctors were taking early action; and were less likely to die within 30 days.

“Our research shows that real-time alerts using machine learning can substantially improve patient outcomes,” says senior study author David L. Reich, MD, President of The Mount Sinai Hospital and Mount Sinai Queens, the Horace W. Goldsmith Professor of Anesthesiology, and Professor of Artificial Intelligence and Human Health at Icahn Mount Sinai.

“These models are accurate and timely aids to clinical decision-making that help us bring the right team to the right patient at the right time. We think of these as ‘augmented intelligence’ tools that speed in-person clinical evaluations by our physicians and nurses and prompt the treatments that keep our patients safer. These are key steps toward the goal of becoming a learning health system.”

The study was terminated early due to the COVID-19 pandemic. The algorithm has been deployed on all stepdown units within The Mount Sinai Hospital, using a simplified workflow. A stepdown unit is a specialized area in the hospital where patients who are stable but still require close monitoring and care are placed. It’s a step between the intensive care unit (ICU) and a general hospital area, ensuring that patients receive the right level of attention as they recover.

A team of intensive care physicians visits the 15 patients with the highest prediction scores every day and makes treatment recommendations to the doctors and nurses caring for the patient. As the algorithm is continually retrained on larger numbers of patients over time, the assessments by intensive care physicians serve as the gold standard of correctness, and the algorithm becomes more accurate through reinforcement learning.

In addition to this clinical deterioration algorithm, the researchers have developed and deployed 15 additional AI-based clinical decision support tools throughout the Mount Sinai Health System.

The Mount Sinai paper is titled “Real-Time Machine Learning Alerts to Prevent Escalation of Care: A Nonrandomized Clustered Pragmatic Clinical Trial.” The remaining authors of the paper, all with Icahn Mount Sinai except where indicated, are Arash Kia, MD, MSc; Prem Timsina, Ph.D.; Fu-yuan Cheng, MS; Kim-Anh-Nhi Nguyen, MS; Roopa Kohli-Seth, MD; Hung-Mo Lin, ScD (Yale University); Yuxia Ouyang, Ph.D.; and Robert Freeman, RN, MSN, NE-BC.

More information:
Matthew A. Levin et al, Real-Time Machine Learning Alerts to Prevent Escalation of Care: A Nonrandomized Clustered Pragmatic Clinical Trial*, Critical Care Medicine (2024). DOI: 10.1097/CCM.0000000000006243

Gary E. Weissman, Moving From In Silico to In Clinico Evaluations of Machine Learning-Based Interventions in Critical Care*, Critical Care Medicine (2024). DOI: 10.1097/CCM.0000000000006277

Citation:
AI can help doctors make better decisions and save lives (2024, June 13)
retrieved 13 June 2024
from https://medicalxpress.com/news/2024-06-ai-doctors-decisions.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/2024-06-ai-doctors-decisions.html

Tags: decisionsDoctorshealth
Previous Post

Q&A: Researcher discusses what we need to worry about with avian flu, and what we don’t

Next Post

Exercise in natural settings may provide more benefits than indoor exercise

Chehalis Basin Long-Term Strategy – Department of Ecology – State of Washington (.gov)

Transforming the Chehalis Basin: A Vision for Sustainable Solutions

May 12, 2025
Eight students receive scholarships for excellence in sports science endowed in memory of Markvan Bellamy Brooks – Clemson News

Eight students receive scholarships for excellence in sports science endowed in memory of Markvan Bellamy Brooks – Clemson News

May 12, 2025
Simple life hack could see you live for three more years and it will cost you nothing – LADbible

Unlock the Secret to Living Three Extra Years for Free!

May 12, 2025
Canada claims inaugural World Relays mixed 4x100m crown in Guangzhou – worldathletics.org

Canada claims inaugural World Relays mixed 4x100m crown in Guangzhou – worldathletics.org

May 12, 2025
China, U.S. move to establish trade and economic consultation mechanism welcomed by analysts – Ecns.cn

Analysts Applaud New Trade and Economic Consultation Mechanism Between China and the U.S

May 12, 2025
New $38M retail-entertainment complex eyed for Henderson neighborhood – KSNV

Exciting $38M Retail-Entertainment Complex Set to Transform Henderson Neighborhood!

May 12, 2025
Abingdon man’s home garden an asset to health & community – WJHL

Transforming Health and Community: The Inspiring Home Garden of an Abingdon Resident

May 12, 2025
Trump announces he’ll sign executive order that aims to cut drug prices – CNN

Trump announces he’ll sign executive order that aims to cut drug prices – CNN

May 12, 2025
Top Chief Technology Officers to Watch in 2025: SMX’s Anthony Vultaggio – WashingtonExec

Top Chief Technology Officers to Watch in 2025: SMX’s Anthony Vultaggio – WashingtonExec

May 12, 2025
Pacers win to edge closer to Conference final – Yahoo Sports

Pacers Surge Forward: A Step Closer to the Conference Finals!

May 12, 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 (602)
  • Economy (614)
  • Entertainment (21,526)
  • General (15,213)
  • Health (9,656)
  • Lifestyle (619)
  • News (22,149)
  • People (616)
  • Politics (621)
  • Science (15,836)
  • Sports (21,123)
  • Technology (15,604)
  • World (604)

Recent News

Chehalis Basin Long-Term Strategy – Department of Ecology – State of Washington (.gov)

Transforming the Chehalis Basin: A Vision for Sustainable Solutions

May 12, 2025
Eight students receive scholarships for excellence in sports science endowed in memory of Markvan Bellamy Brooks – Clemson News

Eight students receive scholarships for excellence in sports science endowed in memory of Markvan Bellamy Brooks – Clemson News

May 12, 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