* . *
  • About
  • Advertise
  • Privacy & Policy
  • Contact
Wednesday, June 25, 2025
Earth-News
  • Home
  • Business
  • Entertainment
    George Lopez is coming to Spokane – KXLY.com

    George Lopez is coming to Spokane – KXLY.com

    Netflix unveils Dallas immersive venue for fans of hit shows like ‘Squid Game,’ ‘Stranger Things’ – Houston Chronicle

    Step Inside Netflix’s New Dallas Immersive Experience Featuring Hits Like ‘Squid Game’ and ‘Stranger Things

    ‘Puttin’ on the Ritz’: Civic Players bring ‘Young Frankenstein’ to life – Yahoo

    Civic Players Deliver a Hilarious and Unforgettable Performance of ‘Young Frankenstein

    ‘Wheel of Fortune’: Amputee Wins $60,000 After Breaking Incredible ‘Curse’ – Hastings Tribune

    Wheel of Fortune’ Amputee Breaks Incredible ‘Curse’ to Win $60,000!

    North Star Sports & Entertainment Network: Coming soon – KTTC News

    North Star Sports & Entertainment Network: Coming soon – KTTC News

    Safety concerns in Deep Ellum create apprehension as the entertainment district gains visitors – CBS News

    Safety Concerns Surge Amid Deep Ellum’s Booming Popularity and Growing Crowds

  • 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
    Frontdoor Announces Tech Expert Dr. Bala Ganesh as Chief Technology Officer – Business Wire

    Frontdoor Appoints Tech Visionary Dr. Bala Ganesh as New Chief Technology Officer

    Defense technology giant Northrop Grumman to host interviews in Iuka to fill technician roles – supertalk.fm

    Defense technology giant Northrop Grumman to host interviews in Iuka to fill technician roles – supertalk.fm

    China’s Military Introduces Mosquito-Sized Drones: A Game-Changing Surveillance Technology – Indian Defence Review

    China Unveils Mosquito-Sized Drones: Revolutionizing Surveillance Technology

    Marvell Technology Stock Rallies After AI Event Sparks Investor Optimism – Yahoo Finance

    Marvell Technology Stock Rallies After AI Event Sparks Investor Optimism – Yahoo Finance

    Promising Technology Stocks To Follow Today – June 22nd – MarketBeat

    Top Technology Stocks to Watch Today – June 22nd

    Technology Convergence Report 2025 – The World Economic Forum

    Technology Convergence Report 2025 – The World Economic Forum

    Trending Tags

    • Nintendo Switch
    • CES 2017
    • Playstation 4 Pro
    • Mark Zuckerberg
No Result
View All Result
  • Home
  • Business
  • Entertainment
    George Lopez is coming to Spokane – KXLY.com

    George Lopez is coming to Spokane – KXLY.com

    Netflix unveils Dallas immersive venue for fans of hit shows like ‘Squid Game,’ ‘Stranger Things’ – Houston Chronicle

    Step Inside Netflix’s New Dallas Immersive Experience Featuring Hits Like ‘Squid Game’ and ‘Stranger Things

    ‘Puttin’ on the Ritz’: Civic Players bring ‘Young Frankenstein’ to life – Yahoo

    Civic Players Deliver a Hilarious and Unforgettable Performance of ‘Young Frankenstein

    ‘Wheel of Fortune’: Amputee Wins $60,000 After Breaking Incredible ‘Curse’ – Hastings Tribune

    Wheel of Fortune’ Amputee Breaks Incredible ‘Curse’ to Win $60,000!

    North Star Sports & Entertainment Network: Coming soon – KTTC News

    North Star Sports & Entertainment Network: Coming soon – KTTC News

    Safety concerns in Deep Ellum create apprehension as the entertainment district gains visitors – CBS News

    Safety Concerns Surge Amid Deep Ellum’s Booming Popularity and Growing Crowds

  • 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
    Frontdoor Announces Tech Expert Dr. Bala Ganesh as Chief Technology Officer – Business Wire

    Frontdoor Appoints Tech Visionary Dr. Bala Ganesh as New Chief Technology Officer

    Defense technology giant Northrop Grumman to host interviews in Iuka to fill technician roles – supertalk.fm

    Defense technology giant Northrop Grumman to host interviews in Iuka to fill technician roles – supertalk.fm

    China’s Military Introduces Mosquito-Sized Drones: A Game-Changing Surveillance Technology – Indian Defence Review

    China Unveils Mosquito-Sized Drones: Revolutionizing Surveillance Technology

    Marvell Technology Stock Rallies After AI Event Sparks Investor Optimism – Yahoo Finance

    Marvell Technology Stock Rallies After AI Event Sparks Investor Optimism – Yahoo Finance

    Promising Technology Stocks To Follow Today – June 22nd – MarketBeat

    Top Technology Stocks to Watch Today – June 22nd

    Technology Convergence Report 2025 – The World Economic Forum

    Technology Convergence Report 2025 – The World Economic Forum

    Trending Tags

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

4 lessons healthcare can teach us about successful applications of AI

March 29, 2024
in Business
4 lessons healthcare can teach us about successful applications of AI
Share on FacebookShare on Twitter

From LLMs for clinical decision support, to best-in-class medical chatbots, healthcare is paving the way for applied generative AI.

There’s been no shortage of new tools, claims, and ideas about what generative AI can, cannot, and should not do over the past year. And despite the hype, there are only a handful of successful real-world enterprise projects applying the technology. The healthcare industry is the exception, with a breadth of generative AI use cases under its belt.

From using large language models (LLMs) for clinical decision support, patient journey trajectories, and efficient medical documentation, to enabling physicians to build best-in-class medical chatbots, healthcare is making major strides in getting generative AI into production and showing immediate value. So, what can other practitioners take from healthcare’s best practices and lessons learned in applied AI? 

Here are 4 lessons from applications of AI in healthcare.

Patient journey trajectories 

Many traditional LLMs only consider a patient’s diagnosis and age. But what if that was expanded to several multimodal records, such as demographics, clinical characteristics, vital signs, smoking status, past procedures, medications, and laboratory tests? By unifying these features, a far more comprehensive view of the patient is created, and thus, the potential for a more comprehensive treatment plan. 

Additional data can significantly improve model performance for various downstream tasks, like disease progression prediction and subtyping in different diseases. Given the additional features and interpretability, LLMs can then help physicians make more informed decisions about disease trajectories, diagnoses, and risk factors of various diseases. It’s easy to see how this approach could be applied to a customer journey for marketers, or risk assessment for insurance or financial companies—the potential is endless.

Improvements to medical chatbots  

Combining structured—electronic health records, prescriptions—and unstructured data—clinical notes, medical images, and PDFs—to create a complete view of a patient is critical. This data can then be used to provide a user-friendly interface, such as a chatbot to gather information about a patient or identify a cohort of patients who can be candidates for a clinical trial, population health, or research efforts. It sounds straightforward, but lest not forget privacy and data restrictions that make this challenging for healthcare and other high-compliance environments. 

In order to get the most out of a chatbot and meet regulatory requirements, healthcare users must find solutions that enable them to shift noisy clinical data to a natural language interface that can answer questions automatically. At scale, and with full privacy, to boot. Since this cannot be achieved by simply applying LLM or RAG LLM solutions, it starts with a healthcare-specific data pre-processing pipeline. Other high-compliance industries like law and finance can take a page from healthcare’s book by preparing their data privately, at scale, on commodity hardware, using other models to query it.

Democratizing generative AI 

AI is only as useful as the data scientists and IT professionals behind enterprise-grade use cases—until now. No-code solutions are emerging, specifically designed for the most common healthcare use cases. The most notable being, using LLMs to bootstrap task-specific models. Essentially, this enables domain experts to start with a set of prompts and provide feedback to improve accuracy beyond what prompt engineering can provide. The LLMs can then train small, fine-tuned models for that specific task. 

This approach gets AI into the hands of domain experts, results in higher-accuracy models than what LLMs can deliver on their own, and can be run cheaply at scale. This is particularly useful for high-compliance enterprises, given no data sharing is required and zero-shot prompts and LLMs can be deployed behind an organization’s firewall. A full range of security controls, including role-based access, data versioning, and full audit trails, can be built in, and make it simple for even novice AI users to keep track of changes, as well as continue to improve models over time. 

Addressing challenges and ethical considerations

Ensuring the reliability and explainability of AI-generated outputs is crucial to maintaining patient safety and trust in the healthcare system. Moreover, addressing inherent biases is essential for equitable access to AI-driven healthcare solutions for all patient populations. Collaborative efforts between clinicians, data scientists, ethicists, and regulatory bodies are necessary to establish guidelines for the responsible deployment of AI in healthcare and beyond.

It’s for these reasons The Coalition for Health AI (CHAI) was established. CHAI is a non-profit organization tasked with developing concrete guidelines and criteria for responsibly developing and deploying AI applications in healthcare. Working with the US government and healthcare community, CHAI creates a safe environment to deploy generative AI applications in healthcare, covering specific risks and best practices to consider when building products and systems that are fair, equitable, and unbiased. Groups like CHAI could be replicated in any industry to ensure the safe and effective use of AI. 

Healthcare is on the bleeding edge of generative AI, defined by a new era of precision medicine, personalized treatments, and improvements that will lead to better outcomes and quality of life. But this didn’t happen overnight; the integration of generative AI in healthcare has been done thoughtfully, addressing technical challenges, ethical considerations, and regulatory frameworks along the way. Other industries can learn a great deal from healthcare’s commitment to AI-driven innovations that benefit patients and society as a whole.

The above areas will be a focus of this year’s Healthcare NLP Summit, a free, virtual community event being held from April 2-3, highlighting real-world use cases of the technology.

SUBSCRIBE TO OUR NEWSLETTER

From our editors straight to your inbox

Get started by entering your email address below.

>>> Read full article>>>
Copyright for syndicated content belongs to the linked Source : CIO – https://www.cio.com/article/2075511/4-lessons-healthcare-can-teach-us-about-successful-applications-of-ai.html

Tags: businessHealthcareLessons
Previous Post

Swiss Federal Railways CIO relies more on AI than concrete

Next Post

10 fastest growing US tech hubs for IT talent

Frontdoor Announces Tech Expert Dr. Bala Ganesh as Chief Technology Officer – Business Wire

Frontdoor Appoints Tech Visionary Dr. Bala Ganesh as New Chief Technology Officer

June 25, 2025
City council approves Sports Illustrated Resort – WBRC 6 News

City Council Approves Exciting New Sports Illustrated Resort Project

June 25, 2025
MEPAG Search for Life – Science Analysis Group Science Community Virtual Workshops – astrobiology.com

MEPAG Search for Life – Science Analysis Group Science Community Virtual Workshops – astrobiology.com

June 25, 2025
Volusia County Marine Science Center reopens to the public – Spectrum News 13

Volusia County Marine Science Center Welcomes Visitors Once Again

June 25, 2025

Boss Lifestyle’ Ponzi Scheme Mastermind Admits Guilt in $23 Million Fraud Scandal

June 25, 2025
Exclusive | Stablecoin World Opens Up to Main Street Banks – WSJ

Exclusive | Stablecoin World Opens Up to Main Street Banks – WSJ

June 25, 2025
UK calls China a major challenge but an essential economic partner – AP News

UK Labels China a Major Challenge While Emphasizing Its Role as a Vital Economic Partner

June 25, 2025
George Lopez is coming to Spokane – KXLY.com

George Lopez is coming to Spokane – KXLY.com

June 25, 2025
Neera Tanden defends use of presidential autopen, denies covering up Biden’s health – WSYX

Neera Tanden Defends Use of Presidential Autopen, Rejects Claims of Concealing Biden’s Health Information

June 25, 2025
Blake Farenthold, 63, Congressman Who Quit in Harassment Case, Dies – The New York Times

Former Congressman Blake Farenthold, Who Resigned Amid Harassment Scandal, Dies at 63

June 25, 2025

Categories

Archives

June 2025
MTWTFSS
 1
2345678
9101112131415
16171819202122
23242526272829
30 
« May    
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 (698)
  • Economy (716)
  • Entertainment (21,612)
  • General (15,556)
  • Health (9,755)
  • Lifestyle (721)
  • News (22,149)
  • People (718)
  • Politics (723)
  • Science (15,934)
  • Sports (21,213)
  • Technology (15,702)
  • World (696)

Recent News

Frontdoor Announces Tech Expert Dr. Bala Ganesh as Chief Technology Officer – Business Wire

Frontdoor Appoints Tech Visionary Dr. Bala Ganesh as New Chief Technology Officer

June 25, 2025
City council approves Sports Illustrated Resort – WBRC 6 News

City Council Approves Exciting New Sports Illustrated Resort Project

June 25, 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