• Our Partners
  • CarePolicy
  • HomeCareConsulting
  • Digit9X
  • Home
  • Assisted Living
  • Elderly
  • Home Care Agency
  • Home Care Worker
  • Home Nursing
Menu
  • Home
  • Assisted Living
  • Elderly
  • Home Care Agency
  • Home Care Worker
  • Home Nursing
Home » AI Regulation in the Healthcare Industry & the Potential of AI
Elderly

AI Regulation in the Healthcare Industry & the Potential of AI

adminBy adminOctober 8, 2024No Comments3 Mins Read
Facebook Twitter Pinterest Telegram LinkedIn Tumblr Email Reddit
Share
Facebook Twitter LinkedIn Pinterest Email Copy Link


Photo Credit: PhonlamaiPhoto

Collaborative healthcare industry regulation can unlock the potential of AI to greatly improve administrative and clinical aspects of the medical field.

Artificial intelligence (AI) is changing the world in every aspect from education to lifestyle management, and the healthcare industry is no exception. According to a New England Journal of Medicine (NEJM) AI study, the US Food and Drug Administration (FDA) has approved more than 500 medical AI devices, and the authors of a JAMA article note that medical AI experts foresee a new healthcare phase in which AI has advanced capabilities that can provide tremendous benefits for the medical community. For example, one article in the journal Nature mentions a new AI system that provides a sepsis warning. Another Nature article covers an AI cardiac function assessment tool that matches the findings of human imaging technicians.

According to the authors of a Production and Operation Management article, the healthcare industry can work to secure reliable AI models by promoting the four pillars of bringing AI into healthcare productivity: physician buy-in, patient acceptance, professional investment, and payer support. American Journal of Ophthalmology article notes, for instance, the importance of ensuring patient well-being and considering bioethical principles. If physicians and patients lack confidence both in a patient's health outcomes via AI and in how AI will navigate bioethics, doctors and patients would be unlikely to be pillars of support for AI models.

To begin with, medical AI regulation warrants having solid regulatory processes put in place. This would guide innovators and help to guarantee patient safety. In an effort to retool regulatory frameworks to accommodate new AI innovations, the FDA introduced the Software as a Medical Device pathway While the pathway is a step forward in successfully incorporating medical AI into the field, it is, nevertheless, restricted to software that either supports or replaces a doctor's fieldwork. In other words, the pathway does not contain software that performs other essential tasks like enhancing administrative support or serving as an electronic health record. If regulators chose to use a risk-based regulatory framework, then they would be able to distinguish between administrative-task tools (lower risk) and clinical-task tools (higher risk). This would provide regulators with the advantage of being able to take whatever resources they have and key-in on higher risk scenarios.

Based on an NEJM article, another crucial element to implementing cutting-edge AI technologies in the medical field is recognizing oversight within the healthcare industry. For example, the occurrence of dataset shift (when an AI system malfunctions because of data that it was developed on conflicting with newly encountered data) can lead to everything from small discrepancies to dire outcomes. One way to possibly address this issue is through health AI assurance labs, which are public-private partnerships created to ensure fair, safe, and effective employment of AI.

If members of the healthcare industry collaborate in their efforts to create safe and effective regulation, medical AI has the potential to significantly improve the administrative and clinical aspects of the medical field.



Source link

Share. Facebook Twitter Pinterest LinkedIn Tumblr Email
admin
  • Website

Related Posts

In an already unstable industry, US musicians struggle for healthcare

July 6, 2025

Sign up for healthcare heroes

July 5, 2025

AIA hosts Healthcare Finance Summit to promote intersectoral solutions for a sustainable future of healthcare in Hong Kong

July 4, 2025
Leave A Reply Cancel Reply

Top Posts

In an already unstable industry, US musicians struggle for healthcare

July 6, 2025

Understand Latin health at Adelantando Healthcare Conference

January 1, 1970

Seton Hall's new university university program explores women's healthcare for future health leaders

January 1, 1970

North Texas medical chain faces possible $300 million fine for 20,000 fake Medicare claims

January 28, 2003
Don't Miss

Interview: Unison’s departing nurse discusses pay, politics and progress

By adminJuly 5, 2025

The NHS has “taken its eye off the ball” when it comes to safe staffing,…

Community nurses ‘must be central’ in new neighbourhood health service

July 4, 2025

Nurses call for delivery plan to achieve NHS prevention agenda

July 4, 2025

what it means for digital transformation| Nursing Times

July 4, 2025

Subscribe to Updates

Subscribe to our newsletter and never miss our latest news

Subscribe my Newsletter for New Posts & tips Let's stay updated!

About Us
About Us

Welcome to HomeCareNews.us, your trusted source for comprehensive information on home healthcare services. Our mission is to empower individuals and families by providing accurate, up-to-date, and insightful information about essential home care services in USA.

Facebook X (Twitter) Pinterest YouTube WhatsApp
Our Picks

In an already unstable industry, US musicians struggle for healthcare

July 6, 2025

Sign up for healthcare heroes

July 5, 2025

Interview: Unison’s departing nurse discusses pay, politics and progress

July 5, 2025
Most Popular

In an already unstable industry, US musicians struggle for healthcare

July 6, 2025

Understand Latin health at Adelantando Healthcare Conference

January 1, 1970

Seton Hall's new university university program explores women's healthcare for future health leaders

January 1, 1970
  • Home
  • About Us
  • Advertise with Us
  • Contact us
  • DMCA Policy
  • Privacy Policy
  • Terms & Conditions
© 2025 HomecareNews.US

Type above and press Enter to search. Press Esc to cancel.