Tag Archive for: #clinicaldecisionsupport

Digital Automation Platforms in Medicine

06/22/23 – Future Medicine – AI Hub – Digital Automation Platforms in Medicine

In this illuminating article written by Neri Cohen, MD PhD Chief Medical Informatics Officer at Bayesian Health, you’ll learn about the transformative impact of digital automation platforms on patient engagement and clinical outcomes.

Dr. Cohen dives into Bayesian Health’s groundbreaking AI platform, which empowers front-line clinicians by translating complex data sets into actionable insights. Developed in collaboration with Johns Hopkins, the platform has already demonstrated an 18.2% decrease in sepsis patient mortality rates and earned FDA designation as a Breakthrough Medical Device. With an adoption rate of 89% among clinicians, Bayesian’s platform is more than a technological marvel; it’s a tool clinicians trust to make data-backed decisions quickly. Dive deeper into the intersection of AI and healthcare, and explore how Bayesian Health is setting new industry standards for patient care.

LINKS

Read the Future Medicine AI Hub Article

Read more about Bayesian Health’s approach to Adaptive AI

*Adams, Henry, Saria et al. Nature Medicine, 2022;
*Henry, Adams, Saria et al., Nature Medicine, 2022

 

4 ways the health care system should shift its thinking on AI, according to experts

05/05/23 – Stat – 4 ways the health care system should shift its thinking on AI, according to experts

Artificial intelligence (AI) has been making waves in various industries, and healthcare is no exception. As the potential of AI continues to unfold, experts have gathered at the recent 2023 STAT Breakthrough Summit to discuss its transformative impact on the healthcare system. Prominent figures in AI/ML: Nigam Shah, Suchi Saria, and Connor Landgraf shared their invaluable insights, shedding light on the four crucial ways in which the healthcare industry should shift its thinking regarding AI.

Amidst the increasing adoption of AI technologies, even the renowned “Godfather of AI,” Geoffrey Hinton, expressed concerns about the overwhelming power wielded by this disruptive technology. Recent months have witnessed a frenzy of efforts to harness AI in diverse sectors, and healthcare has been at the forefront of these groundbreaking endeavors.

As the boundaries of what is possible continue to be pushed, it becomes imperative for healthcare professionals, policymakers, and stakeholders to reflect on the optimal utilization of AI. This article explores the key takeaways from the discussions at the STAT Breakthrough Summit, offering insights into how the healthcare system should approach AI with a renewed mindset.

Read more about the four fundamental shifts in thinking that experts suggest are necessary for AI to truly revolutionize healthcare. By embracing these transformative concepts, the healthcare industry has the potential to unlock unprecedented advancements and redefine the standards of patient care.

LINKS

Read the Stat article

Read more about Bayesian Health’s approach to Adaptive AI

*Adams, Henry, Saria et al. Nature Medicine, 2022;
*Henry, Adams, Saria et al., Nature Medicine, 2022

 

NCQA – Quality Talks 2023

05/02/23 – NCQA – Quality Talks 2023

WASHINGTON, DC

Suchi Saria, PhD gave an invited talk, entitled: Big Ideas about AI, Big Data and Big Systems 

 

HIMSS23 – Where AI in healthcare stands today

04/14/23 – HIMSS23 – Where AI in healthcare stands today

CHICAGO, IL

Bayesian Health CEO and founder Suchi Saria discusses her HIMSS23 panel that will discuss the state of AI quality and safety measurements and the importance of establishing responsible AI governance practices.

LINK TO VIDEO

Bayesian Health Awarded Forbes AI50 – AI Firms to Watch 2023

04/11/23 – Bayesian Health Awarded Forbes AI50 – AI Firms to Watch 2023

NEW YORK, NY

We are thrilled to announce Bayesian Health’s inclusion on the Forbes AI50 list for 2023. This recognition is a testament to our cutting-edge technology and innovative approach to clinical augmentation. Bayesian platform’s ability to provide clinicians with valuable insights in real-time has the potential to significantly improve patient outcomes and revolutionize the way healthcare is delivered.

Click the link below for more information on the Forbes AI50 list.

LINKS

Read the Announcement on Forbes’ website

Read more about Bayesian Health’s approach to Adaptive AI

Suchi Saria Awarded Honorable Mention for Health Tech Leader of the Year 2023

04/03/23 – Suchi Saria Awarded Honorable Mention for Health Tech Leader of the Year 2023

LONDON, UK

Exciting news! We are thrilled to announce that Suchi Saria, PhD has been awarded Honorable Mention for Health Tech Leader of the Year in the upcoming Health Tech World Awards 2023. What an honor to be recognized among such talented professionals.

Check out the link below for more information on the awards.

LINKS

Read the Announcement on Health Tech World’s Website

Read more about Bayesian Health’s approach to Adaptive AI

As AI promises to revolutionize medical note-taking, concerns mount about accuracy and harm

03/28/23 – Stat – As AI promises to revolutionize medical note-taking, concerns mount about accuracy and harm

Fantastic article from Stat, featuring Suchi Saria, PhD exploring the nuance of clinical AI, workflow orchestration, augmentation and other “sticky” issues swirling around artificial intelligence and machine learning.

LINKS

Read the Stat article

Read more about Bayesian Health’s approach to Adaptive AI

*Adams, Henry, Saria et al. Nature Medicine, 2022;
*Henry, Adams, Saria et al., Nature Medicine, 2022

Does Ethical AI Development Rely On The “Algorithmically” Underserved?

02/28/23 The Wall Street Journal –How Doctors Use AI to Help Diagnose Patients

Thrilled to see this thoughtful discussion in the The Wall Street Journal on the important work that Bayesian Health is doing with our incredible health system partners like LifeBridge Health.

Bayesian’s platform serves as a colleague / co-pilot for doctors and nurses. It empowers clinicians with real-time care signals to manage outcomes and cost while streamlining workflows to save time.

LifeBridge clinicians are forging the path forward for what great care looks like:

  • where we don’t miss any critical moments for patients,
  • where we can be proactive and not reactive about patient care, and
  • where we support clinicians with helpful tools to make their lives easier

We’ve already been able to see improvement in early recognition rates, reduction in treatment delays, significant reductions in length of stay, reduction in alarm fatigue and financial gain conservatively projected to the tune of ~$2Mi+ per 200 beds! And we’ve begun to expand in areas beyond sepsis!*

LINKS

Read the Wall Street Journal article

Read more about Bayesian Health’s approach to Adaptive AI

*Adams, Henry, Saria et al. Nature Medicine, 2022;
*Henry, Adams, Saria et al., Nature Medicine, 2022

Data and Trust: Digital Transformation – The Impact of Machine Learning in Healthcare

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1/03/23 – Duality – Data and Trust: Digital Transformation – The Impact of Machine Learning in Healthcare

An informative discussion between Prof. Shafi Goldwasser, Chief Scientist and Co-Founder of Duality and Suchi Saria, Founder of Bayesian Health focused on where digital transformation and healthcare meet, and how can it impact, improve, and lead to better outcomes?

Saria asks, can the public place their trust in advanced algorithms?

The answer is yes – but only after the public becomes more aware and educated about how models can read data objectively and help healthcare providers make critical decisions. The public should also be educated about how technology is extensively and rigorously validated to help blend human ingenuity with machine-driven decision making.

Once the digital transformation of healthcare is complete – and if done well – Saria hopes to see a significant reduction in mortality rates as well as in healthcare costs. And it’s within reach within as little as 10 years – driven by the innovative technology providers, with the deep expertise of statistics, machine learning and data privacy to optimize patient care.

LINKS

Read the Blog

Read more press here

2022 Year-End Review-AI: Artificial Intelligence Initiatives Accelerate in Healthcare

12/22/22 Healthcare Innovation – Year-End Review-AI: Artificial Intelligence Initiatives Accelerate in Healthcare

Amid the challenges of calendar year 2022, one of the bright spots was the acceleration in artificial intelligence-related activity—both clinical and non-clinical—in healthcare.

“Careful examination of the sepsis tool implementations have found that, when Suchi Saria’s team at Bayesian Health looked closely at the success levels of sepsis-alert algorithms, they found that the actual rates of improvement in intervention turned out to be far more modest than they appeared at first glance.

In fact, she said, ‘I’ve seen incorrect evaluation. People measured sepsis for mortality, then deployed the tool, then used billing code data, and evaluated. But it looks as though you’ve improved mortality, but there’s a dilution effect.’” In other words, it’s turning out that clinician and clinical informatics leaders must necessarily test out and recalibrate any algorithms developed elsewhere, in their own organizations, since, as Patterson told me, clinicians document inside their own organizations’ electronic health records in individual ways.

LINKS

Read the Healthcare Innovation article

Read more about Bayesian Health’s approach to Adaptive AI

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