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Leveraging large language models for the deidentification and temporal normalization of sensitive health information in electronic health records

Leveraging large language models for the deidentification and temporal normalization of sensitive health information in electronic health records

August 13, 2025August 13, 2025
Hackers breach cancer screening data of almost 500,000 women

Hackers breach cancer screening data of almost 500,000 women

August 13, 2025August 13, 2025
Email Disclaimers in Healthcare: A Compliance Essential Hiding in Plain Sight

Email Disclaimers in Healthcare: A Compliance Essential Hiding in Plain Sight

August 13, 2025August 13, 2025
UnitedHealthcare to Cover Elucid’s PlaqueIQ CTA Plaque Analysis Starting 10/1

UnitedHealthcare to Cover Elucid’s PlaqueIQ CTA Plaque Analysis Starting 10/1

August 13, 2025August 13, 2025
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Tag: Healthcare LLMs

Artificial Neural Networks Transform Modern Healthcare

Artificial Neural Networks Transform Modern Healthcare

May 7, 2025DistilINFO Hospital IT

How ANNs Are Revolutionizing Medicine
Artificial Neural Networks (ANNs) have been quietly evolving since the 1950s, but their impact on healthcare has accelerated dramatically in recent years. Unlike modern Large Language Models (LLMs) like ChatGPT,…

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Hippocratic AI Secures $141M to Expand Healthcare LLMs

Hippocratic AI Secures $141M to Expand Healthcare LLMs

January 10, 2025January 11, 2025HIT Consultant

What You Should Know:

–  Hippocratic AI, the company that pioneered the first healthcare LLM for patient-facing non-diagnostic clinical tasks, today announced that the company completed its series B financing round only nine months after…

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It’s Time to Combat Medicare Advantage “Instafraud” | Healthcare IT Today

It’s Time to Combat Medicare Advantage “Instafraud” | Healthcare IT Today

October 23, 2024October 23, 2024Healthcare IT Today

The following is a guest article by David Lareau, CEO at Medicomp Systems
A couple of years ago, we predicted an impending “explosion” of Medicare Advantage (MA) fraud and penalties. That prediction has now become…

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The Evolution of LLMs in Healthcare

The Evolution of LLMs in Healthcare

July 2, 2024July 2, 2024HealthTech Magazine

LLMs, Data Privacy, Patient Safety and Hallucinations Earlier this year, the World Health Organization released guidelines for the ethical use of LLMs and other AI in healthcare. WHO recognized the potential for LLMs while highlighting…

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Bringing Contextualized Health Data into the Diagnostic and Treatment Process | Healthcare IT Today

Bringing Contextualized Health Data into the Diagnostic and Treatment Process | Healthcare IT Today

April 3, 2024April 3, 2024Healthcare IT Today

Healthcare has always relied on data.  What’s changed is the explosion of data in healthcare and the availability of this data to clinicians as well as a whole host of healthcare professionals.  Bringing context…

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Infinx Reduces Errors, Turnaround Time, and Staff Burdens for RCM | Healthcare IT Today

Infinx Reduces Errors, Turnaround Time, and Staff Burdens for RCM | Healthcare IT Today

March 27, 2024March 28, 2024Healthcare IT Today

Many factors make revenue cycle management (RCM) a big headache for U.S. health care providers. Aakarsh Sethi, Senior Product Manager at Infinx, lists the forms of “fragmentation” in payments: not just many different payers,…

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The Next Generation Of Medical AI: Exploring Safe and Accurate Innovation In Healthcare | Healthcare IT Today

The Next Generation Of Medical AI: Exploring Safe and Accurate Innovation In Healthcare | Healthcare IT Today

March 12, 2024March 13, 2024Healthcare IT Today

In recent years, natural language processing (NLP) has emerged as a promising tool, powering algorithms for decoding complex medical language. The technology enables users to extract information from patient records and rapidly assess disease…

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Generative AI in Your Desk Drawer: LLMs for Everyone | Healthcare IT Today

Generative AI in Your Desk Drawer: LLMs for Everyone | Healthcare IT Today

March 1, 2024March 2, 2024Healthcare IT Today

Very large health care systems and academic medical centers can employ programmers to create their own LLMs, according to David Kereiakes, managing partner at Windham Venture Partners. In addition to patient data, they ingest…

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Generative AI in Your Desk Drawer: How to Get There | Healthcare IT Today

Generative AI in Your Desk Drawer: How to Get There | Healthcare IT Today

February 29, 2024March 1, 2024Healthcare IT Today

Previous articles in this series have shown how generative AI can be used for administrative and back-office functions in health care. Now we’ll look at how models are trained for these specific purposes.
Training…

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Generative AI in Your Desk Drawer: A Wealth of Uses | Healthcare IT Today

Generative AI in Your Desk Drawer: A Wealth of Uses | Healthcare IT Today

February 28, 2024February 29, 2024Healthcare IT Today

Previous articles in this series introduced the role of generative AI in the healthcare back office and examined its use in billing and revenue management. We’ll cover a lot of other uses in this…

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The vaccine rollout process is a classic case study for successful projects requiring "people, process and technology." In this equation, the technology infrastructure of an electronic health record and network connectivity seem to be sufficient at most health systems and communities to support the cause. As a result, the most crucial elements to enable success is the project leadership and teamwork amongst all segments of the healthcare delivery system (people and process).

Michael Restuccia

Recent Posts

  • Leveraging large language models for the deidentification and temporal normalization of sensitive health information in electronic health records

    Leveraging large language models for the deidentification and temporal normalization of sensitive health information in electronic health records

    August 13, 2025August 13, 2025Comments Off on Leveraging large language models for the deidentification and temporal normalization of sensitive health information in electronic health records
  • Hackers breach cancer screening data of almost 500,000 women

    Hackers breach cancer screening data of almost 500,000 women

    August 13, 2025August 13, 2025Comments Off on Hackers breach cancer screening data of almost 500,000 women
  • Email Disclaimers in Healthcare: A Compliance Essential Hiding in Plain Sight

    Email Disclaimers in Healthcare: A Compliance Essential Hiding in Plain Sight

    August 13, 2025August 13, 2025Comments Off on Email Disclaimers in Healthcare: A Compliance Essential Hiding in Plain Sight
  • UnitedHealthcare to Cover Elucid’s PlaqueIQ CTA Plaque Analysis Starting 10/1

    UnitedHealthcare to Cover Elucid’s PlaqueIQ CTA Plaque Analysis Starting 10/1

    August 13, 2025August 13, 2025Comments Off on UnitedHealthcare to Cover Elucid’s PlaqueIQ CTA Plaque Analysis Starting 10/1
  • Talkspace and Express Access Partner to Optimize Mental Health Referrals

    Talkspace and Express Access Partner to Optimize Mental Health Referrals

    August 13, 2025August 13, 2025Comments Off on Talkspace and Express Access Partner to Optimize Mental Health Referrals
  • How HealthEx and TEFCA are Enabling a Secure “Apple Wallet” for Health Records

    How HealthEx and TEFCA are Enabling a Secure “Apple Wallet” for Health Records

    August 13, 2025August 13, 2025Comments Off on How HealthEx and TEFCA are Enabling a Secure “Apple Wallet” for Health Records
  • Systematic review on the technology’s role in supporting lung cancer patients in the treatment journey

    Systematic review on the technology’s role in supporting lung cancer patients in the treatment journey

    August 13, 2025August 13, 2025Comments Off on Systematic review on the technology’s role in supporting lung cancer patients in the treatment journey
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    News 8/13/25

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  • From Overwhelmed to Optimized: How AI Agents Address Staffing Challenges and Burnout in Healthcare

    From Overwhelmed to Optimized: How AI Agents Address Staffing Challenges and Burnout in Healthcare

    August 12, 2025August 13, 2025Comments Off on From Overwhelmed to Optimized: How AI Agents Address Staffing Challenges and Burnout in Healthcare

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