Skip to content
  • About
  • Contact
  • Contribute
  • Book
  • Careers
  • Podcast
  • Recommended
  • Speaking
  • All
  • Physician
  • Practice
  • Policy
  • Finance
  • Conditions
  • .edu
  • Patient
  • Meds
  • Tech
  • Social
  • Video
    • All
    • Physician
    • Practice
    • Policy
    • Finance
    • Conditions
    • .edu
    • Patient
    • Meds
    • Tech
    • Social
    • Video
    • About
    • Contact
    • Contribute
    • Book
    • Careers
    • Podcast
    • Recommended
    • Speaking

Harnessing the power of code interpreters in health care: a look at ChatGPT’s new feature and HIPAA compliance

Harvey Castro, MD, MBA
Tech
July 31, 2023
Share
Tweet
Share

In the rapidly evolving health care landscape, artificial intelligence (AI) is making significant strides, transforming how we approach patient care, medical research, and health care operations. One such advancement is the introduction of code interpreters in AI systems, such as the one recently introduced in ChatGPT. This powerful feature opens up many possibilities, enabling health care professionals to leverage AI innovatively.

Creating GIFs for patient education

Medical professionals often use visual aids to explain complex health conditions to patients. With a code interpreter, health care professionals can create custom GIFs from static medical images, such as MRI scans or X-ray images. These GIFs can illustrate a patient’s condition or demonstrate the effects of treatment over time, enhancing patient understanding and engagement.

Data cleaning for efficient health care

Health care data, often unstructured and sourced from various platforms like electronic health records, wearable devices, and lab results, can be messy. A code interpreter can clean and standardize this data, making it easier to analyze and derive insights. This streamlined process can improve patient care and more efficient health care operations.

Downloadable analytics for informed decision making

Analytics plays a crucial role in health care, tracking disease trends, evaluating treatment effectiveness, and predicting patient outcomes. A code interpreter can generate visual analytics, such as bar graphs or line graphs, from health care data. These downloadable analytics can be shared with other health care professionals, aiding in informed decision-making and collaborative care.

Plotting mathematical functions for advanced health care analysis

Mathematical models are integral to understanding disease spread, predicting patient outcomes, and evaluating treatment effectiveness. A code interpreter can plot these mathematical functions, providing a visual representation that can be easier to understand and communicate. This feature is handy for epidemiologists, health care data analysts, and medical researchers.

Radar charts for comprehensive health comparisons

Radar charts provide an overhead view of a product or service, highlighting differences or outliers. In health care, these charts can be used to compare the health outcomes of different patient groups or to track a patient’s health metrics over time. For instance, a radar chart could compare the effectiveness of other treatment plans based on factors like symptom improvement, side effects, and patient satisfaction.

Code interpreters across health care categories

Code interpreters are not limited to these applications; they span across various categories within the health care sector:

ADVERTISEMENT

  • Web development: Enhancing patient portals and health information websites with dynamic web content.
  • Data science: Executing scripts for tasks like analyzing patient data and training machine learning models.
  • Education: Assisting in online platforms to help medical students learn and practice coding in the context of health care.
  • Software development: Automating tasks such as sorting patient records and sending appointment reminders.
  • Cybersecurity: Executing scripts for tasks like penetration testing of health care systems and vulnerability scanning of medical devices.

Ensuring data privacy and HIPAA compliance with ChatGPT

As we explore the potential of AI and code interpreters in health care, we must remember the importance of data privacy and compliance with regulations such as the Health Insurance Portability and Accountability Act (HIPAA). HIPAA sets the standard for protecting sensitive patient data, and any entity dealing with protected health information (PHI) must ensure that all the required physical, network, and process security measures are in place and followed.

When using AI tools like ChatGPT in health care, it’s crucial not to enter any data that could violate HIPAA regulations. HIPAA identifies 18 specific identifiers that must be treated with utmost care. If you’re planning to use patient data with ChatGPT, it’s essential to take measures to de-identify this data before input. One standard method is data scrubbing, also known as data cleansing. This process involves removing, modifying, or anonymizing personal identifiers to prevent the data from being traced back to an individual.

In conclusion, code interpreters are revolutionizing the way we approach health care. The new code interpreter feature in ChatGPT is a significant advancement, opening up many possibilities for health care professionals. As we continue to embrace AI in health care, every line of code brings us a step closer to a healthier future. Let’s continue to push the boundaries and revolutionize health care together while ensuring we uphold the highest standards of data privacy and security.

Harvey Castro is a physician, health care consultant, and serial entrepreneur with extensive experience in the health care industry. He can be reached on his website, harveycastromd.info, Twitter @HarveycastroMD, Facebook, Instagram, and YouTube. He is the author of Bing Copilot and Other LLM: Revolutionizing Healthcare With AI, Solving Infamous Cases with Artificial Intelligence, The AI-Driven Entrepreneur: Unlocking Entrepreneurial Success with Artificial Intelligence Strategies and Insights, ChatGPT and Healthcare: The Key To The New Future of Medicine, ChatGPT and Healthcare: Unlocking The Potential Of Patient Empowerment, Revolutionize Your Health and Fitness with ChatGPT’s Modern Weight Loss Hacks, and Success Reinvention.

Prev

Bitcoin investment for doctors: risks, rewards, and the necessity of diversification

July 31, 2023 Kevin 0
…
Next

Patients aging with HIV: What role can doctors play?

July 31, 2023 Kevin 0
…

Tagged as: Health IT

Post navigation

< Previous Post
Bitcoin investment for doctors: risks, rewards, and the necessity of diversification
Next Post >
Patients aging with HIV: What role can doctors play?

ADVERTISEMENT

More by Harvey Castro, MD, MBA

  • Why Grok 4 could be the next leap for HIPAA-compliant clinical AI

    Harvey Castro, MD, MBA
  • Generative AI 2025: a 20-minute cheat sheet for busy clinicians

    Harvey Castro, MD, MBA
  • AI and humanity in health care: Preserving what makes us human

    Harvey Castro, MD, MBA

Related Posts

  • How social media can help or hurt your health care career

    Health eCareers
  • Why the health care industry must prioritize health equity

    George T. Mathew, MD, MBA
  • Improve mental health by improving how we finance health care

    Steven Siegel, MD, PhD
  • Proactive care is the linchpin for saving America’s health care system

    Ronald A. Paulus, MD, MBA
  • Health care workers should not be targets

    Lori E. Johnson
  • To “fix” health care delivery, turn to a value-based health care system

    David Bernstein, MD, MBA

More in Tech

  • The future of clinical care: AI’s role in easing physician workload

    Michael Wakeman
  • Why Grok 4 could be the next leap for HIPAA-compliant clinical AI

    Harvey Castro, MD, MBA
  • AI is already replacing doctors—just not how you think

    Bhargav Raman, MD, MBA
  • A mind to guide the machine: Why physicians must help shape artificial intelligence in medicine

    Shanice Spence-Miller, MD
  • How digital tools are reshaping the doctor-patient relationship

    Vineet Vishwanath
  • The promise and perils of AI in health care: Why we need better testing standards

    Max Rollwage, PhD
  • Most Popular

  • Past Week

    • Who gets to be well in America: Immigrant health is on the line

      Joshua Vasquez, MD | Policy
    • Why specialist pain clinics and addiction treatment services require strong primary care

      Olumuyiwa Bamgbade, MD | Conditions
    • Harassment and overreach are driving physicians to quit

      Olumuyiwa Bamgbade, MD | Physician
    • Why peer support can save lives in high-pressure medical careers

      Maire Daugharty, MD | Conditions
    • When a medical office sublease turns into a legal nightmare

      Ralph Messo, DO | Physician
    • Addressing menstrual health inequities in adolescents

      Callia Georgoulis | Conditions
  • Past 6 Months

    • Forced voicemail and diagnosis codes are endangering patient access to medications

      Arthur Lazarus, MD, MBA | Meds
    • How President Biden’s cognitive health shapes political and legal trust

      Muhamad Aly Rifai, MD | Conditions
    • Why are medical students turning away from primary care? [PODCAST]

      The Podcast by KevinMD | Podcast
    • The One Big Beautiful Bill and the fragile heart of rural health care

      Holland Haynie, MD | Policy
    • Who gets to be well in America: Immigrant health is on the line

      Joshua Vasquez, MD | Policy
    • Why “do no harm” might be harming modern medicine

      Sabooh S. Mubbashar, MD | Physician
  • Recent Posts

    • The shocking risk every smart student faces when applying to medical school

      Curtis G. Graham, MD | Physician
    • Clinical ghosts and why they haunt our exam rooms

      Kara Wada, MD | Conditions
    • High blood pressure’s hidden impact on kidney health in older adults

      Edmond Kubi Appiah, MPH | Conditions
    • Deep transcranial magnetic stimulation for depression [PODCAST]

      The Podcast by KevinMD | Podcast
    • How declining MMR vaccination rates put future generations at risk

      Ambika Sharma, Onyi Oligbo, and Katrina Green, MD | Conditions
    • The physician who turned burnout into a mission for change

      Jessie Mahoney, MD | Physician

Subscribe to KevinMD and never miss a story!

Get free updates delivered free to your inbox.


Find jobs at
Careers by KevinMD.com

Search thousands of physician, PA, NP, and CRNA jobs now.

Learn more

Leave a Comment

Founded in 2004 by Kevin Pho, MD, KevinMD.com is the web’s leading platform where physicians, advanced practitioners, nurses, medical students, and patients share their insight and tell their stories.

Social

  • Like on Facebook
  • Follow on Twitter
  • Connect on Linkedin
  • Subscribe on Youtube
  • Instagram

ADVERTISEMENT

  • Most Popular

  • Past Week

    • Who gets to be well in America: Immigrant health is on the line

      Joshua Vasquez, MD | Policy
    • Why specialist pain clinics and addiction treatment services require strong primary care

      Olumuyiwa Bamgbade, MD | Conditions
    • Harassment and overreach are driving physicians to quit

      Olumuyiwa Bamgbade, MD | Physician
    • Why peer support can save lives in high-pressure medical careers

      Maire Daugharty, MD | Conditions
    • When a medical office sublease turns into a legal nightmare

      Ralph Messo, DO | Physician
    • Addressing menstrual health inequities in adolescents

      Callia Georgoulis | Conditions
  • Past 6 Months

    • Forced voicemail and diagnosis codes are endangering patient access to medications

      Arthur Lazarus, MD, MBA | Meds
    • How President Biden’s cognitive health shapes political and legal trust

      Muhamad Aly Rifai, MD | Conditions
    • Why are medical students turning away from primary care? [PODCAST]

      The Podcast by KevinMD | Podcast
    • The One Big Beautiful Bill and the fragile heart of rural health care

      Holland Haynie, MD | Policy
    • Who gets to be well in America: Immigrant health is on the line

      Joshua Vasquez, MD | Policy
    • Why “do no harm” might be harming modern medicine

      Sabooh S. Mubbashar, MD | Physician
  • Recent Posts

    • The shocking risk every smart student faces when applying to medical school

      Curtis G. Graham, MD | Physician
    • Clinical ghosts and why they haunt our exam rooms

      Kara Wada, MD | Conditions
    • High blood pressure’s hidden impact on kidney health in older adults

      Edmond Kubi Appiah, MPH | Conditions
    • Deep transcranial magnetic stimulation for depression [PODCAST]

      The Podcast by KevinMD | Podcast
    • How declining MMR vaccination rates put future generations at risk

      Ambika Sharma, Onyi Oligbo, and Katrina Green, MD | Conditions
    • The physician who turned burnout into a mission for change

      Jessie Mahoney, MD | Physician

MedPage Today Professional

An Everyday Health Property Medpage Today
  • Terms of Use | Disclaimer
  • Privacy Policy
  • DMCA Policy
All Content © KevinMD, LLC
Site by Outthink Group

Leave a Comment

Comments are moderated before they are published. Please read the comment policy.

Loading Comments...