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

Data mining, artificial intelligence, and angels of death

Marilyn M. Singleton, MD, JD
Physician
December 24, 2019
Share
Tweet
Share

Google is universally well known as a search and advertising company. Now Google is tapping into the $3.5 trillion health care market. To compete with the Apple Watch, Google acquired Fitbit, the wearable exercise, heart rate and sleep tracking device.

Data is king.

Voluntarily worn fitness tracking devices are one thing, but Google has entered the realm of the brave new world. A government inquiry has brought to light Google’s “Nightingale Project” that collected private medical data from Ascension Health’s 2,600 sites of care across 20 states and D.C., unbeknownst to the patients. Dozens of Google employees had access to the data, which included lab results, physician diagnoses, hospitalization records and health histories, complete with patient names and dates of birth.

Google claims that the project complies with the Health Insurance Portability And Accountability Act (HIPAA) because it is a qualified business associate of Ascension Health. And unlike the ads for socks that appear on your computer a nanosecond after you purchased some tennis shoes, Google promises that the data won’t be combined with consumer data.

Fat chance.

Amazon, which already knows our every thought, was not satisfied with merely creating software that can read medical records. Now they’ve created Transcribe Medical, a system that transcribes confidential patient-doctor conversations and uploads them directly into the electronic health record. Doctors would relinquish all control over “private” patient records. Google also has been working on its own automatic speech recognition “digital scribe” to upload multiple speaker conversations.

Not only is there a problem with inaccuracies that could lead to a patient receiving the wrong treatment, but we all know the ubiquitous problem of hacking — even in the Department of Defense and the federal Office of Personnel Management.

Disturbingly, certain circles oohed and aahed over the revelation that Google, using electronic health records (EHR), created an artificial intelligence program that could predict death better than doctors.

Fortunately for humanity, many others found the thought of leaving doctors out of the equation horrifying. The cheerleaders crowed that it would decrease work for the doctors; they wouldn’t have to waste their time going through those pesky medical records to arrive at a conclusion. Using an artificial neural network to predict the death of a human being is a far cry from having a computer interpret an inanimate X-ray who is not a daughter, mother, sister, wife or grandmother.

If you put it all together, it adds up to a death panel of one. Google’s software would decide that there is not a high likelihood of walking out of the hospital, no treatment would be given. We are becoming witnesses to the devolution of humanity.

Moreover, the government is incentivizing workforce development in palliative care through the Palliative Care and Hospice Education and Training Act.

Perhaps this is why the hospice team seems to greet the patient at the hospital door. Of note, once a person has signed on to the Medicare hospice program, Medicare will not pay for any curative treatment or medications. Medicare will not pay for an emergency room visit unless the hospice team arranged it or someone decides it is not related to the hospice diagnosis.

The number of hospice agencies participating in the Medicare program nearly doubled between 2000 and 2016, for a total of some 4,382 providers. In 2000, about 30 percent of hospice agencies were for-profit, compared to about 67 percent in 2016. In that same period, Medicare payments grew from $3 billion to $16.8 billion.

Hospice care is lucrative.

The minimum Medicare payment is $196 per day regardless of the quantity or quality of services provided on that day. A July 2019 report from the Office of Inspector General for the Department of Health and Human Services found that more than 80 percent of end-of-life facilities in the United States had at least one deficiency and nearly 20 percent were poor performers with serious problems that jeopardized patient health and safety. It seems the compassionate medical service to care for suffering patients has turned into a heartless cash cow.

Is this what we want for our loved ones and eventually, ourselves?

ADVERTISEMENT

Medicare for all promises every type of medical care under the sun, including long-term care. Long-term care is expensive, and if done properly, labor-intensive. What better way to save money than to promote a computer program that convinces doctors that the patient is going to die no matter what they do?

So the hospital tells the family that treatment or home care will drain their finances. For what? I’ll tell you what. My parents died at home only after they were tired of doctors and ready to go. They strolled into heaven. They were not shoved in with a giant government backhoe.

Marilyn M. Singleton is an anesthesiologist.

Image credit: Shutterstock.com

Prev

Waking up to the sexual violence in America's psychiatric units

December 24, 2019 Kevin 1
…
Next

This doctor has no regrets to becoming a physician. Here are 3 reasons why.

December 24, 2019 Kevin 2
…

Tagged as: Hospital-Based Medicine, Palliative Care

Post navigation

< Previous Post
Waking up to the sexual violence in America's psychiatric units
Next Post >
This doctor has no regrets to becoming a physician. Here are 3 reasons why.

ADVERTISEMENT

More by Marilyn M. Singleton, MD, JD

  • Obesity is America’s self-inflicted preexisting condition

    Marilyn M. Singleton, MD, JD
  • Single payer is not a cure for a broken system

    Marilyn M. Singleton, MD, JD

Related Posts

  • Where’s the big COVID data?

    Anuradha Kolluru, MD and Rakesh Lattupalli, MD
  • My grandfather’s death: What I’ve learned about life

    Munera Ahmed
  • I challenge you to discuss death

    Emily S. Hagen, MD
  • Death and Dvořák

    Daniel Song, MD
  • Medical error is not the third leading cause of death

    Skeptical Scalpel, MD
  • The claims data dilemma: 4 things to consider

    Martin Lustick, MD

More in Physician

  • Why more doctors are choosing direct care over traditional health care

    Grace Torres-Hodges, DPM, MBA
  • How to handle chronically late patients in your medical practice

    Neil Baum, MD
  • How early meetings and after-hours events penalize physician-mothers

    Samira Jeimy, MD, PhD and Menaka Pai, MD
  • Why medicine must evolve to support modern physicians

    Ryan Nadelson, MD
  • Why listening to parents’ intuition can save lives in pediatric care

    Tokunbo Akande, MD, MPH
  • Finding balance and meaning in medical practice: a holistic approach to professional fulfillment

    Dr. Saad S. Alshohaib
  • Most Popular

  • Past Week

    • 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
    • The One Big Beautiful Bill and the fragile heart of rural health care

      Holland Haynie, MD | Policy
    • America’s ER crisis: Why the system is collapsing from within

      Kristen Cline, BSN, RN | Conditions
    • Why timing, not surgery, determines patient survival

      Michael Karch, MD | Conditions
    • How early meetings and after-hours events penalize physician-mothers

      Samira Jeimy, MD, PhD and Menaka Pai, MD | Physician
  • 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
    • Why “do no harm” might be harming modern medicine

      Sabooh S. Mubbashar, MD | Physician
    • The hidden health risks in the One Big Beautiful Bill Act

      Trevor Lyford, MPH | Policy
  • Recent Posts

    • Beyond burnout: Understanding the triangle of exhaustion [PODCAST]

      The Podcast by KevinMD | Podcast
    • Facing terminal cancer as a doctor and mother

      Kelly Curtin-Hallinan, DO | Conditions
    • Online eye exams spark legal battle over health care access

      Joshua Windham, JD and Daryl James | Policy
    • FDA delays could end vital treatment for rare disease patients

      G. van Londen, MD | Meds
    • Pharmacists are key to expanding Medicaid access to digital therapeutics

      Amanda Matter | Meds
    • Why ADHD in women requires a new approach [PODCAST]

      The Podcast by KevinMD | Podcast

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

View 1 Comments >

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

    • 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
    • The One Big Beautiful Bill and the fragile heart of rural health care

      Holland Haynie, MD | Policy
    • America’s ER crisis: Why the system is collapsing from within

      Kristen Cline, BSN, RN | Conditions
    • Why timing, not surgery, determines patient survival

      Michael Karch, MD | Conditions
    • How early meetings and after-hours events penalize physician-mothers

      Samira Jeimy, MD, PhD and Menaka Pai, MD | Physician
  • 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
    • Why “do no harm” might be harming modern medicine

      Sabooh S. Mubbashar, MD | Physician
    • The hidden health risks in the One Big Beautiful Bill Act

      Trevor Lyford, MPH | Policy
  • Recent Posts

    • Beyond burnout: Understanding the triangle of exhaustion [PODCAST]

      The Podcast by KevinMD | Podcast
    • Facing terminal cancer as a doctor and mother

      Kelly Curtin-Hallinan, DO | Conditions
    • Online eye exams spark legal battle over health care access

      Joshua Windham, JD and Daryl James | Policy
    • FDA delays could end vital treatment for rare disease patients

      G. van Londen, MD | Meds
    • Pharmacists are key to expanding Medicaid access to digital therapeutics

      Amanda Matter | Meds
    • Why ADHD in women requires a new approach [PODCAST]

      The Podcast by KevinMD | Podcast

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

Data mining, artificial intelligence, and angels of death
1 comments

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

Loading Comments...