Augmenting Clinician Insights with Machine Learning

Pre COVID-19, clinicians were already overwhelmed by the amount of health data that’s out there.  Now, with COVID-19 taking up even more of their headspace, the need for technology and machine learning to better augment the work a physician is doing has become more important.

In this panel hosted by Dell Technologies, we dive into how machine learning can augment clinician insights with the following people:

  • Corinne Stroum (@healthcora), Director of Product, Utilization & Cost at KenSci
  • Rasu B. Shrestha, MD, MBA (@RasuShrestha), Executive VP & Chief Strategy and Transformation Officer at Atrium Health
  • Ed Shaffer (@ewshaffer), Healthcare & Life Science Informatics Director at Dell Technologies
  • John Lynn (@techguy), Founder and Chief Editor at Healthcare IT Today

As this was recorded just as the COVID-19 pandemic was happening, we don’t talk much about the coronavirus, but it’s amazing how appropriate this topic is for the current environment.  Here’s a look at some of the questions we discuss on the panel:

  • We have been hearing about AI/Machine Learning forever, Why now? What’s changed?
  • Where and how does AI/Machine Learning slot into the current clinical workflows?
  • How does this AI/Machine learning impact communication with patients?
  • How do we ensure these technologies make the care experience more human and not less human?
  • What does it take to make AI/Machine Learning a reality for healthcare providers today?
  • How does AI overlap with healthcare IoT solutions? When does it become the “Artificial Intelligence of Things?”
  • What are we not doing today that is now possible and we should be doing? And why isn’t it happening?

If you want to better understand how machine learning can augment the work clinicians are doing, you’ll enjoy the video below.

Learn more about Dell Technologies at DellTechnologies.com/Healthcare

About the author

John Lynn

John Lynn

John Lynn is the Founder of HealthcareScene.com, a network of leading Healthcare IT resources. The flagship blog, Healthcare IT Today, contains over 13,000 articles with over half of the articles written by John. These EMR and Healthcare IT related articles have been viewed over 20 million times.

John manages Healthcare IT Central, the leading career Health IT job board. He also organizes the first of its kind conference and community focused on healthcare marketing, Healthcare and IT Marketing Conference, and a healthcare IT conference, EXPO.health, focused on practical healthcare IT innovation. John is an advisor to multiple healthcare IT companies. John is highly involved in social media, and in addition to his blogs can be found on Twitter: @techguy.

2 Comments

  • In reference to real time medication prescribing and relationship to what is available locally for the patient. I am dating myself but as a nursing student my pharmacology professor suggested in the future the physicians would inform the pharmacist of the patient’s symtems/diagnosis. This would assist the pharmacict to help prescribe the best opition to treat the system. Rational is that with the volume of meds available there is no way that the physician could stay on top of it.

  • Rose,
    It’s an interesting scenario. I wonder if it will become too complex for the pharmacist as well. This is particularly true with pharmacogenomics. Imagine if every medication and prescription was done specific to your genome and biome. That needs technology to augment the human.

    Someone once commented on this site that the body of medical knowledge is so complex that it’s impossible for a human to be able to process it all. The only question is when will we reach that point…or have we already reached that point?

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