The digital health space refers to the integration of technology and health care services to improve the overall quality of health care delivery. It encompasses a wide range of innovative and emerging technologies such as wearables, telehealth, artificial intelligence, mobile health, and electronic health records (EHRs). The digital health space offers numerous benefits such as improved patient outcomes, increased access to health care, reduced costs, and improved communication and collaboration between patients and health care providers. For example, patients can now monitor their vital signs such as blood pressure and glucose levels from home using wearable devices and share the data with their doctors in real-time. Telehealth technology allows patients to consult with their health care providers remotely without having to travel to the hospital, making health care more accessible, particularly in remote or rural areas. Artificial intelligence can be used to analyze vast amounts of patient data to identify patterns, predict outcomes, and provide personalized treatment recommendations. Overall, the digital health space is rapidly evolving, and the integration of technology in health

Wednesday, March 8, 2017

Hey, Machine Learning

Re-purposed from The Health Care Blog by LEONARD D’AVOLIO



I heard what Forbes said about your “setback” at MD Anderson.  I also heard rumors going around HIMSS that maybe it’s “too soon” for you to be in healthcare. At first I thought, “serves you right.” There was so much hype that I could barely recognize you.
Then I realized that, in a way, we’re all to blame. The journalists, vendors, researchers, and data scientists – all of us that tried to make you popular in healthcare. I guess things just sort of got out of hand.
You have to believe me when I say we meant well. We wanted people to see how special you really are. And the whole “30+ years of clinical research and thousands of published studies” wasn’t working. Apparently, evidence is only cool with your research buddies.


So you got a makeover. The cool kids in marketing gave you new nicknames. People started rumors about all these crazy things you were up to. Suddenly, after years of being invisible Machine Learning was the talk of the town. Did you hear, Machine Learning is now going by Artificial Intelligence!  Artificial Intelligence will cure cancer! I heard Big Data will replace doctors! Do you mean Machine Learning?  I don’t know but I heard Cognitive Computing just created the latest fashion craze!

There have also been other names assigned to you,  Semantic computing, Algorithms.

But that doesn’t change who you are and what you’re capable of. Yes, Queries and Dashboards are more popular. But you don’t get caught up constantly dwelling on the past like they do. And sure, Traditional Statistics have prestige. But we both know they can be a bit myopic at times. And Risk Scores…don’t even get me started on Risk Scores.
You are different.  And that’s a good thing.
I personally have seen you consider millions of different data points – even free text notes – to spot falls in hospitals, prevent admissions of elderly patients, and route people with serious mental illness to appropriate care sooner. You don’t need to be a doctor. Because you can make doctors better at doctoring.

So, WATSON what's in a name ? The truth is Watson is only a marketing term.  There is no Watson in a bunker air conditioned space, hardened to withstand any drug resistant germ, mutant virus (biological, that is.)

It’s time to lose the know-it-all, lone wolf facade. Admitting you need the help of your friends Design, Process, and Common Sense isn’t a bad thing. Telling people that you’re really math + computation won’t help you win “Most Popular” this year.  But wait till they see what you pull up in at the reunion. 

It's going to be okay...Just change your name, rebrand, and few will know the difference.  The truth is MD Anderson was too smart for your ways.



Repent !


1 comment:

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