Skip to main content

The Darkness of Big Data - IV Medicine



Big Data and Medicine

Even now servers and their machine learning algorithms are digesting as much medical data they can find.  They have now learned to diagnose medical problems at a truly professional level.  One problem confronting the medical community now is whether to accept such diagnoses as the diagnosis.  This is not a little problem. It is a problem with repercussions across all of medicine, from the school to the courtroom.  Let’s look at a few elementary considerations.

Tools will be put in the hands of the medical practitioner and physician's assistant. The patient may not even qualify to see a doctor until after this “procedure.”

The doctor contradicting the diagnosis is put at legal risk.  Medical research and new procedures will be undermined. On the other hand, if the doctor goes with machine learning, he/she has a legal defense built in. 

The medical schools will teach doctors to rely on the software.  This could undermine their diagnostic discipline, making them the tools of the software.  Sure, they will offer comfort and prescribe the recommend medicine. But their self-confidence will be undermined.  They will relax, losing basic sharpness with their fundamental skills.

The drug companies will become fierce competitors to make their new drugs acceptable for diagnostic recommendations. 

One consequence is that new innovations in medicine will be diminished.  Another is that such engines will strongly enhance the "abilities" poor doctors. (This is actually good.)  The poorest doctors will get better; the better doctors will get poorer, or at best extremely more cautious. 
 ---------------------------------
This is the fourth part of a series:
http://used-ideas.blogspot.com/2016/04/the-darkness-of-big-data.html
http://used-ideas.blogspot.com/2016/04/the-darkess-of-big-data-ii.html
http://used-ideas.blogspot.com/2016/04/the-darkness-of-big-data-iii.html 

Comments

Popular posts from this blog

Behavioral Science and Problem-Solving

I.                                       I.                 Introduction.                Concerning our general behavior, it’s high about time we all had some understanding of how we operate on ourselves, and it is just as important how we are operated on by others. This is the wheelhouse of behavioral sciences. It is a vast subject. It touches our lives constantly. It’s influence is pervasive and can be so subtle we never notice it. Behavioral sciences profoundly affect our ability and success at problem-solving, from the elementary level to highly complex wicked problems. This is discussed in Section IV. We begin with the basics of behavioral sciences, Section II, and then through the lens of multiple categories and examples, Section III. II.     ...

UNCERTAINTY IS CERTAIN

  Uncertainty is Certain G. Donald Allen 12/12/2024 1.       Introduction . This short essay is about uncertainty in people from both secular and nonsecular viewpoints. One point that will emerge is that randomly based uncertainty can be a driver for religious structure. Many groups facing uncertainty about their future are deeply religious or rely on faith as a source of comfort, resilience, and guidance. The intersection of uncertainty and religiosity often stems from the human need to find meaning, hope, and stability in the face of unpredictable or challenging circumstances. We first take up the connections of uncertainty to religion for the first real profession, farming, noting that hunting has many similar uncertainties. Below are groups that commonly lean on religious beliefs amidst uncertainty.   This short essay is a follow-up to a previous piece on certainty (https://used-ideas.blogspot.com/2024/12/certainty-is-also-emotion.html). U...

Robin Hood and Cliven Bundy

  Actor Herbert Mundin, playing Munch in the 1938 film The Adventures of Robin Hood (starring Errol Flynn) is charged by Prince John's troops of slaying a royal deer in the royal Sherwood forest.  The punishment is death.  Though the events of this film are a portrayal of events dating to the 15th century, they became by the 19th century a "robbing from the rich for the poor" theme so often depicted in other film genres. The William Tell legend is another. The plot is simple.  A poor man desperate to survive tastes the forbidden fruits owned by the authority, and is condemned. I would love to hear this event debated on the current TV news shows.  On the one hand, Munch would be a champion in service to his family.  On the other hand, his legal rights are restricted by legal authority. so, the argument would proceed.  Legal scholars cite statutes chapter and verse, while others would root for the common man.  Fast forward to 2014. Parallels ...