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Doctors and nurses need to be replaced by computers and robots

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Re: Doctors and nurses need to be replaced by computers and robots

#11
post #8
post #2

No, they really don't. I'm married to a physician and I can tell you that Medicine is an incredibly nuanced profession, and though doctors and nurses can benefit greatly from computer assistance, they cannot be reliably and safely replaced by computer algorithms. The single data point of Watson diagnosing lung cancer is not enough to generalize over the entire profession and range of ailments. Medicine is a great dea…

The fact that the discipline is incredibly nuanced is precisely why I want computers doing the heavy lifting, at least when it comes to diagnosis. I find it extremely hard to believe that even the best doctors could come close to touching the accuracy of an expert system. Now, obviously there is still the necessity of a trained and skilled doctor. A doctor should always have the last decision (before the patient, tha…

I won't argue that machines can't do amazing things. Technology definitely has helped us to live longer and diagnose more accurately.

I don't have any source to backup my arguments and claims, but for many older medical practitioners, including my family (we have been a medical practitioner for several generations), we feel that the younger doctors lack of confident and knee knowledge because they rely on machines. I have a hard time to put my family's words into English because they are Chinese (they are Western medicine practitioner btw), but the basic idea is that they learn to use their fingers and their sensory inputs to gather empirical information about the patients. I won't say they can diagnose a tumor at a precise location or detect the type of cancer precisely, but experts can diagnose to a very good estimate. Back then they didn't have x-ray in every hospital. Only the major one has x-ray in China and my grandma and my father had to use their fingers to determine the location of the tumor, or the type of tumor. When my dad first saw the x-ray machine back in the 70s when he was still in China, it was amazing to him what he could do with him, but he said practical experiences and hands-on experience matter.

Ask how many new practitioners can do that with confident? I supposed few. Because most of them rely on machines.

What if machine is down? What if the machine is not capable of telling the truth? It has limitation.

I am arguing that machines can't help, but doctors should never rely on machine. They need to rely on their experience and knowledge and this is what distinguish an expert from an average practitioner.

To be honest, getting people x-ray all the time is largely because of suing medical mistreatment and then good part of just being efficient (or lazy if you want to be harsh). Hospitals are scared of getting sued so they'd put everyone through an x-ray machine.

Re: Doctors and nurses need to be replaced by computers and robots

#12
post #2

No, they really don't. I'm married to a physician and I can tell you that Medicine is an incredibly nuanced profession, and though doctors and nurses can benefit greatly from computer assistance, they cannot be reliably and safely replaced by computer algorithms. The single data point of Watson diagnosing lung cancer is not enough to generalize over the entire profession and range of ailments. Medicine is a great dea…

You may well be right, but nevertheless, where medical care can be automated, it should be. Because otherwise medical care never gets more affordable. The economy doubles in size, wages double in the general economy, and ... doctors wages double. As long as we consider medicine an elite profession (so that we don't train an overabundance of doctors and drive the wages down, which most of us wouldn't want to do) emplo…

> Because otherwise medical care never gets more affordable.

They can be affordable but the problem is largely because of the large number of law suits hospitals might have to face, and plus the cost of buying those technology. Then you go with drugs. Those are expensive. Regulations, license, those are costly too.

And salary too, very high. One might argue that doctors deserve to be paid more if they can do the job properly, saving people's life. I won't get into that, but unless you can cut drug $$ down, salary down and law suit down, or at least two of them, you won't get very far from affordable healthcare.

You might ask why isn't Chinese medicine expensive.

Re: Doctors and nurses need to be replaced by computers and robots

#13
Of course, they won't be replaced anytime soon, but will be augmented via technology, just like the rest of us. Hopefully sooner rather than later. Every field is disrupted by software in the same fashion: massive resistance where practitioners claim the human element is crucial, then of gradual swapping out of manual for automated where it helps, to in the long run largely automated.

I see a big parallel here with education: I am related to teachers and of course they will swear up and down that hand-crafted, personalized lesson plans are key, and teacher-student interaction invalidates the need entirely for automation. I'd imagine in the long run 80% of these "only humans can do it" tasks will be shown to be performed better by expert systems and data-driven algorithms.

Of course the catch is that nobody wants to be told that a large part of the skills they've developed over a lifetime have been made obsolete or relatively worthless through some code and electrons. Software engineers, and many engineering fields in general are used to the idea that every 5 or 10 years most practical knowledge is obsolete, that computers are relentlessly automating things done manually just a few years previous, and to not fight it but embrace it and try to leverage it. I don't think this is a common mentality for most professions. Even physicians for the most part, unless they work in an academic institution, let their reading fall by the wayside and develop habits and ritual around what they were doing when they finished residency.

Re: Doctors and nurses need to be replaced by computers and robots

#14
post #7

I hear people saying that medicine can't have doctors be replaced by computers and it's more of an art than a science. I'd like to get more information and see why they think that and if their reasons really hold up. It intuitively seems to me computers can do a better job. Here are a few reasons: 1) When you think about what a doctor does, they use a combination of their memory, experience, knowledge and judgment. 2…

I tend to agree about the accuracy of diagnoses when the data is good.

Here's the 'but':

I think my main reason for distrusting computer diagnosis is that computers are still pretty terrible at figuring out what we are telling them, and patients are also pretty terrible at describing what symptoms they're suffering from.

It's all very well to aim a camera at some sort of visible symptom, but what happens when there's nothing there to match against a library of exemplars?

(For comedic value, the data entry panel from the hospital in Idiocracy: https://s3.amazonaws.com/lardbiscuit/pix/idiothospital.jpg )

Re: Doctors and nurses need to be replaced by computers and robots

#15
post #8
post #2

No, they really don't. I'm married to a physician and I can tell you that Medicine is an incredibly nuanced profession, and though doctors and nurses can benefit greatly from computer assistance, they cannot be reliably and safely replaced by computer algorithms. The single data point of Watson diagnosing lung cancer is not enough to generalize over the entire profession and range of ailments. Medicine is a great dea…

The fact that the discipline is incredibly nuanced is precisely why I want computers doing the heavy lifting, at least when it comes to diagnosis. I find it extremely hard to believe that even the best doctors could come close to touching the accuracy of an expert system. Now, obviously there is still the necessity of a trained and skilled doctor. A doctor should always have the last decision (before the patient, tha…

I wish doctors would at least pretend that they're doing something that a walk-in x-Ray booth attached to a computer system couldn't do.

They are doing more, but won't always feel the need to show their working for minor illness. That doctor will probably have gone through a few checklists in their head, deciding whether this could be a serious illness, and clearly came to the conclusion it was not. Presumably they also asked you a few questions about the location and nature of the pain?

Also, doctors do use computers already, when they're not sure on symptoms, need to look things up, etc. They have the equivalent of expert systems at their fingertips for when that is necessary, but most of the time it won't be.

I find it extremely hard to believe that even the best doctors could come close to touching the accuracy of an expert system.

Accuracy is not what is required, given our extremely poor and fuzzy knowledge of the human body, diagnosis and treatment is more like a tradeoff between different possibilities based on partial symptoms (not all symptoms will be obvious or noticed by the patient), tests which are not always accurate and sometimes harmful, and treatments which are not always effective and have some bad side effects.

An expert system would help with none of the above.

Re: Doctors and nurses need to be replaced by computers and robots

#16
post #14
post #7

I hear people saying that medicine can't have doctors be replaced by computers and it's more of an art than a science. I'd like to get more information and see why they think that and if their reasons really hold up. It intuitively seems to me computers can do a better job. Here are a few reasons: 1) When you think about what a doctor does, they use a combination of their memory, experience, knowledge and judgment. 2…

I tend to agree about the accuracy of diagnoses when the data is good. Here's the 'but': I think my main reason for distrusting computer diagnosis is that computers are still pretty terrible at figuring out what we are telling them, and patients are also pretty terrible at describing what symptoms they're suffering from. It's all very well to aim a camera at some sort of visible symptom, but what happens when there's…

Of course we will still need a doctor to perform the tests. But they'll be relying much more on the apps to suggest to them what tests to perform next. The patients won't be telling the computer anything, esp the unconscious patients, and photos won't be analyzed by computers. Idiocracy was a cool movie :)

Re: Doctors and nurses need to be replaced by computers and robots

#19
I'd like to make two points.

Firstly, before anyone builds an AI that can look after people, maybe they can fix the software for looking at Xrays WHICH ALWAYS STOPS WORKING IN THE MIDDLE OF A BUSY CLINIC.

Secondly, I challenge someone here to put a number on how much it would cost to produce an AI that can operate robustly in a clinical environment. This includes the costs of developing such a thing, deploying it as well as testing it. Testing it would arguably be one of the most difficult and complex software testing problems ever. Now whatever that number may be, I hazard to guess that it's a lot. So what you are proposing is to spend a lot of money, so that we can practice medicine... slightly better... MAYBE slightly better.

The greatest improvements in healthcare come from the development of novel therapeutic technologies (antibiotics, vaccines, anaesthesia) or public health measures that change behaviour (sanitation, seat belts, quit smoking campaigns etc).

All of this frankly makes me sceptical of the wisdom of spending zillions on building medical AI, even if such a thing were possible.

Re: Doctors and nurses need to be replaced by computers and robots

#20
post #5
post #2

No, they really don't. I'm married to a physician and I can tell you that Medicine is an incredibly nuanced profession, and though doctors and nurses can benefit greatly from computer assistance, they cannot be reliably and safely replaced by computer algorithms. The single data point of Watson diagnosing lung cancer is not enough to generalize over the entire profession and range of ailments. Medicine is a great dea…

Whether evidence is easy or hard to gather is a red herring. Patients present a body of evidence. Small or large, that evidence is what doctors and machines both use to generate diagnoses. The places where machines have the potential to excel is situating the evidence within a broader universe of evidence. The human body is amazingly complex, and it's unfair to hold it against human doctors that they don't have the c…

>Whether evidence is easy or hard to gather is a red herring.

No it's not, it's incredibly relevant. How can you take an evidence-based approach to newborn and infant care when no studies have been done? How do you run studies ethically on infants who can't give consent? Are you willing to subject a baby to an untested delivery procedure, that could potentially go very very wrong, or would you rather stick with the devil you know?

>Patients present a body of evidence. Small or large, that evidence is what doctors and machines both use to generate diagnoses. The places where machines have the potential to excel is situating the evidence within a broader universe of evidence.

Such was my point; that a human doctor or nurse, supplemented with computer analysis, will inevitably be a better care provider than either human or computer alone.

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