275 karma · joined April 9, 2018
Source: http://www.nj.com/news/index.ssf/2018/04/who_is_caren_turner...
I've found a quick workaround to simply let the machine cool down. Eg. When running Docker previously and when the machine got heated, I found keyboard problems keep cropping up consistently. Letting it cool for about 20 minutes with a laptop cooler seemed to help.
Currently, what happens is that if a diagnostic test comes back and it suggests something serious, say cancer, and the doctor does not pursue it, then the doctor would be liable if it did turn out to be cancer.
So if a machine disagreed with a doctor, then I would assume that the doctor will grudgingly have to investigate further until there is enough evidence to rule out that diagnosis.
#headache
What I can see happening is that patients will go to this machine for a second opinion. And if an opinion then returns that contradicts the primary physician, then an entire can of (legal) worms will be open.
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Addendum:
To elaborate further, there is sometimes what's called the benefit of history.
Say a patient visits 10 doctors. The 10th doctor has an unfair advantage to the first 9 simply because he/she will have the prior knowledge of which diagnoses and treatments were incorrect.
Similarly for an AI vs Human Doctor situation, the incorporation of additional information (for the AI) would require considerable amount of big data to train in order to be able to recognize prior history, failed treatments, and such.
For image specific diagnoses (eg. recognizing melanoma, retinopathy), these do lend themselves to AI very nicely. For other diagnoses that contain a significant amount of, shall we say, "human factors", then less so.
My only concern is that with any system, a major downside would be that human operators would place too much reliance on a system that works great most of the time, resulting in missing something that otherwise would have been caught. This happens every once in a while, such as with EKG machines spitting out a diagnosis based on electrical activity patterns.
It's depressing. Sometimes it's not the lack of mentorship but the lack of motivation on the part of the student. It's almost like someone stuffing a gold coin in one's pocket and that person refusing to take it because it's too far or he can't be bothered.
The underlying desire to do it, of course, is to give the programmer (the one who we're investing in to improve) a chance to improve. It feels, however, like a wasted effort.
In terms of finances, let's just say the year leading up to executing my plan, my family (wife and kids) trimmed down a lot on expenses. No more crazy vacations. We ate in a lot more. Psychologically, every one needs to be on the same page. It goes without saying, but a spouse that is supportive helps a lot.
Good luck.