Monday, March 30, 2020

AI image diagnosis is promised

Technology in medical science is very rapidly developing. Especially, AI solution is one of the most promised region.

Recently, some cases were reported in which an AI diagnosis was superior to doctor's. It is uncertain whether the machine will overwhelm human doctors completely. But, as far as limited to the issue of image diagnosis, we should properly rely on AI support.

Inverse: A NEW A.I. SYSTEM COULD MAKE SURE WE NEVER MISDIAGNOSE CANCER AGAIN

Because pattern recognition is a core element of image diagnosis. Radiologists are familiar to make a diagnosis with one snapshot. But they are not only trained to evaluate each image with a digital scale but also accustomed to distinguish some unnatural beings in a film. Their sense is similar to an instinct.

On the other hand, AI can learn something from massive number of films which were tagged as normal or abnormal. These tags are basically reliable because they had been investigated by physicians previously. Thus, AI can experience astronomical numbers of cases before facing a real patient.

Therefore, AI's sense is similar to those skilled radiologists have acquired. It does not matter whether it should be called a sense or not. It is certain that this learning process is quite rational.

Also in psychiatry, research for improving the quality of AI diagnosis is ongoing. But it will be much more tough, in my opinion. It is because each case are hardly tagged to "correct diagnosis."

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