i have a wasteland world

Looking at Yang Mi who fell into silence, Chen Xiao said,
“Manual reading of films is too subjective and the information is not fully utilized, making misjudgments prone to occur during the judgment process. According to data from the Chinese Medical Association, approximately 5700 million people are misdiagnosed in domestic clinical medicine every year.”

Hearing this, Leng Ba felt a little unbelievable, "So high?"

Chen Xiao explained, “Because more than 90% of medical data comes from medical imaging, however, imaging diagnosis relies too much on people’s subjective consciousness, and misjudgments can easily occur.”

"Oh."

"Machines are different. It is almost impossible to make mistakes when reading films."

"why?"

Chen Xiao: "Because its database is large enough. Taking "Family Doctor" as an example, the database includes more than 300 medical journals, more than 3500 medical monographs, 2000 million pages of papers, and 100 billion images. For cancer The judgment reaches 99% accuracy.”

Just hearing this number, Lengba knew that this was something that would be difficult for a human being to achieve in a lifetime.

At this time, Yang Mi reacted and said, "I have heard before that AI can help doctors locate disease areas and reduce missed diagnosis and misdiagnosis by learning a large number of medical images. But I didn't expect that the technology is developing so rapidly. Our diagnosis just now , do you have 5 minutes?”

Chen Xiao looked at his phone: "It took 3 minutes and 54 seconds. Due to the limitations of the phone's hardware, the efficiency dropped a lot. The speed in the laboratory is 3 seconds."

"3 seconds?"

Chen Xiao: "Yes, the artificial intelligence developed by the company can read 3 medical monographs, 3469 papers, 248000 treatment options, 69 trial data, and 61540 clinical reports in 106000 seconds..."

"It's too exaggerated." Lengba couldn't help but click her tongue.

Yang Mi sighed, "In this way, wouldn't it be possible that in a very short period of time, artificial intelligence would transform into a medical expert by reading massive amounts of medical knowledge?"

"exactly."

Yang Mi: "The diagnosis efficiency is so fast, but what about the accuracy?"

Chen Xiao replied: "In tumor imaging, there are almost no misdiagnoses. Especially in the three aspects of lung nodule and lung cancer screening, breast cancer screening, and prostate cancer imaging diagnosis, the accuracy rate can reach 100%."

"what!"

Chen Xiao picked up the wine glass and clinked it with the two of them, "So, don't worry, the judgment given by the family doctor is still trustworthy."

Yang Mi drank it in one gulp, her pretty face flushed slightly, "I didn't expect that I could witness a miracle happen."

Chen Xiao told her that she was in a good mood and said with a smile, "Not only is a miracle happening, this is also the wave of the times."

Yang Mi's mood became even higher,

Maybe it’s because of the joy that fell from heaven,

The whole person became radiant,
Looking at Chen Xiao, his eyes were as charming as silk, "If you are lucky enough to witness history and participate in history, maybe it will be recorded in history books."

Chen Xiao noticed that besides being bright, her eyes also contained a hint of teasing, or a bit of teasing.

This kind of teasing is not offensive, she handles it very well,
If it weren't for Chen Xiao's keen sense, he wouldn't have been able to detect that subtle difference.

"There will be a chance."

Yang Mi smiled: "Then I will remember it. It is all up to you to make a name for yourself in the future."

"Haha, then I can't let you down."

……

Leng Ba saw that the two were flirting and quickly stepped on the brakes, "Brother Chen, why is there no publicity for the family doctor this time it goes on the market?"

Chen Xiao: "It is still in the internal testing stage. Some users have been invited to try it out. We will expand the scope after collecting enough feedback."

"It turns out that medical work does need to be rigorous and serious." Lengba flattered.Chen Xiao looked into her eyes and said, "Before this internal test, we also held a private competition, where machines and doctors faced off."

When the two women heard this, they were very interested and showed questioning expressions.

Upon seeing this, Chen Xiao further explained: "This competition is the first "double-blind trial" in the world in which AI doctors and human doctors face real patients at the same time. The competition lasted for 24 hours."

"Such a long time?"

Chen Xiao: "In order to be as real and effective as possible, more than 1000 test patients participated, covering the fields of gastroenterology, cardiology, geriatric respiratory medicine, orthopedics, urology, nephrology and other fields."

Yang Mi couldn't help but said, "How big is the scale?"

"The entire competition cost nearly [-] million."

The two women were shocked.

Although the entertainment industry is full of money and money, it is full of money spent.

But spending [-] million for a game is still very small.You must know that this is pure expenditure and there is no obvious benefit.

"Which doctors were involved?" Lengba deliberately opened up the topic and gave the man a chance to express himself.

Chen Xiao: "The doctor side is composed of 50 doctors from top tertiary hospitals in China, including Fuwai Hospital, China-Japan Friendship Hospital, Peking University People's Hospital, etc."

Yang Mi: "It is indeed the top competition. How exactly is the competition going?"

Although her illness was misdiagnosed, there is no denying the strength of these hospitals.

Chen Xiao: "The entire competition involves seven links - inquiry, diagnosis, treatment suggestions, prescribing auxiliary examination plans, analyzing examination results, providing credible explanations, and final treatment results."

Lengba asked: "Will the final score be based on the treatment effect?"

Chen Xiao shook his head: "All seven links must be scored, because many patients are still undergoing treatment, but to see the effect, it may take a long time to follow up."

Hearing this, Leng Ba blurted out, "In fact, we can use patients who have been treated before as competition objects..."

Chen Xiao: "That's not possible either. New patients were specially selected this time in order to maximize confrontation. If it were a previous case, it would be difficult to achieve the intended purpose."

Yang Mi asked the question she was most concerned about, "What about the result of the game?"

Chen Xiao was a little proud: "The machine finally achieved a comprehensive score of 9.8, which far exceeded that of human doctors, even to the point of crushing it."

"Ah?" The two women were very surprised.
Although it is speculated that the machine may win, it is a bit exaggerated to reach the level of crushing!

Even the top doctors from three hospitals couldn't beat the machine.

That is enough to show that the strength of AI doctors exceeds the level of most doctors in the country.

Lengba asked: "Then it can replace doctors?"

Chen Xiao: “We may replace doctors in the future, but currently our main goal is to provide auxiliary work and act as a junior assistant.”

Lengba was a little puzzled. What else could such a powerful family doctor help with?
But when Yang Mi saw the man's expression, she quickly figured it out.

Perhaps technically, it is not a problem for machines to replace doctors, but there are other difficulties besides technology.

The biggest obstacle may be restrictions in laws, regulations, ethics, etc.
Say nothing else.

If an AI doctor passes the exam, can he get a practicing qualification certificate?
How to hold accountable AI when it makes mistakes?
……

The solution to every problem is far-reaching.