Chapter 536: Seizing the Trend of AI Diagnosis

Style: Science Author: Riding a pig to dig a holeWords: 4590Update Time: 24/01/12 20:04:28
Wei Kang was reading the clinical trial report of artificial blood vessels, feeling very happy, and the corners of his mouth were always raised.

Nothing made him happier than seeing his opponent make a mistake.

If it weren't for the fact that the market had a temporary gap due to the incomprehensible tricks of rival companies, Sanqing's artificial blood vessels would not have been able to seize the market so smoothly.

While he was secretly glad, he was also wary.

"It seems that after a company has been in business for a long time, it will rest on its laurels and keep making mistakes without making progress, thus giving opportunities to its opponents. Sanqing should learn from it and avoid making the same mistakes."

"However, it seems that Sanqing was established not long ago, oh, then it's okay."

In Wei Kang's heart, Sanqing began to transform from the moment he took the helm, and step by step it has reached what it is today.

So in fact, the history is not very long, only seven or eight years, and it is a very young emerging enterprise. The entire group is full of vigor and vitality, and it has not yet become an antique.

As for the decades in the hands of his parents, they belonged to the old Sanqing, which was completely different from the current Sanqing.

"That's almost it for the artificial blood vessel project. If nothing unexpected happens, clinical trials will be completed and launched this year."

"In addition, oral insulin, Xiaofu Ning, these new drug projects are basically in the third phase of clinical trials, and they are still some time away from being launched, but they can be completed this year, so there is no big problem."

What surprised Weikang was that the clinical progress of Xiaofuning overseas was much faster than that in China. It has passed the FDA review and will be launched overseas soon.

"Maybe it's because there are too many chemical leak accidents in Eagle Country. Nuclear wastewater is discharged into rivers, toxic trains are derailed, and chemical plant leaks happen every two days. It's too frequent, and it's on the news every day. It makes people think You can’t even ignore it.”

"In this way, it is natural that Xiaofu Ning should be launched as soon as possible. At least it can appease the people who protest every day and can't even get mineral water, so that they will not panic and cause big troubles."

Wei Kang couldn't help but smile knowingly when he thought of this. It seemed that the unique way to maintain stability in the Eagle Kingdom was inseparable from Xiao Fu Ning.

Fortunately, China has very strict control over this aspect. There have not been so many chemical leakage accidents. The impact of nuclear wastewater has been limited to marine aquatic products and has not affected the mainland. People can still live and work in peace and contentment as usual.

"Eagle Country is too troublesome. It is a fertile land, but so many accidents have happened. The chemical toxins released are teratogenic and carcinogenic. They will definitely have a serious impact on the local environment. They will settle in rivers. Lakes and other low-lying areas enter local water sources and are consumed by people and livestock and enter the body."

"This impact is very long-term and difficult to eliminate. It may not be visible in the short term, but if they continue like this, sooner or later that area will be seriously polluted, which is not conducive to human survival."

"Hey, the poor people of Eagle Country are too honest and responsible. If they experience the baptism of the red spirit, they will definitely have the courage to resist and fight for their own interests."

"The only thing I can do is provide treatment drugs at a discounted price and don't make too much money. I hope I can save more lives. I can't do anything else. They can only rely on themselves."

Thinking of this, he couldn't help but shake his head, feeling deeply sorry for the foreseeable future for the people of Eagle Country.

Wei Kang continued to check the status of other projects. When his eyes fell on the artificial heart project, his eyes suddenly froze.

"The progress of this project seems to be slower than I expected. Is it because the technology is too difficult?"

"Wang Dali is the person in charge of this project. His ability is not bad and he has recruited many related technical personnel. Logically speaking, this shouldn't be the case."

He looked through the project report again, this time very carefully. After reading it all, he finally understood the reason.

"The artificial heart is indeed more complicated than I imagined. Each structural part has its own technical difficulties. Even if you copy the technical data, it is still not easy to realize them one by one."

"The artificial heart is basically composed of four parts: blood pump, driving device, monitoring system, and energy source. The structure of each part is very complex."

"At present, artificial heart blood pumps use membrane-type structures and high-strength composite materials. This technology is relatively mature. Wang Dali and others have already mastered it."

"The heart valve is a one-way valve that controls the blood flow of the artificial heart. Its structure is closely related to the function of the artificial heart. We used a highly bionic valve. The material is biological protein molecules and the structure is very excellent."

"As for the driving device, it uses magnetic levitation hydraulics. It is a very cutting-edge technology and has been almost studied."

"The current progress is stuck in the third part, which is the artificial heart monitoring system. It monitors blood pump function, various indicators of the driving device, and changes in physiological parameters of blood circulation. This requires in-depth research on heart function. , don’t come in a hurry.”

"The energy structure is actually the simplest part, because there are ready-made wireless charging solutions, and this part has already yielded results."

Thanks to the help of the intelligent office system, Wang Dali's project reports are very detailed. Every week's progress is reported in detail, so it is easy to grasp the progress of the project.

After reading it, Wei Kang had a clear understanding of each node of the artificial heart project and was instantly relieved.

"Just wait patiently. Judging from the progress, there will probably be samples after the year."

****

Kunming City, Sanqing Headquarters.

Xiang Gaofei pursed his lips and stared unblinkingly at the projection screen in front of him, which displayed a concise dialog box.

On the left is the company’s autonomous AI diagnostic program, and on the right is the tester’s account.

Behind him were a dozen programmers wearing plaid shirts and disheveled hair, who were also looking at the screen nervously. The atmosphere in the entire office was a bit solemn.

Xiang Gaofei tugged at the collar of his shirt, exhaled a breath of thick air, and said, as if he had made up his final determination, "Let's start the test."

After saying this, he waved his hand vigorously and said with great emphasis: "Follow the plan, step by step."

At the workbench next to him, the tester nodded nervously, stretched the fingers of his hands, and quickly entered a line of text in the dialog box.

Test: "Can you see a doctor?"

AI: "Hello, yes, I can diagnose some simple basic diseases based on the patient's case, self-report, and test reports, and give professional treatment suggestions."

Test: "I seem to be sick and a little uncomfortable."

AI: "Excuse me, where do you feel uncomfortable?"

Test: "I feel dizzy, sneezing and runny, my nose is blocked, and my forehead feels warm to the touch."

AI: "These symptoms are very similar to a cold. I need more detailed physical health parameters. Are you wearing a health monitoring bracelet?"

Test: "I am wearing a Juwei electronic watch on my hand, which has a health monitoring function."

AI: "Please open the Longtu app and I will call your real-time health data to make a more correct diagnosis."

Test: "Okay." He lowered his head and opened the Longtu app on the electronic watch on his wrist.

AI: "Hello, through the sensor on the electronic watch, it is detected that your body temperature is 37.2, your breathing is somewhat rapid, your heartbeat and blood pressure are normal, and your body is in good health. Considering that the weather is cold now, the air conditioner is usually turned on indoors. Your symptoms of fever and dizziness may be caused by the room temperature being too high and lack of air circulation, while the stuffy nose and runny nose may be caused by allergies to dirty air."

Test: "Okay, I got it, thank you very much."

After typing this line, he turned to look at Xiang Gaofei, waiting for the next instruction.

Xiang Gaofei was silent for a moment, nodded slowly, and said, "No problem. I can identify false information and make correct judgments. At the same time, I can continue to infer based on the patient's oral description and draw a logical conclusion."

"Next we provide it with some patient cases and test reports to see how it diagnoses."

The test nodded and continued to ask: "I have been coughing badly, what should I do? Do I have pneumonia?"

AI: "Are you spitting? Is the sputum white or yellow?"

Test: "Yes, the spit is yellowish. Let me take a photo for you to see." He uploaded a photo of thick yellow phlegm.

AI: "From the photos, there seems to be signs of respiratory infection. It is recommended to do a blood test for further diagnosis."

Test: "I just had a blood test at the hospital." Another test report was passed up.

AI: "Judging from the blood test results, the total number of white blood cells and the percentage of neutrophils have increased. There are signs of infection, but it is not serious. Do you have cold or fever symptoms?"

Test: "Yes, I had a fever and runny nose two days ago, and then I took cold medicine. Now I no longer have a fever, my nose is fine, and I just have a cough."

AI: "Based on your symptoms and test results, the preliminary diagnosis is an upper respiratory tract infection caused by a cold. It is recommended to take antibiotics and some expectorant and cough medicines for treatment. However, I do not have the authority to prescribe medicine. I have searched for the nearest one to you. The hospital is Kunshi Traditional Chinese Medicine Hospital, please follow the navigation to go to the hospital for outpatient treatment."

Xiang Gaofei looked at this scene and nodded with satisfaction: "It looks good, continue to show it the information of other patients."

Next, AI was tested on the diagnosis of some common diseases, such as pneumonia, bronchial asthma, chronic gastritis, constipation, infectious diarrhea, enteritis, hypertension, coronary heart disease, diabetes, gout, acute nephritis, food poisoning, urethral stones, etc. .

Basically, AI can make a relatively accurate diagnosis when some symptoms are obvious and there are detailed test reports.

For some patients with vague symptoms or unable to provide corresponding test reports, AI will provide a detailed explanation, list the tests that need to be done, and require the patient to go to the hospital for treatment.

During the diagnosis process, AI can automatically mark lesions based on the patient's CT images and quickly make judgments. The reading time is shortened from 5-10 minutes to 30 seconds, and the error with the established diagnosis result is less than 1%.

In short, the capabilities of AI are astonishing. It can make rapid and accurate diagnoses for many simple and clear basic diseases and provide preliminary treatment plans. Only when facing some very vague and unclear difficult diseases can it Will be defeated.

Even in this case, AI can make inferences and give several possible diseases, and at the same time provide the nearest hospital navigation, the name of the most authoritative expert in treating the disease in this city and in the country, and even help the patient register online. Expert account to achieve the effect of one-stop service.

In addition to the diagnostic function, Xiang Gaofei also tested the condition management function of AI and received positive feedback.

After a diagnosis is made, AI can follow up on the subsequent treatment process and make corresponding adjustments at any time based on the real-time monitored physical status or the latest test report.

"Great, we finally have a test version that works well. Let's call it Sky Eye 1.0."

After three days of continuous testing, Xiang Gaofei confirmed the success of the AI ​​diagnostic model.

He was so excited that he jumped up from the ground, his eyebrows were raised high, his eyes were narrowed until only a slit was visible, and he almost danced in public in the office.

After calming down, he immediately took Tianyan 1.0 to report to Wei Kang.

"General Health Minister, this is basically it. We have tested the data of more than 300 patients and have obtained satisfactory results. The data of these patients are brand new and are not in the database. However, the diagnosis results obtained are consistent with the actual conditions of the patients. It’s a perfect fit.”

"This is enough to prove the success of Tianyan 1.0. Of course, the samples may be a little smaller. We hope to conduct internal testing as soon as possible to see how the experience is on real patients."

Xiang Gao Fei showed the test results excitedly, and at the end directly opened the dialog box to demonstrate the medical treatment process on the spot.

"Mr. Wei, I will demonstrate it to you now so that you can see the effect. You see, just like chatgpt, you can see a doctor just by asking questions."

Wei Kang perked up and looked at the computer screen with curiosity.

Xiang Gaofei entered a paragraph of text in the dialog box and read it out loud.

"I haven't been feeling well lately, can you help me take a look?"

AI: "Hello, of course. What's wrong with you?"

Xiang Gaofei started typing: "I've been feeling tight in my chest lately and have difficulty breathing. Is there something wrong with my heart?"

After that, he explained to Wei Kang: "Actually, I don't have these symptoms. This is just what I said casually."

AI: "I can't be sure from your description at the moment. More information is needed to make a diagnosis. Can you provide health monitoring data?"

Xiang Gaofei: "Okay, I'm wearing an electronic watch."

He opened the Longtu app, uploaded his real-time health parameters, and then winked and said: "Mr. Wei, next, the AI ​​should say that I am very healthy. Let's wait and see."

Sure enough, the AI ​​responded quickly: "Your body is very healthy. You may have symptoms of chest tightness and difficulty breathing. It may be caused by being in a closed space with poor air flow and long-term hypoxia. It is recommended to open it." Go out the window or get out of the house and get some fresh air.”

Xiang Gaofei: "Thank you. I opened the window and breathed fresh air for a few minutes. I feel much better."

AI: "I'm very glad that my advice is useful to you. I suggest you go out and walk for 5 minutes every hour you work to avoid having such symptoms again."

Xiang Gaofei did not type anymore, but looked at Wei Kang expectantly.

"Mr. Wei, what do you think of this Sky Eye 1.0 version?"

Wei Kang smiled and nodded, complimenting him greatly, which made Xiang Gaofei smile instantly.

"The effect is amazing. In principle, there is no problem with your request. However, before the internal test, I still need to experience the feeling of seeing a doctor myself."

"Okay, okay, no problem. If you have any ideas, you can always let me know for improvement." Xiang Gaofei nodded repeatedly.

After sending him to Gao Fei, Wei Kang looked at the computer screen with a meaningful smile on his face.

In his eyes, this AI diagnostic program is actually very crude. It only has a dialog page and requires communication through text. It is still far from the artificial intelligence he imagined.

However, Xiang Gaofei did not disappoint him. He improved the diagnostic algorithm, and with the support of a large amount of medical data, he was finally able to implement the function of seeing a doctor.

It was just very primitive and needed further upgrades to meet his expectations.

Fortunately, regarding artificial intelligence, he also has a more powerful assistant that can help him complete this upgrade.

Wei Kang looked at the dialog box, his eyes flashed with a strange light, and he called a name.

"Anmei, come out, it's time to show your real skills."

(End of chapter)