Doctor: I picked up attributes in the hospital

Chapter 265 Appreciation from Liugong

"Dr. Zhao, Liugong is a Ph.D. graduate from Massachusetts. I also worked hard to get Liugong to stay in the company."

Wang Yaoqing said proudly that although academic qualifications do not mean everything, MIT, as a world-renowned university, has a very high gold content for a Ph.D. He was able to invite a Ph.D. The positioning is still very high.

"Disrespectful disrespect."

Hearing what Wang Yaoqing said, Zhao Heng immediately looked at the Mediterranean engineer in front of him with admiration.

Let MIT's Ph.D. in computer science be the chief program development engineer, which also shows that Wang Yaoqing is far more visionary than he thought.

As far as domestic software development is concerned, the ecology has not always been very good. There are many software development companies whose main business is actually to develop software in pure English for use abroad. The reason for this is because domestic The software cracking team is really amazing.

However, for very professional software such as medical software, basically hospitals will not use cracked versions. After all, this software is used on patients, which is a matter of life and death. If cracked versions are used, many core data and Function is not there.

This is why Wang Yaoqing attaches so much importance to the cooperation with Zhao Heng.

"I don't know what kind of data collection framework Dr. Zhao uses?"

Liugong asked a very professional question. He wanted to know what level Zhao Heng was in programming, which would help him judge what level he should use in future cooperation with Zhao Heng and software development. Constant AC.

After all, as the boss Wang Yaoqing said before, Zhao Heng is just a doctor, and he is not professional in program and software development.

"Liugong, I use CNN feature collection."

Zhao Heng said that although his level of software development and programming is not as high as his medical level, after picking up the skills and experience of almost all medical device engineers in the hospital, after integration, his software development and The level of programming is no less than that of ordinary software engineers.

Among other things, finding a big factory to work for, as an ordinary programmer, Zhao Heng felt that there was nothing wrong with him.

"CNN feature collection uses convolution kernel, that is, Convolution kernel, which is suitable for neural networks with fully connected layers, and is not suitable for types like logistics. If it is image data extraction, radiomics image group can actually be used. Learn how to extract features."

Liugong thought for a while and said.

Hearing what Zhao Heng said, his eyes lit up immediately, and just hearing that, he knew that Zhao Heng knew how to do it.

And according to what Wang Yaoqing said before, Dr. Zhao's job is a very good doctor, which is very rare, and it's no wonder that the boss Wang Yaoqing made such a big profit and asked Zhao Heng to cooperate.

"Actually, if it is used clinically, I think it is possible to add the part of the artificial neural network, that is, to program the BP artificial neural network. In this way, part of the intelligent judgment can also be made."

After a pause, Liugong gave another very professional opinion.

"Well, actually, I also have this idea, but the artificial neural network is too difficult. At present, with my technical level, it is still difficult to write artificial neural networks."

Hearing Liugong's very professional opinion, Zhao Heng also felt that Liugong's level is really not good enough. If this artificial neural network is added to the software to be developed, it can diagnose some diseases, which will greatly improve the quality of life. The function and scope of application of the software have been expanded.

"Dr. Zhao is a professional doctor. It is already very remarkable to be able to have the current level of programming and self-study across disciplines."

To Zhao Heng, Liugong also praised him generously.

Medicine and computer programming, among all the disciplines of natural science, belong to the kind of disciplines that are not easy to get started, and even more difficult to master.

Zhao Heng was able to straddle the two disciplines of medicine and computer programming, and he was able to make achievements. He was still so young, which made Liugong, a well-informed graduate of MIT, be amazed.

Even at MIT, there are not many geniuses who can achieve success across medicine and computer programming.

Seeing Zhao Heng and Liu Gong chatting happily, Wang Yaoqing also had a smile on his face. The two of them will be the absolute main force of software development in the future, and both can be regarded as geniuses. there is none left.

"Actually, I have a better idea, but with the current level of technology, it is difficult to realize."

Zhao Heng thought for a while and said, the anesthesia assistant, in terms of software development, is actually not very difficult. The difficulty of this software development is that there must be people who are proficient in both medicine and software development to create various medicines and diseases. The data model, and then establish a database, you can analyze the patient's physical data in real time, and then get the results, give early warning and assist anesthesiologists to perform clinical anesthesia.

"Oh? Doctor Zhao has a better idea?"

Hearing Zhao Heng's words, Liu Gong couldn't help asking with some interest.

Even Wang Yaoqing looked very interested. He said that the development of the anesthesia assistant software would take at least half a year to achieve initial results, but this did not prevent him from listening to Zhao Heng's ideas.

After all, the ideas of geniuses are all eclectic. Even if they can't be realized now, it's good to listen to them.

"In fact, I think artificial intelligence, that is, the application of AI in medicine, can also be very extensive."

Zhao Heng said.

"The application of artificial intelligence in medicine? Can Dr. Zhao talk about it in detail?"

Sure enough, just hearing this, Liugong said with great interest.

Since it is to develop medical software, in fact, after the boss Wang Yaoqing talked to him, he got some understanding of the software application in medicine.

"First of all, artificial intelligence can be applied to protein structure analysis. Just this year, DeepMind has released a new version of AlphaFold software. Based on AI technology, AlphaFold can predict the structure of the target very efficiently. For future medicine, it will be It will have a very significant impact.”

"Secondly, artificial intelligence can also be applied to accelerate the development of vaccines and drugs. For some viruses that mutate suddenly, it is necessary to quickly develop vaccines. The acute effectiveness of vaccines can be judged, thereby accelerating the development of vaccines."

Zhao Heng talked eloquently, obviously he has paid attention to and understood these things in normal times.

Liu Gong and Wang Yaoqing were fascinated by what they heard.

(End of this chapter)