Chapter 58 Looking to the future, AI pharmaceutical system

Style: Science Author: Riding a pig to dig a holeWords: 2983Update Time: 24/01/12 20:04:28
After a while, the smart laboratory system was installed.

And the golden USB flash drive disappeared silently.

The server restarted, and a line of red text soon appeared.

"Warning! The machine has insufficient performance and cannot operate at full functionality. Safe mode can only be enabled."

Cold sweat broke out on Wei Kang's forehead, and he couldn't help but scratch his head.

This is too embarrassing.

Go buy a high-performance server immediately and make sure your smart laboratory system has a warm and comfortable home.

But now let’s take a look at what functions are available.

The red text quickly disappears, and a very beautiful and concise interface appears, which is somewhat similar to the commonly used window system. This may be due to the daily usage habits of the staff, so the commonly used interface style is automatically adapted.

There are icons for common functions on the desktop. You can click to open them and use the corresponding functions.

Before Wei Kang had time to be surprised, another message window popped up.

"The touch screen function is temporarily unavailable."

Wei Kang: "..."

Then, another window popped up with a list of equipment purchases.

"It is detected that the machine lacks corresponding docking equipment. Please purchase it according to the following list."

"If all equipment cannot be provided, the corresponding functions may not be implemented."

"High-performance servers, touch screens, LED screens, smart door locks, smart voice devices, monitoring equipment, wireless and WIFI and other multi-functional communication modules."

"Printers, computers, fingerprint readers, code scanners, human body sensors, smart electrical appliances, instrument controllers, smart lights, smart switches and power strips..."

Wei Kang wiped the cold sweat from his head and wrote down the purchase list.

There are a lot of things to buy, and you will have to ask someone to install them later.

However, they are basically all kinds of hardware, and there are ready-made systems, which can be used in conjunction with each other after installation.

Next, he checked all the functions and the function management module and felt very satisfied. These are practical functions needed for laboratory management. The system even automatically provides APPs for computers and mobile phones, which can be used on mobile phones and computers. function.

It can even be connected to other third-party module systems to connect things and achieve true unification of data.

Sanqing's laboratories have always been managed using traditional manual methods, which require staff to provide their own keys, register in and out, take care of laboratory equipment, record statistical experimental data, and manage various raw materials and samples. It is very primitive and not only requires a heavy workload. Large, inefficient, and not very effective.

With this intelligent laboratory system that combines software and hardware, it can realize unattended laboratories, real-time monitoring, automatic entry and exit registration, automatic statistical recording during experiments, remote controllable laboratory operations, and control of electrical equipment to achieve true intelligence. management.

First of all, employees can open the door and enter the laboratory through fingerprints, mobile phone scans, remote access, ID cards and other methods.

Subsequently, the current usage status of the laboratory and the working condition of the instruments can be viewed in real time on the mobile phone and the display screen, and the experimental status can be monitored in real time and corresponding voice prompts can be given.

At the same time, it can sense the status of employees in the laboratory in real time and detect whether employees are experimenting in the laboratory. If the laboratory status shows that it is online and no one is experimenting, the system will automatically alarm to ensure safety.

During the experiment, the intelligent system can automatically record and summarize multiple laboratory data, set the laboratory usage time, and remotely lock or open the laboratory.

For specific laboratories or instruments, you can also set them individually. Within the selected valid time, the equipment is only open to the corresponding personnel and cannot be used by others.

The experimental database can provide flexible and powerful data management functions, and user permissions can be set to ensure the safe use of data. At the same time, all hardware devices can be classified and managed, such as adding, deleting, modifying, setting parameters, etc.

The APP can remotely open the door, scan the code to open the door, view laboratory status, laboratory management, view message announcements, real-time monitoring, fault reporting, set permissions, view experimental records, and corresponding levels of data, and perform operations, etc.

It is also equipped with powerful corresponding management modules for samples, materials, spare parts, documents, instruments and equipment, experimental records, standard libraries, etc.

The standard library management module is mainly used to complete functions such as entry, update, modification and review of relevant standards. A complete set of standard libraries is the fundamental guarantee for the smooth operation of the entire business. In order to ensure the accuracy of the standards, the standard library should be reviewed by senior experts before it can be officially used.

The sample management system is the most frequently operated module in the laboratory. It provides support for sample analysis and evaluation, including sample analysis, sample login, sample management, sample testing, audit system, result output, QA/QC, etc.

The information query system includes analysis progress and comprehensive information query. Users can query relevant information according to the authorization level. All query results can be sorted, classified, and counted. Information query can quickly reflect every step of historical data from raw data to processed data. It can also query personnel status, project progress, customers, standard data, various laboratory document regulations, various reports, and various technical data, etc. wait.

The information statistics function can provide various statistical chart information modules required by different users. Seamless connections with various specialized statistical software can also be provided as needed.

The laboratory affairs management system includes laboratory chores, internal announcements, personnel whereabouts, plans, work arrangements, document processing, public information, personnel management and fund management.

The resource management system includes management modules for human resources, material resources, standard material management, other material management, and intangible assets such as intellectual property. At the same time, personnel, reference materials, reagents, etc. can also be managed, and workload statistics and cost accounting can be performed.

The instrument management system can connect to analytical instruments (such as liquid chromatographs, gas chromatographs, balances, etc.). Through the automatic collection of instrument analysis data, it can reduce manual entry errors and speed up data transmission, thus saving a lot of time for analysts. .

The system can also perform instrument maintenance, allowing you to create a regular calibration schedule for the instrument and track and record the calibration status. The usage rate of the instrument can be counted to maximize the utilization of the instrument. It can remotely control the analytical instrument and dynamically track and monitor the entire sample analysis process at any time.

Overall, the functions are very powerful, highly intelligent, and can be automatically upgraded as machines and equipment are upgraded, without any performance bottlenecks.

With it, future drug research and development will definitely be even more powerful, and there will be no need to worry about any data leaks.

When he wanted to buy a data management system before, he had considered the issue of data confidentiality. After all, he had a lot of secrets, and data confidentiality was a top priority. Among other things, patents and prescription information were very precious, and there must be many. Few people covet it.

Now you don't have to worry about this problem anymore.

Wei Kang has fallen in love with this smart laboratory system.

At the same time, he also thought of a question.

A primary intelligent system is so powerful, so what will it look like after upgrading to become a real artificial intelligence and develop into an AI pharmaceutical system?

He couldn't help but enter the system and make inquiries.

"Can you show relevant information about AI pharmaceuticals?"

"Consume 100 points to view the introduction to the AI ​​pharmaceutical system."

After Wei Kang agreed, the system showed him a large piece of relevant information.

Traditional new drug research and development is an expensive, long and difficult process.

In addition to the difficulties of high cost, long cycle, and low success rate, the bigger bottleneck drug research and development faces is innovation.

In the pharmaceutical field, there is a well-known anti-Moore's Law - every nine years, the number of new drugs on the market produced with an investment of US$1 billion is reduced by half. What is more common is that first-in-class drugs account for less than half of the total number of approved new drugs.

However, with the development of computer biology and artificial intelligence, AI can search a large area of ​​potential space in various pharmaceutical links, looking for targets/compounds/crystal forms that have not been discovered in the past due to human experience, experimental environment and other external constraints, providing information for innovative drug research and development. Powerful tool.

In the future, AI pharmaceuticals will move from 'stage 0 to 1' to 'stage 1 to 10'. Various pharmaceutical companies will form large-scale AI pharmaceutical alliances, establish drug big data laboratories, strengthen multi-disciplinary integration, collect high-quality research and development data, and use AI designs drugs and enters clinical trials.

The larger background is that computational biology will also lead biological science to the data-driven era.

As technologies such as high-throughput sequencing, nanomanipulation, and biochips continue to mature, biological information data continues to accumulate, and computational biology has also developed. It builds algorithms and models to understand biological phenomena and mechanisms themselves from the molecular level and promote related research and applications.

Computational biology can not only drive upper-level applications through efficient and accurate calculation deductions, such as compound property prediction, gene site prediction, etc., but also accelerate the development of AI pharmaceuticals, species modification and other fields.

It also provides a new research idea for life sciences - a new model of 'dry and wet combined data closed loop'.

First, sufficient and rich quantitative dry experiments (AI models) are used to cover the space to be searched, and accurate hypotheses are provided for testing in the wet laboratory (traditional biological experiments). The two work together to iterate and accelerate.

And this will definitely bring about radical changes to the pharmaceutical industry, thereby completely changing the entire world.

After reading it, Wei Kang's heart was filled with ups and downs and he was extremely excited.

He is bound to win this AI pharmaceutical system.

I just don’t know, how many points are needed to upgrade?