Modeling
Antimicrobial peptides are the main approach we use to treat acne, and finding suitable and effective antimicrobial peptides is crucial in wet lab experiments. It is also a pressing issue for all biologists. Our modeling aims to utilize artificial intelligence techniques to propose a multistage model ensemble pipeline (MMEP) consisting of classification, ranking, and regression modules. This method can efficiently identify antimicrobial peptides that meet our requirements while ensuring a high level of accuracy. Experimental results have shown that our approach achieves an accuracy rate of 94.8% in identifying antimicrobial peptides and accurately predicts the corresponding minimum inhibitory concentration. To extend its benefits to a broader audience, we have developed a user-friendly website that allows biologists with no programming background to quickly grasp and experience this method. For more detailed information about this method, please refer to the model page.
Hardware
In order to help wet experiments cultivate relevant microbial experimental strains with higher quality, we have designed a multi-functional automatic microbial culture machine. This product is mainly based on modern biotechnology and automatic control concepts and aims to provide an efficient, accurate, safe and easy-to-use microbial culture machine. Useful, cheap microbial culture equipment to meet the needs of different users.
The multi-functional automatic microbial culture machine is an intelligent hardware product that integrates intelligent cultivation, environmental monitoring, automated control, intelligent interaction and other functions. It can provide users with an efficient, intelligent, fast and healthy culture environment and provide users with one-stop microbial culture services. At the same time, it can also be interconnected with users' mobile phones, computers and other devices through intelligent cloud connections, so it has the characteristics of high automation, flexibility and diversification, quick response, efficiency and safety, which can reduce manual operation errors and labor intensity, while achieving Fast and accurate cultivation and monitoring improves cultivation efficiency, saves resources, reduces costs, and increases output.
In short, the multifunctional automatic microbial culture machine can serve the consumer groups of academic scientific research or microbial companies, including those who love microorganisms but cannot provide sufficient management time for microorganisms due to busy work schedules, and those who are full of pursuit of environmental protection, health, and technology. It is a high-quality product with wide application, mature technology and broad market prospects, and is expected to play an important role in the biological field. Please see the Hardware section for details.
Software
一、Zhipei
In order to give full play to the functions of the product itself and provide users with a more efficient and convenient experience in cultivating bacterial strains, we have developed software based on the Bluetooth debugger that matches our team's multi-functional automatic microbial culture machine.
This software allows users to reduce unnecessary time in the process of cultivating bacterial strains and better cultivate bacterial strains. It has great autonomous operability and can set the button functions in accordance with the module functions of a multi-functional automatic microbial culture machine. Determine, perform short-range control and receive information visually. In the interface of the debugging project, we can even control the microbial growth environment and required nutrients based on the feedback window that our code has run, and at the same time feedback the growth curve of the microorganism to the user.
In short, this software allows cultivators to enjoy the convenience of strain cultivation and allows users to obtain high-quality strain cultivation results. Please see the Software section for details.
二、MCF(milky&flawless confident)
The MCF (milky&flawless confident) Skin Care Intelligent Platform aims to provide a popular science service platform for people who are troubled by skin diseases (especially acne) and other groups who are concerned about their skin conditions. The MCF Skin Careless Confidence Intelligent Platform includes five major functional sections: Popular science information, AI intelligent question and answer (not yet fully developed), questionnaire assessment and testing, disease identification and testing, and product introduction. This platform aims to provide popular science services to the groups in need. More information about the MCF Skin Intelligent Worry-Free Platform can be viewed in the software .