HTDev Figure PAC examination of EEG

The main articles are:

• Mental disorders
• Electroencephalography (EEG)
• Machine Learning

2022: Presentation of EEG "Zyfra"

On November 10, 2022, HTDev announced that it had registered the intellectual program "PAC of examination of the EEG" Zyfra. "

The product is intended to assess the probability of presence mental disorders by analyzing the electroencephalogram of the brain. brain

The program uses machine learning technology, thanks to which it is self-learning and over time will be able to more accurately analyze data, giving out a higher probability of a person having or not having a particular mental deviation. The initial size of the training sample is relatively small, but the accuracy of detecting deviations for November 2022 is 80% and higher. When creating the "PAK examination of the EEG" Zyfra, "several layers of neurons was used and approaches to training the neural network were applied, which empirically proved to be the most effective in the field of MedTech and, in particular, in the processing of the EEG.

At the end of 2022, it is planned to enter information the program into the register, domestic software so state institutions will be able to freely use the platform. This step is an important contribution to the promotion information security the Russian of companies in accordance with the current program. import substitution

Program Development Stages

• Stage I - 2019. Creating a product concept, collecting analytical information.
• Stage II - 2020-2021. The start of technical development of the program, the introduction of training modules.
• Stage III - 2022. Replenishment of the training sample base.
• Stage IV - 2023. Increasing the efficiency of the trained modules "PAC of expertise of the EEG" Zyfra, "the start of the development of a forecast model.

For November 2022, the program is ready to expand the training sample base - this will contribute to its improvement and will increase the accuracy of determining mental deviations in patients of medical institutions, including people whose work requires the mandatory absence of mental disorders.

Digital transformation industries health care is gaining turnover every year: according to a study by Market and Markets, in the next five years the market ON based artificial intelligence on the sphere medicine will increase by an average of 1.5 times every year. Modern technologies not only reduce the time for manual data processing and help doctors make diagnoses more efficiently, but also make it possible to identify deviations and predict the risk of developing diseases, which is impossible with classical examination methods. We are open to collaborating with academia and are ready to provide our online platform for their research activities. We expect that next year we will be able to train the program to issue a forecast with the likelihood of manifestations of deviations in the analysis of brain activity for the adoption of preventive measures by responsible specialists, "stressed"Oleg Paise, co-founder and CEO of HTDev "'.