Innowise Group has built an ML-based asthma management application for a European company.
Our customer is a European company aiming to create a simple and affordable asthma management tool that’ll help both physicians and patients with asthma.
Detailed information about the client cannot be disclosed under the provisions of the NDA.
The major purpose of the mobile application is to assist patients with asthma to manage their sickness. The application we have developed has extensive functionality, which makes it easy to manage the disease. The solution:
Users can use the application by logging into their personal accounts. When they launch the app, they see general information about their day, such as the risk of asthma symptoms based on evaluation of various triggers like weather, humidity, etc. Also, they see the list of planned inhalations and when some more or less severe symptom triggers may occur.
Through this dashboard, users can go to the Calendar section and see their monthly or weekly statistics about their condition including inhales they take, triggers they face, etc.
Also, users can let the exclusively taught machine learning algorithm listen to how they use inhalers. After the audio is processed by the algorithm, it evaluates the way the inhaler is used and gives a short summary to the user. According to this data, a patient can adjust the way the inhaler is used.
The user can go to the Education section and learn about asthma, inhalers, and other relevant topics. This section is useful for new users and those with the diagnosis made recently.
The last section is the user’s personal profile. Here a user can fill in the information about the primary and secondary inhalers, set up reminders, customize notifications, and more.
There are 2 main user roles:
Users are the patients with asthma. They interact with the application to make the process of maintaining asthma easier and more convenient through filling in relevant information about primary and emergency inhalers, setting up reminders, etc.
Administrators are the client’s team members. They update the machine learning algorithm with relevant data and maintain the list of available inhalers so that patients could always find their medicine in the application.
Our software engineers have created an application that helps people with asthma to control their symptoms with the help of their smartphones. The application possesses an intuitive user-friendly interface and an array of helpful features like a custom machine learning algorithm, reminders, a calendar with statistics, and more.
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