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AI/ML-based app
Health Management App: Cross-platform AI-driven Solution for Asthma Treatment
The team built a user-friendly asthma care app for iOS and Android platforms from the ground up, seamlessly integrating AI and ML algorithms.
#healthcare
#ai #ml
#mobiledevelopment
Client*
A European company focusing on developing digital products.
*We cannot provide any information about the client or specifics of the case study due to non-disclosure agreement (NDA) restrictions.
Project in numbers
duration
12 months
team
6 specialists
efforts
1920 hours
Team involved in the project
industry
Healthcare
solution
Asthma management application
technologies
Android, iOS, Python, Dart, Flutter, Django, PostgreSQL
1 x Project Manager
2 x Flutter Developers
1 x DevOps Engineer
1 x Python Developer
1 x QA Engineer
Challenge
The main goal was to develop a cost-effective care solution harnessing AI and ML algorithms that would assist both medical practitioners and individuals with asthma in treatment goals.
Related objectives
Develop the app’s functionality and design
Integrate AI and ML algorithms
Implement a set of features (calendar, reminders, statistics)
Solution & functionality
Our team developed an innovative asthma management app that harnesses the power of AI and ML algorithms and helps users monitor their symptoms, inhaler usage, environmental triggers, and have a better control over their health.
Two users mode
The app offers two user modes: patient mode and administrator mode.
The end-users of the application are patients who have asthma. They can actively interact with the platform to ease the management of their symptoms. This involves inputting details about their primary and emergency inhalers, setting up daily reminders, and other functionalities.
Administrators are responsible for keeping the machine learning algorithm up-to-date with relevant data. They also ensure that the inventory of available inhalers within the application is consistently maintained. This guarantees that patients always have access to their prescribed medications.
Personalization: tracking, reminders, recommendations
In their personal profiles users can perform multiple functions that help evaluate and monitor the state of their health.
- Users can fill in the information about the primary and secondary inhalers, customize reminders and notifications to create a personalized schedule.
- Users get an overview of the day, like possible health risks, symptoms triggers, and the list of inhalations planned.
- In the personal dashboard, users can access the Calendar section with the weekly and monthly statistics.
AI/ML-driven analysis and predictions
Thanks to artificial intelligence and machine learning algorithms implemented in the app, users get accurate analysis and predictions of their health state.
- Based on various factors like weather, humidity, and others, the app can evaluate the risk of asthma attacks.
- With submitted audios, the machine learning algorithm analyzes how patients use their inhalers and produces a summary and recommendations for further fine-tuning and usage.
Results and business value
Our team launched the MVP in 2 months, developing an innovative, user-friendly mobile solution for asthma management.
Personalized care
Symptoms control
User-friendly interface
Reduced hospitalization cases
The application tracks the patient’s condition, analyzes the information about the inhalations the patient takes, and provides personalized guidelines, alerts, and reminders based on the information provided.
