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ML algorithms are used anywhere from automating monotonous daily tasks to offering intelligent insights. Industries in every sector try to benefit from it. VITech creates future-oriented ML-based business solutions running on mathematical programming, recognition of patterns, and other advanced technological innovations.
Emotion Labs specializes in smart wearable technologies and devices for health tracking. They utilize statistics and reliable medical information to contribute to the new generation of smart trackers that can help to reduce stress in everyday life.
The algorithm developed by VITech detects and measures noises and other signal disruptions to evaluate whether they are relevant to the actual blood pressure of a person. This is important to make sure that the data collected by an EMwatch is objective, and the provided health tips are relevant. As a result, EMwatch users can continue with their daily routine without interruptions, while getting reliable real-time health information. Additionally, the algorithm allows for tracking RR intervals (heart rate variability), which can vary while a heart rate remains normal. These intervals are what actually allows to evaluate the stress level and consequently, the emotional health of a person.
The client needed an algorithm that would allow them to turn a smartwatch into a personal health assistant capable of measuring blood pressure and stress levels. This required a unique approach that combined expertise in statistics and a deep understanding of the basic medical concepts. Moreover, the required algorithm had to be flexible and easily adjustable for future EMwatch modifications.
VITech conducted thorough research to define the solution that would meet the requirements perfectly. Then, the VITech team developed a native solution for EMwatch that allows defining blood pressure and the level of stress a person experiences. At the second stage, VITech ensured the monitoring of a wide range of parameters, including R-R intervals (heart rate variability) that allow identifying user stress levels better. The final algorithm was handed over to Emotion Labs, who continued working on the calculation of stress coefficients and finalized the system for end-users:
The work completed by VITech allowed Emotion Labs to proceed with the predictive part of the project and collect the data necessary to create recommendations on physical and emotional health management.
VITech helped Emotion Labs design a mass-market-focused smartwatch equally available for personal and corporate use. The algorithm created by VITech became the foundation for the future development of EMwatch as a healthcare-related device. The VITech team covered one of the most complex stages of the project successfully thanks to their strong statistical and health tech background. Today, te unique wearable product developed as a result of our cooperation is used by hundreds of people who care about their physical and emotional health.
PPE Safety check software development for medical facilities
The customer wanted to protect their staff and patients from aerosol transmissible diseases (ATD), such as the novel coronavirus, in its medical imaging centers. They needed an intelligent, automated system to monitor wearing face masks in real time, as a prevention measure. The original machine learning model used in the PPE Detector was trained on 10K+ images of doctors, nurses and patients wearing/not wearing a face mask and other types of PPE. The software designed and developed for the customer demonstrated great accuracy of no less than 97% in detecting PPE violations.
HIPAA-Compliant platform for telehealth industry
VITech developed a turnkey end-to-end telehealth solution that provides patients with responsive and proactive digital delivery care. Healthcare facilities that use software for remote medical care can avoid 91% of emergent events, even for patients at the bedside. Our robust HIPAA-compliant telemedicine platform is already working to provide personalized and qualitative medical help to everybody. Using our data-driven solution can help prevent transfers and hospitalizations for over 90% of cases and reduce patient leakage and treatment in place. Healthcare facilities can now deliver medical help via audio or video consultations depending on state requirements and individual needs.
Population health management custom software development
VITech is developing a customized solution that can access and explore enriched data and user-friendly analytics to drive success in value-based care managed services. Legal information, pharmacy data, most complete, and up-to-date data assets based on normalized clinical EHR, and social determinants of health – all this and much more builds a solid foundation for sustainable financial success in value-based care managed services.
Discovery phase and development of a web-based application for Spectrum
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Technologies can create competing advantages for organizations. However, this process can be one of the most challenging decisions businesses face. Technology assessment done prior to the technology adoption reduces the risk of ineffective investment decisions.
Data engineering for patient analytics platform
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Mobile and web development for Immediate
Software, programs, and apps developed for various user necessities have become a part of our everyday life for a long time ago. VITech is an expert of skillful engineering and creates custom-developed software with a high emphasis on security and operational coherence. Beginning from early steps, the discovery phase, requirements defining, and then through the development, quality assurance, and other parts of execution, to the post-developing support.