At eSteps Health, we are on a relentless mission to revolutionize the treatment of neurodegenerative diseases, such as multiple sclerosis (MS). Combining our passion for cutting-edge technology with unwavering compassion for people living with MS, we strive to redefine the future of healthcare through innovation and personalized care.
HAR, an ingenious functionality developed by our dedicated team of experts, has garnered widespread attention for its powerful applications across various domains. In the healthcare industry, HAR opens up new possibilities for monitoring disease progression and tracking the psychological state of patients, thereby reducing the impact of motor diseases like MS.
Beyond traditional sensor-based approaches, our groundbreaking research at eSteps Health transcends the norm. Collaborating with leading experts, we have harnessed data from intelligent insoles, elevating the accuracy and insightfulness of patient monitoring. Our cutting-edge research presents a meticulous process of data acquisition, treatment, and feature extraction to capture each individual's unique movement style.
At eSteps Health, we take pride in not only pushing the boundaries of innovation but also prioritizing the reliability and accuracy of our solutions. As part of our rigorous evaluation process, we implemented the Leave-One-Subject-Out Cross-Validation (LOSOCV) methodology to assess the robustness of our models.
To ensure the credibility of our findings, we conducted a comprehensive evaluation analysis that included precise measurements for each test subject. Additionally, we assessed the robustness of our models through the average subject accuracy – providing a holistic view of the performance across the entire study. The models are evaluated by simulating real-time predictions, made sequentially on the test data. From the results obtained, deep learning models performed accurate predictions of the chosen activity patterns.
By meticulously validating our results and applying cutting-edge technology, we ensure that the eSteps Health platform provides reliable, trustworthy insights that empower healthcare professionals and patients alike.
Our dedication to meaningful progress is rooted in the belief that technology and compassion converge to create a world where healthcare thrives on empathy. With HAR as our newest addition, we empower healthcare professionals and patients alike with a sophisticated tool for personalized care and early interventions.
At eSteps Health, we believe in the power of collaboration and shared vision. Join us as we embark on this journey to redefine healthcare, breaking barriers, and unlocking new possibilities for patients living with neurodegenerative diseases.
eSteps Health With You In Every Step