Dario Publishes New Research Demonstrating Digital Personalization of Pain Management with Adapted Machine Learning

Dario Health, a leader in the global digital therapeutics (DTx) market announced new research in Pain Reports which has investigated the personalised efficacy of using DTx for pain management, linking the reduction of back pain for users in a digital posture training program with the personalisation of user journeys adapting machine learning models.

Dario’s aim for this research was to determine the effectiveness of applying machine learning analysis to personalise the user journeys in its posture training solution. The study analysed data from 3,610 users who had a significant reduction in back pain after three weeks, while using Dario’s posture training program. This data was then further analysed to investigate how machine learning can account for individuals needs. The results of this study will inform a framework to gain a deeper understanding of the efficacy of DTx solutions for individual pain management. 

"Back pain is a common condition that affects a majority of adults at some point in their life, and early research on the impact of posture biofeedback training technology as a means to improve pain is promising. Our latest research helps explain the role of personalization in digital therapeutics and how we can use biofeedback data and machine learning to optimise user care, drive efficacy and meaningful results for users," said Yifat Hershcovitz, PhD, Vice President of Clinical and Scientific Affairs at Dario.