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Validation of a machine learning approach to estimate expanded disability status scale scores for multiple sclerosis

Published: June 22, 2022 Sage Journals Read the Full Article >> Background: Disability assessment using the Expanded Disability Status Scale (EDSS) is important to inform treatment decisions and monitor the progression of multiple sclerosis. Yet, EDSS scores are documented infrequently in electronic medical records. Objective: To validate a machine learning model to estimate EDSS scores[…]

Validation of a machine learning approach to estimate Clinical Disease Activity Index Scores for rheumatoid arthritis

Published: October 29, 2021 Read the Full Article >> Objective: Disease activity measures, such as the Clinical Disease Activity Index (CDAI), are important tools for informing treatment decisions and monitoring patient outcomes in rheumatoid arthritis (RA). Yet, documentation of CDAI scores in electronic medical records and other real-world data sources is inconsistent, making it challenging[…]

Clinical and Economic Benefit of Achieving Disease Control in Psoriatic Arthritis and Ankylosing Spondylitis: A Retrospective Analysis from the OM1 Registry

Springer Link Publish Date: November 4, 2022 Read the Full Article >>   Abstract Background There is limited evidence on the clinical and economic benefit of achieving disease control in psoriatic arthritis (PsA) and ankylosing spondylitis (AS), thus we aimed to assess the impact of disease control on healthcare resource use (HCRU) and direct medical[…]

Personalizing Medicine: AI and RWE in the Medtech Context

AdvaMed Publish Date: November 3, 2022 Read the Full Article>> Challenges of AI in MedTech In the medical device space, powerful insights from real-world data can seem ‘just out of reach’. Capturing patient characteristics and outcomes, at scale and with consistency over time, is challenging outside of clinical trials. Personalization – bridging the gap between[…]

How’d They Do It? Tech Leaders Reflect on How They Innovated To Solve Health Problems

Built In Publish Date: September 9, 2022 Read the Full Article >> About the company: Founded in 2015, OM1 developed its data cloud to provide advanced technological tools for researchers and support their quest to find new ways of understanding and treating chronic conditions. Yaning Zhang, Sr. Software Engineer, shared how OM1 turns data into insight:[…]

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