Showing 51-55 of 92 predictive & prescriptive analytics:
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[…]

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[…]

Advancing Personalized Medicine for Health Plans: How AI and RWE can improve outcomes, reduce costs, and improve member engageme

Tue, Oct 18, 2022 11:00 AM – 12:00 PM EDT Presenter: Joseph Zabinski, Senior Director, AI & Precision Medicine, OM1 Register >> As population health moves towards personalized, precision medicine, optimizing treatment options and reducing ineffective care will be critical to plans’ success and differentiation in highly competitive environments. Real-world evidence drawn from deep datasets[…]

Using Real-World Data for Patients with Multiple Sclerosis: A New Machine Learning Model for the Expanded Disability Status Scale (EDSS) – A Company Publish Date: August 26th, 2022   Multiple sclerosis (MS) is a chronic illness in which the body’s immune system attacks myelin, the substance that surrounds and protects the nerve fibers of the central nervous system. The result is a disabling disease that causes damage to the brain and spinal cord[…]

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