DSS Wins Third Place in the precisionFDA Veterans Cardiac Health and AI Model Predictions (V-CHAMPS) Challenge
Company recognized for developing and evaluating Artificial Intelligence and Machine Learning (AI/ML) models to predict cardiovascular health related outcomes in Veterans
Document Storage Systems, Inc. (DSS), a leading provider of health information technology (HIT) solutions for federal, private and public health care organizations, announced today it has been named a third-place winner in Phase 2 of the precisionFDA Veterans Cardiac Health and AI Model Predictions (V-CHAMPS) Challenge.
The V-CHAMPS challenge calls on the scientific and data analytics community to develop and evaluate Artificial Intelligence and Machine Learning (AI/ML) models to predict cardiovascular health related outcomes in Veterans.
Cardiovascular diseases, including heart attacks, strokes, high blood pressure and peripheral artery disease, are the leading cause of hospitalization in the VA health care system, and are a major cause of disability among Veterans.
In 2013, the Department of Veterans Affairs published a study that found that post-traumatic stress disorder (PTSD) might be an underlying cause of developing premature cardiovascular disease. Cardiovascular health is an important part of Veteran health, therefore the prevention and reduction of risk for heart disease is a key area of focus for the VA.
For Phase 1, the DSS team led by Xiupeng Wei, PhD, was able to meet key criteria in the challenge using the synthetic Veteran data provided, and were named a Top Performer for Phase 1 for their innovation in clinical predictors, completeness of data science approaches, statistical metrics, and the exploration of demographics measures.
For Phase 2 of the V-CHAMPS challenge, DSS won third place for creating predictive algorithms using AI/ML, which were tested used actual Veteran data, producing highly accurate results.
“We are honored to be named a winner in the V-CHAMPS challenge, and are moving towards using these predictive algorithms for cardiac health in our product suite,” said Michele G. Burst, director strategic innovations, analytics at DSS. “Our vision is to use these AI/ML capabilities to fully understand and predict Veteran health outcomes, which will have tremendous implications on the future of Veteran care.”
The primary outcome of interest for the V-CHAMPS challenge is a composite of all-cause mortality during a hospitalization and all-cause hospital readmissions. Secondary outcomes of interest are all-cause mortality, cardiovascular mortality during a hospitalization, hospital readmission for all causes (cardiovascular and non-cardiovascular), and hospital readmissions for cardiovascular causes.
The V-CHAMPS challenge is managed by the Veterans Health Administration (VHA) Innovation Ecosystem (IE), the Digital Health Center of Excellence (DHCoE) at the U.S. Food and Drug Administration (FDA), the FDA Office of Digital Transformation (ODT)'s precisionFDA, and the UK Medicines and Healthcare products Regulatory Agency (MHRA).
Learn more about the V-CHAMPS Challenge winners here.
About Document Storage Systems, Inc. (DSS)
Document Storage Systems, Inc. (DSS) is a catalyst for health care innovation and digital transformation, helping the Department of Veterans Affairs as a solutions provider, systems integrator, and services contractor. DSS is committed to assisting VA in its High Reliability Organization journey and delivering care quality for Veterans by meeting top initiatives, changing regulatory requirements, and implementing enhanced business transformation across VA enterprise. For more information, visit https://www.dssinc.com.