Bioimpedance-Based Heart Failure Deterioration Prediction Using a Prototype Fluid Accumulation Vest-Mobile Phone Dyad: An Observational Study

Chad Eric Darling   ^{1 *} , MSc, MD ;   Silviu Dovancescu   ^{2 *} , MSc ;   Jane S Saczynski   ³ , PhD ;   Jarno Riistama   ^{2 *} , PhD ;   Fatima Sert Kuniyoshi   ⁴ , PhD ;   Joseph Rock   ⁴ , BS ;   Theo E Meyer   ⁵ , MD, PhD ;   David D McManus   ⁵ , MSc, MD

¹ UMass Memorial Health Care, Department of Emergency Medicine, University of Massachusetts Medical School, Worcester, MA, United States

² Philips Research, Eindhoven, Netherlands

³ Department of Pharmacy and Health Systems Sciences, Northeastern University, Boston, MA, United States

⁴ Philips Healthcare, Andover, MA, United States

⁵ UMass Memorial Health Care, Department of Medicine, University of Massachusetts Medical School, Worcester, MA, United States

*these authors contributed equally