Illapha Cuba Gyllensten

Identifying Types of Physical Activity With a Single Accelerometer: Evaluating Laboratory-trained Algorithms in Daily Life

Illapha Cuba Gyllensten, A. Bonomi · IEEE Transactions on Biomedical Engineering · 2011 · 182 citations

Education, Health Informatics, Machine Learning +14

Early Indication of Decompensated Heart Failure in Patients on Home-Telemonitoring: A Comparison of Prediction Algorithms Based on Daily Weight and Noninvasive Transthoracic Bio-impedance

Illapha Cuba Gyllensten, A. Bonomi, Kevin Goode et al. · JMIR Medical Informatics · 2016 · 52 citations · Full text

Medicine, Biomedical Engineering, Cardiology +16

Towards Privacy-preserving Mobile Applications with Federated Learning

Koustabh Dolui, Illapha Cuba Gyllensten, Dietwig Lowet et al. · 2019 · 21 citations · Full text

Computing, Computer Science, Machine Learning +14

Wearable vest for pulmonary congestion tracking and prognosis in heart failure: A pilot study

Paloma Gastelurrutia, Illapha Cuba Gyllensten, Josep Lupón et al. · International Journal of Cardiology · 2016 · 16 citations

Medicine, Cardiology, Critical Care Cardiology +16

Changes in Daily Measures of Blood Pressure and Heart Rate Improve Weight-Based Detection of Heart Failure Deterioration in Patients on Telemonitoring

Rohan Joshi, Illapha Cuba Gyllensten · IEEE Journal of Biomedical and Health Informatics · 2018 · 10 citations · Full text

Computing, Cardiology, Health Informatics +17