Fitbeat: COVID-19 estimation based on wristband heart rate using a contrastive convolutional auto-encoder
Shuo Liu, Jing Han, Estela Laporta Puyal, Spyridon Kontaxis, Shaoxiong Sun, Patrick Locatelli, Judith Dineley, Florian B. Pokorny, Gloria Dalla Costa, Letizia Leocani, Ana Isabel Guerrero, Carlos Nos, Ana Zabalza, Per Soelberg Sørensen, Mathias Due Buron, Melinda Magyari, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum Stewart, Amos Folarin, Richard Dobson, Raquel Bailón, Srinivasan Vairavan, Nicholas Cummins, Vaibhav A. Narayan, Matthew Hotopf, Gıancarlo Comı, Björn W. Schuller
Topics & Concepts
Coronavirus disease 2019 (COVID-19)EncoderComputer scienceArtificial intelligenceSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)Pattern recognition (psychology)Convolutional neural networkComputer visionMedicineInternal medicineInfectious disease (medical specialty)DiseaseOperating systemNon-Invasive Vital Sign MonitoringCOVID-19 diagnosis using AICOVID-19 epidemiological studies