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Biopsychosocial Response to the COVID-19 Lockdown in People with Major Depressive Disorder and Multiple Sclerosis
ArticleAbstract: Background: Changes in lifestyle, finances and work status during COVID-19 lockdowns may have led toPalabras claves:covid-19, Decentralized, depression severity, Heart rate, major depressive disorder, Multiple Sclerosis, Physical activity, SARS-CoV-2, social activity, StressAutores:Aguiló J., Annas P., Arranz B., Buron M.D., Comi G., Cummins N., Dalla Costa G., Difrancesco S., Dineley J., Dobson R.J.B., Folarin A.A., García E., Giné-Vázquez I., Giovanni de Girolamo, Girolamo G.D., Guerrero A.I., Haro J.M., Hotopf M., Ivan A., Kontaxis S., Lamers F., Laporta E., Lavelle G., Leightley D., Leocani L., Locatelli P., Magyari M., Matcham F., Mohr D.C., Montalban X., Myin-Germeys I., Narayan V.A., Oetzmann C., Penninx B.W.J.H., Per Soelberg Sorensen, Peter Annas, Preti A., Ranjan Y., Raquel Bailón, Rashid Z., Richard Dobson, Rintala A., Siddi S., Simblett S.K., Sørensen P.S., Vairavan S., White K.M., Wykes T., Zabalza A.Fuentes:scopusFitbeat: COVID-19 estimation based on wristband heart rate using a contrastive convolutional auto-encoder
ArticleAbstract: This study proposes a contrastive convolutional auto-encoder (contrastive CAE), a combined architectPalabras claves:Anomaly detection, Contrastive learning, Convolutional auto-encoder, covid-19, Respiratory tract infectionAutores:Buron M.D., Comi G., Conde P., Consortium R.A.D.A.R.C.N.S., Costa G.D., Cummins N., Dineley J., Dobson R.J., Folarin A.A., Guerrero A.I., Han J., Hotopf M., Kontaxis S., Leocani L., Liu S., Locatelli P., Magyari M., Narayan V.A., Nos C., Per Soelberg Sorensen, Pokorny F.B., Puyal E.L., Ranjan Y., Raquel Bailón, Rashid Z., Richard Dobson, Schuller B., Shuo Liu, Stewart C., Sun S., Sørensen P.S., Vairavan S., Zabalza A.Fuentes:scopusThe usability of daytime and night-time heart rate dynamics as digital biomarkers of depression severity
ReviewAbstract: Background Alterations in heart rate (HR) may provide new information about physiological signaturesPalabras claves:Depression, Mobile health (mHealth), Real-world monitoring, resting heart rateAutores:Aguiló J., Cummins N., Difrancesco S., Folarin A.A., García E., Giné-Vázquez I., Giovanni de Girolamo, Haro J.M., Hotopf M., Ivan A., Kontaxis S., Lamers F., Laporta E., Leightley D., Locatelli P., Lombardini F., Matcham F., Myin-Germeys I., Narayan V.A., Peñarrubia-Maria M.T., Penninx B.W.J.H., Peter Annas, Ranjan Y., Raquel Bailón, Richard Dobson, Rintala A., Siddi S., Simblett S.K., Vairavan S., White K.M., Wykes T.Fuentes:scopus