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The utility of wearable devices in assessing ambulatory impairments of people with multiple sclerosis in free-living conditions
ArticleAbstract: Background and objectives: Multiple sclerosis (MS) is a progressive inflammatory and neurodegeneratiPalabras claves:Ambulatory impairments, Fitbit, Free-living conditions, Machine Learning, Multiple Sclerosis, Six-minute walk testAutores:Comi G., Conde P., Cummins N., Dalla Costa G., Dobson R.J., Folarin A.A., Guerrero A.I., Hotopf M., Laiou P., Leocani L., Liu S., Magyari M., Myin-Germeys I., Narayan V.A., Per Soelberg Sorensen, Ranjan Y., Raquel Bailón, Rashid Z., Richard Dobson, Rintala A., Sankesara H., Shuo Liu, Simblett S.K., Stewart C., Sun S., Sørensen P.S., Vairavan S., Wykes T., Zabalza A., Zhang Y.Fuentes:scopusBiopsychosocial 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:scopusExploring the dynamic relationships between nocturnal heart rate, sleep disruptions, anxiety levels, and depression severity over time in recurrent major depressive disorder
ReviewAbstract: Background: Elevated night resting heart rate (HR) has been associated with increased depression sevPalabras claves:anxiety, Depression, Mobile health (mHealth), Night resting heart rate, Real-world monitoring, Sleep disturbanceAutores:Brenda W.J.H. Penninx, Condominas E., Cummins N., Folarin A.A., García E., Gemma Riquelme, Giné-Vázquez I., Giovanni de Girolamo, Haro J.M., Hotopf M., Joan Domènech-Abella, Kontaxis S., Lamers F., Laporta E., Leightley D., Matcham F., Myin-Germeys I., Narayan V.A., Oetzmann C., Peñarrubia-Maria M.T., Peter Annas, Preti A., Ranjan Y., Raquel Bailón, Richard Dobson, Sanchez-Niubo A., Siddi S., Simblett S.K., White K.M., Wykes T.Fuentes:scopusMultilingual markers of depression in remotely collected speech samples: A preliminary analysis
ArticleAbstract: Background: Speech contains neuromuscular, physiological and cognitive components, and so is a potenPalabras claves:Digital phenotypes, in-the-wild, major depressive disorder, Speaking rate, SpeechAutores:Conde P., Cummins N., Dineley J., Edward L. Campbell, Ewan Carr, Folarin A.A., Haro J.M., Hotopf M., Lamers F., Lavelle G., Leightley D., Matcham F., Narayan V.A., Oetzmann C., Penninx B.W.J.H., Ranjan Y., Raquel Bailón, Rashid Z., Richard Dobson, Schuller B., Siddi S., Simblett S.K., Stewart C., Stuart Bruce, Vairavan S., White K.M., Wykes T.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