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Article(4)
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Computer Methods and Programs in Biomedicine(1)
Journal of Affective Disorders(1)
Multiple Sclerosis Journal(1)
Pattern Recognition(1)
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Ciencias de la computación(1)
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Fitbeat: 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:scopusA wearable device perspective on the standard definitions of disability progression in multiple sclerosis
ArticleAbstract: Introduction: Multiple sclerosis (MS) is a leading cause of disability among young adults, but standPalabras claves:6MWT, disability, EDSS, Multiple Sclerosis, T25FW, wearable devicesAutores:Buron M.D., Cummins N., Dalla Costa G., Finn Sellebjerg, Folarin A.A., García E., Giancarlo Comi, Guerrero A.I., Hotopf M., Kontaxis S., Laporta E., Leocani L., Lucia Roselli, Magyari M., Maria Libera La Porta, Matteo Martinis, Montalban X., Narayan V.A., Nos C., Per Soelberg Sorensen, Pokorny F.B., Raquel Bailón, Richard Dobson, Schuller B., Stewart C., Vairavan S., Zabalza A.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 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:scopus