Documentos de Locatelli P. | REDI

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Subtipo de publicación

Publisher

Journal of Clinical Medicine(1)

Pattern Recognition(1)

Área temáticas

Enfermedades(2)

Ciencias de la computación(1)

Medicina y salud(1)

Problemas sociales y servicios a grupos(1)

Área de conocimiento

Aprendizaje automático(1)

Ciencias de la computación(1)

Cuidado de la salud(1)

Salud mental(1)

Año de Publicación

Origen

Palabras Claves

Anomaly detection(1)

Contrastive learning(1)

Convolutional auto-encoder(1)

Decentralized(1)

Biopsychosocial Response to the COVID-19 Lockdown in People with Major Depressive Disorder and Multiple Sclerosis

Abstract: Background: Changes in lifestyle, finances and work status during COVID-19 lockdowns may have led to

Palabras claves:

covid-19, Decentralized, depression severity, Heart rate, major depressive disorder, Multiple Sclerosis, Physical activity, SARS-COV-2, social activity, Stress

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., 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., Preti A., Ranjan Y., Raquel Bailón, Rashid Z., Rintala A., Siddi S., Simblett S.K., Sørensen P.S., Vairavan S., White K.M., Wykes T., Zabalza A.

Fitbeat: COVID-19 estimation based on wristband heart rate using a contrastive convolutional auto-encoder

Abstract: This study proposes a contrastive convolutional auto-encoder (contrastive CAE), a combined architect

Palabras claves:

Anomaly detection, Contrastive learning, Convolutional auto-encoder, covid-19, Respiratory tract infection

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., Pokorny F.B., Puyal E.L., Ranjan Y., Raquel Bailón, Rashid Z., Schuller B., Stewart C., Sun S., Sørensen P.S., Vairavan S., Zabalza A.