Documentos de Hotopf M. | REDI

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Filtros aplicados

Año de Publicación: "2022"

Subtipo de publicación

Publisher

Computer Methods and Programs in Biomedicine(1)

Journal of Clinical Medicine(1)

Pattern Recognition(1)

Área temáticas

Enfermedades(3)

Ciencias de la computación(1)

Farmacología y terapéutica(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)

Origen

Palabras Claves

Multiple Sclerosis(2)

Ambulatory impairments(1)

Anomaly detection(1)

Contrastive learning(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.

The utility of wearable devices in assessing ambulatory impairments of people with multiple sclerosis in free-living conditions

Abstract: Background and objectives: Multiple sclerosis (MS) is a progressive inflammatory and neurodegenerati

Palabras claves:

Ambulatory impairments, Fitbit, Free-living conditions, Machine learning, Multiple Sclerosis, Six-minute walk test

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., Ranjan Y., Raquel Bailón, Rashid Z., Rintala A., Sankesara H., Simblett S.K., Stewart C., Sun S., Sørensen P.S., Vairavan S., Wykes T., Zabalza A., Zhang Y.