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The application of deep learning algorithms for PPG signal processing and class...

Esgalhado, Filipa; Fernandes, Beatriz; Vassilenko, Valentina; Batista, Arnaldo; Russo, Sara

Publisher Copyright: © 2021 by the authorsLicensee MDPI, Basel, Switzerland.; Photoplethysmography (PPG) is widely used in wearable devices due to its conveniency and cost-effective nature. From this signal, several biomarkers can be collected, such as heart and respiration rate. For the usual acquisition scenarios, PPG is an artefact-ridden signal, which mandates the need for the designated classification algo...


The Portuguese Severe Asthma Registry

Sá-Sousa, Ana; Fonseca, João Almeida; Pereira, Ana Margarida; Ferreira, Ana; Arrobas, Ana; Mendes, Ana; Drummond, Marta; Videira, Wanda; Costa, Tiago

The Portuguese Severe Asthma Registry (Registo de Asma Grave Portugal, RAG) was developed by an open collaborative network of asthma specialists. RAG collects data from adults and pediatric severe asthma patients that despite treatment optimization and adequate management of comorbidities require step 4/5 treatment according to GINA recommendations. In this paper, we describe the development and implementation ...


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