A Data-drivEn computational mEthod for PersonalizeD healthcare in chronic REspiratory diseases through big-dAta analytics and dynamical Modelling.

Project Information

DEEPDREAM

Grant agreement ID: 846636

DOI 10.3030/846636

Project closed

EC signature date 19 March 2019

Start date 1 March 2020

End date 28 February 2022

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost € 172 932,48

EU contribution € 172 932,48

Coordinated by

FUNDACIO INSTITUT DE BIOENGINYERIA DE CATALUNYA
Spain

Publications

Conference proceedings (6)

Relationship between Sleep Stages and HRV response in Obstructive Sleep Apnea Patients

Author(s): Romero, Daniel; Jané, Raimon
Published in: Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Issue 2, 2021, Page(s) 4
Publisher: IEEE
DOI: 10.1109/EMBC46164.2021.9630148

Detecting Obstructive Apnea Episodes using Dynamic Bayesian Networks and ECG-based Time-Series

Author(s): Romero, Daniel; Jané, Raimon
Published in: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2022, Page(s) 3273-3276
Publisher: IEEE
DOI: 10.1109/EMBC48229.2022.9870930

Relationship Between Heart Rate Recovery and Disease Severity in Chronic Obstructive Pulmonary Disease Patients

Author(s): Dolores Blanco-Almazán, Daniel Romero, Willemijn Groenendaal, Lien Lijnen, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané
Published in: 2020 Computing in Cardiology Conference (CinC), Issue vol 47, 2020, ISBN 978-1-7281-7382-5
Publisher: IEEE
DOI: 10.22489/cinc.2020.323

A Quaternion-based Approach to Estimate Respiratory Rate from the Vectorcardiogram

Author(s): Daniel Romero, Jesus Lazaro, Raimon Jané, Pablo Laguna, Raquel Bailón
Published in: 2020 Computing in Cardiology Conference (CinC), 2020, ISBN 978-1-7281-7382-5
Publisher: IEEE
DOI: 10.22489/cinc.2020.382

Hypoxia-induced Effects on ECG Depolarization by Time Warping Analysis during Recurrent Obstructive Apnea

Author(s): Daniel Romero, Raimon Jane
Published in: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2020, Page(s) 2626-2629, ISBN 978-1-7281-1990-8
Publisher: IEEE
DOI: 10.1109/EMBC44109.2020.9176409

Cardiac Comorbidities in COPD Patients Explained Through HRV Analysis and Respiratory Indices

Author(s): Daniel Romero, Dolores Blanco-Almazán, Willemijn Groenendaal, Lien Lijnen, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané
Published in: 2020 Computing in Cardiology Conference (CinC), 2020, ISBN 978-1-7281-7382-5
Publisher: Computing in Cardiology
DOI: 10.22489/cinc.2020.316

Peer reviewed articles (2)

Global and Transient Effects of Intermittent Hypoxia on Heart Rate Variability Markers: Evaluation using an Obstructive Sleep Apnea Model

Author(s): Daniel Romero, Raimon Jane
Published in: IEEE Access, 2021, Page(s) 1-1, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2021.3053310

Predicting 6-minute walking test outcomes in patients with chronic obstructive pulmonary disease without physical performance measures

Author(s): Romero, Daniel; Blanco-Almazán, Dolores; Groenendaal, Willemijn; Lijnen, Lien; Smeets, Christophe; Ruttens, David; Catthoor, Francky; Jané, Raimon
Published in: Computers Methods and Programs in Biomedicine, Issue 2, 2022, ISSN 0169-2607
Publisher: Elsevier BV
DOI: 10.1016/j.cmpb.2022.107020