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

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

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