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

Informazioni relative al progetto

DEEPDREAM

ID dell’accordo di sovvenzione: 846636

DOI

10.3030/846636

Progetto chiuso

Data della firma CE 19 Marzo 2019

Data di avvio 1 Marzo 2020

Data di completamento 28 Febbraio 2022

Finanziato da

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Costo totale

€ 172 932,48

Contributo UE

€ 172 932,48

Coordinato da

FUNDACIO INSTITUT DE BIOENGINYERIA DE CATALUNYA
Spain

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Pubblicazioni

Conference proceedings (6)

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

Autori: Romero, Daniel; Jané, Raimon
Pubblicato in: Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Numero 2, 2021, Pagina/e 4
Editore: IEEE
DOI: 10.1109/EMBC46164.2021.9630148

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

Autori: Romero, Daniel; Jané, Raimon
Pubblicato in: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Numero 1, 2022, Pagina/e 3273-3276
Editore: IEEE
DOI: 10.1109/EMBC48229.2022.9870930

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

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

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

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

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

Autori: Daniel Romero, Raimon Jane
Pubblicato in: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2020, Pagina/e 2626-2629, ISBN 978-1-7281-1990-8
Editore: IEEE
DOI: 10.1109/EMBC44109.2020.9176409

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

Autori: Daniel Romero, Dolores Blanco-Almazán, Willemijn Groenendaal, Lien Lijnen, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané
Pubblicato in: 2020 Computing in Cardiology Conference (CinC), 2020, ISBN 978-1-7281-7382-5
Editore: 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

Autori: Daniel Romero, Raimon Jane
Pubblicato in: IEEE Access, 2021, Pagina/e 1-1, ISSN 2169-3536
Editore: 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

Autori: Romero, Daniel; Blanco-Almazán, Dolores; Groenendaal, Willemijn; Lijnen, Lien; Smeets, Christophe; Ruttens, David; Catthoor, Francky; Jané, Raimon
Pubblicato in: Computers Methods and Programs in Biomedicine, Numero 2, 2022, ISSN 0169-2607
Editore: Elsevier BV
DOI: 10.1016/j.cmpb.2022.107020