Edge AI-deployed DIGItal Twins for PREDICTing disease progression and need for early intervention in infectious and cardiovascular diseases beyond COVID-19

Project Information

DIGIPREDICT

Grant agreement ID: 101017915

DOI

10.3030/101017915

Project closed

EC signature date 8 December 2020

Start date 1 January 2021

End date 31 March 2025

Funded under

• EXCELLENT SCIENCE - Future and Emerging Technologies (FET)

Total cost

€ 5 978 343,50

EU contribution

€ 5 978 343,50

Coordinated by

ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE
Switzerland

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 .

Deliverables

Documents, reports (3)

Effect of cytokine storm on cardiomyocytes

Analysis of the effect of the cytokine storm on the function of cardiomyocytes

Cross-project collaboration plan

Plan of joint activities funded under the same subtopic Concrete crossproject collaboration activities will be reported in the subsequent reporting periods

Effect of cytokine storm on endothelium

Analysis of the effect of the cytokine storm on cardiac lung and vasculature endothelium

Other (1)

Flyer, introductory video and media kit

Websites, patent fillings, videos etc. (1)

Website and social media

Public project website and social media accounts First version public in M01 a comprehensive version in M06

Publications

Peer reviewed articles (11)

TimEHR: Image-based Time Series Generation for Electronic Health Records

Author(s): Hojjat Karami, Mary-Anne Hartley, David Atienza, Anisoara Ionescu
Published in: IEEE Journal of Biomedical and Health Informatics, 2025, Page(s) 1-12, ISSN 2168-2194
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jbhi.2025.3577328

A Multichannel Electrochemical Sensor Interface IC for Bioreactor Monitoring

Author(s): Qiuyang Lin, Wim Sijbers, Christina Avdikou, Didac Gomez, Dwaipayan Biswas, Bernardo Tacca, Nick Van Helleputte
Published in: IEEE Transactions on Biomedical Circuits and Systems, 2023, ISSN 1932-4545
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tbcas.2023.3315480

Prognostic models in COVID-19 infection that predict severity: a systematic review

Author(s): Chepkoech Buttia, Erand Llanaj, Hamidreza Raeisi-Dehkordi, Lum Kastrati, Mojgan Amiri, Renald Meçani, Petek Eylul Taneri, Sergio Alejandro Gómez Ochoa, Peter Francis Raguindin, Faina Wehrli, Farnaz Khatami, Octavio Pano Espínola, Lyda Z. Rojas, Aurélie Pahud de Mortanges, Eric Francis Macharia-Nimietz, Fadi Alijla, Beatrice Minder, Alexander B. Leichtle, Nora Lüthi, Simone Ehrhard, Yok-Ai Que
Published in: European Journal of Epidemiology, 2023, ISSN 0393-2990
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10654-023-00973-x

pH Quantification in Human Dermal Interstitial Fluid Using Ultra-Thin SOI Silicon Nanowire ISFETs and a High-Sensitivity Constant-Current Approach

Author(s): Yann Sprunger, Luca Capua, Thomas Ernst, Sylvain Barraud, Didier Locca, Adrian Ionescu, Ali Saeidi
Published in: Biosensors, Issue 13, 2023, Page(s) 908, ISSN 2079-6374
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/bios13100908

Event-based sampled ECG morphology reconstruction through self-similarity

Author(s): Silvio Zanoli, Tomas Teijeiro, Giovanni Ansaloni, David Atienza
Published in: Computer Methods and Programs in Biomedicine, 2023, ISSN 0169-2607
Publisher: Elsevier BV
DOI: 10.1016/j.cmpb.2023.107712

An Error-Based Approximation Sensing Circuit for Event-Triggered Low-Power Wearable Sensors

Author(s): Silvio Zanoli; Flavio Ponzina; Tomás Teijeiro; Alexandre Levisse; David Atienza
Published in: IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2023, ISSN 2156-3357
Publisher: IEEE Circuits and Systems Society
DOI: 10.1109/jetcas.2023.3269623

A Semi-Supervised Algorithm for Improving the Consistency of Crowdsourced Datasets: The COVID-19 Case Study on Respiratory Disorder Classification

Author(s): Orlandic, Lara; Teijeiro, Tomas; Atienza, David
Published in: Computer Methods and Programs in Biomedicine, Issue 4, 2023, ISSN 0169-2607
Publisher: Elsevier BV
DOI: 10.1016/j.cmpb.2023.107743

Label-Free C-Reactive protein Si Nanowire FET Sensor Arrays with super-Nernstian back-gate operation

Author(s): L. Capua, Y. Sprunger, H. Elettro, F.Risch, A. Grammoustianou, R. Midahuen, T. Ernst, S. Barraud R. Gill and A.M. Ionescu
Published in: IEEE Transactions on Electron Devices, 2022, ISSN 0018-9383
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/ted.2022.3144108

TEE4EHR: Transformer event encoder for better representation learning in electronic health records

Author(s): Hojjat Karami, Anisoara Ionescu, David Atienza
Published in: Artificial Intelligence in Medicine, 2024, ISSN 0933-3657
Publisher: Elsevier BV
DOI: 10.1016/j.artmed.2024.102903

Use of a Silicon Microneedle Chip-Based Device for the Extraction and Subsequent Analysis of Dermal Interstitial Fluid in Heart Failure Patients

Author(s): Markus Renlund, Laurenz Kopp Fernandes, Pelle Rangsten, Mikael Hillmering, Sara Mosel, Ziad Issa, Volkmar Falk, Alexander Meyer, Felix Schoenrath
Published in: Diagnostics, Issue 15, 2025, Page(s) 989, ISSN 2075-4418
Publisher: MDPI AG
DOI: 10.3390/diagnostics15080989

Vacuum-sealed silicon photonic MEMS tunable ring resonator with an independent control over coupling and phase

Author(s): Pierre Edinger, Gaehun Jo, Chris Phong Van Nguyen, Alain Yuji Takabayashi, Carlos Errando-Herranz, Cleitus Antony, Giuseppe Talli, Peter Verheyen, Umar Khan, Simon J. Bleiker, Wim Bogaerts, Niels Quack, Frank Niklaus, and Kristinn B. Gylfason
Published in: Opt. Express, 2023, ISSN 1094-4087
Publisher: Optical Society of America
DOI: 10.1364/oe.480219

Conference proceedings (13)

Consensus Control for Decentralized Deep Learning

Author(s): Lingjing Kong, Tao Lin, Anastasia Koloskova, Martin Jaggi, Sebastian U. Stich.
Published in: 2021
Publisher: NeurIPS

Point-process based representation learning for Electronic Health Records

Author(s): Hojjat Karami, Anisoara Ionescu, David Atienza
Published in: IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), 2023
Publisher: IEEE
DOI: 10.1109/bhi58575.2023.10313499

A Multimodal Dataset for Automatic Edge-AI Cough Detection

Author(s): Lara Orlandic, Jérôme Thevenot, Tomas Teijeiro, and David Atienza
Published in: IEEE, 2023
Publisher: IEEE
DOI: 10.5281/zenodo.7562332

Model-Based ISO 14971 Risk Management of EEG-Based Medical Devices

Author(s): N. Yakymets, R. Zanetti, A. Ionescu, D. Atienza
Published in: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2023, Page(s) 1-7
Publisher: IEEE
DOI: 10.1109/embc40787.2023.10340131

Tunable Dual Mode Carbon Nanotube Strain Gauge

Author(s): Morten Vollmann, Cosmin Roman, and Christofer Hierold
Published in: 2024 IEEE 37th International Conference on Micro Electro Mechanical Systems (MEMS), 2024, ISBN 9798350357929
Publisher: IEEE
DOI: 10.1109/mems58180.2024.10439427

Integrated Silicon-On-Insulator Based Mesh Membrane for Continuous Monitoring in Organs-on-a-chip

Author(s): Mariia Zakharova, Mar Cóndor, Sohail F. Shaikh, Aaron Delahanty, Dries Braeken, Andries D. Van Der Meer, Loes I. Segerink
Published in: 2024 IEEE SENSORS, 2024, Page(s) 1-4
Publisher: IEEE
DOI: 10.1109/sensors60989.2024.10784460

An Improved Analysis of Gradient Tracking for Decentralized Machine Learning

Author(s): Anastasia Koloskova, Tao Lin, Sebastian U. Stich
Published in: 2021
Publisher: NeurIPS

Double-Gate Si Nanowire FET Sensor Arrays For Label-Free C-Reactive Protein detection enabled by antibodies fragments and pseudo-super-Nernstian back-gate operation

Author(s): L. Capua, Y. Sprunger, H. Elettro, A. Grammoustianou, R. Midahuen, T. Ernst, S. Barraud, R. Gill, A.M. Ionescu
Published in: 2021 IEEE International Electron Devices Meeting (IEDM), 2022, Page(s) 16.2.1-16.2.4
Publisher: IEEE
DOI: 10.1109/iedm19574.2021.9720670

Intrinsic User-Centric Interpretability through Global Mixture of Experts

Author(s): V. Swamy, S. Montariol, J. Blackwell, J. Frej, M. Jaggi, T. Käser
Published in: The Thirteenth International Conference on Learning Representations, 2024
Publisher: The Thirteenth International Conference on Learning Representations

Quasi-Global Momentum: Accelerating Decentralized Deep Learning on Heterogeneous Data

Author(s): Tao Lin, Sai Praneeth Karimireddy, Sebastian U. Stich, Martin Jaggi
Published in: 2021
Publisher: ICML

How to Count Coughs: An Event-Based Framework for Evaluating Automatic Cough Detection Algorithm Performance

Author(s): Lara Orlandic, Jonathan Dan, Jérôme Thevenot, Tomas Teijeiro, Alain Sauty, David Atienza
Published in: 2024 IEEE 20th International Conference on Body Sensor Networks (BSN), 2024, Page(s) 1-4
Publisher: IEEE
DOI: 10.1109/bsn63547.2024.10780617

Ultra-High Sensitivity Silicon Nanowire Array Biosensor Based on a Constant-Current Method for Continuous Real-Time pH and Protein Monitoring in Interstitial Fluid

Author(s): Y. Sprunger and L. Capua, T. Ernst, S. Barraud, A.M. Ionescu and A. Saeidi
Published in: ESSCIRC 2023- IEEE 49th European Solid State Circuits Conference (ESSCIRC), 2023
Publisher: IEEE
DOI: 10.1109/esscirc59616.2023.10268731

RelaySum for Decentralized Deep Learning on Heterogeneous Data

Author(s): Thijs Vogels, Lie He, Anastasia Koloskova, Tao Lin, Sai Praneeth Karimireddy, Sebastian U. Stich, Martin Jaggi
Published in: 2021
Publisher: NeurIPS