Results and Publications

Deliverables

# NumberTitleDownload
D1.1Project HandbookPDF
D1.2Risk assessment process and management procedurePDF
D2.1First study subject approvals package of the FSPDF
D2.2Development of the prototype of the clinical operation data management system for the FSconfidential, internal use only
D2.3Development of the secure patient-facing online portalconfidential, internal use only
D2.4Mid-term recruitment report of the FSnot available
D2.5Development of the final version of the clinical operation data management system for the CVSconfidential, internal use only
D2.6Report on final version of the clinical operation data management system for the CVSnot available
D2.7Report on the status of posting results of the FSconfidential, internal use only
D3.1Device selection criteria and documents / processes for gathering evidencePDF
D3.2Device and companion application usability / user-experience report, sensor data set + device selection and effort sharing, as well as application management processes for CVSconfidential, internal use only
D3.3Support centre documents and processes (especially device provisioning report)confidential, internal use only
D3.4Report on device and application development, usage and outlookconfidential, internal use only
D4.1Definition of assessment protocol for device-specific digital endpointsPDF
D4.2Specifications for candidate digital endpoints for fatigue, sleep disturbances and other ADL and HRQoL measures in NDD and IMIDconfidential, internal use only
D4.3Performance assessment of candidate device-specific digital endpoints data - part Aconfidential, internal use only
D4.4Requirements specification data analytics software packagePDF
D4.5Performance assessment of candidate device-specific digital endpoints data - part Bconfidential, internal use only
D4.6Software package digital endpoints data analyticsconfidential, internal use only
D5.1Data Management PlanPDF
D5.2Specification of IDEA- FAST DMPPDF
D5.3IDEA-FAST clinical and sensor data standards including SOPs for curation and harmonization of clinical data and measurement dataconfidential, internal use only
D5.4Public version of IDEA-FAST clinical and sensor data standardsPDF
D5.5DMP prototypeconfidential, internal use only
D5.6DMP V1, with harmonised clinical and sensor data loadedconfidential, internal use only
D5.7DMP V2, with blockchain-based access control and data provenance systemconfidential, internal use only
D5.8DMP V3, with pipelines for integrated analysisconfidential, internal use only
D6.1First version of the CVS protocolPDF
D6.2Finalised master documents in English for ethical/regulatory submissions, including study protocol & PIS/ ICF for the CVSPDF
D6.3Final version of the Monitoring Plan for the CVSconfidential, internal use only
D6.4First study subject approvals package of the CVSPDF
D6.5Mid-term recruitment report of the CVSPDF
D6.6Report on status of posting results of the CVSconfidential, internal use only
D7.1Variability assessment of data collected during FSconfidential, internal use only
D7.2Sample size and design study for the CVSconfidential, internal use only
D7.3An AI methods toolbox for robust multi- variate time-series analysis of personal data and ML methods for heterogeneous data sources aggregationconfidential, internal use only
D7.4Library of population models with selected digital endpoints as longitudinal observationsconfidential, internal use only
D7.5Data Analytic Package for the final submission for scientific advice from the EMA ± FDAconfidential, internal use only
D7.6Overview of EFPIA/ AP clinical datasets delivered to the consortiumconfidential, internal use only
D8.1The model informed consent for the FSPDF
D8.2The model informed consent for the CVSPDF
D8.3Report on the challenges of sharing of digital device data from legal and IPR perspectives in the context of a learning health care systemconfidential, internal use only
D8.4Public report on the challenges of sharing of digital device datanot available
D8.5Report on the governance of the IDEA-FAST platformconfidential, internal use only
D8.6Public report on the governance of the IDEA-FAST platformnot available
D9.1Detailed dissemination planPDF
D9.2Definitions of the exploitation and socio- economic evaluation frameworkPDF
D9.3Final report on workshops and dissemination eventsnot available
D9.4Final plan on exploitation, socio- economic impact, sustainability and translation into trial use clinical practiceconfidential, internal use only
D9.5Public version of final exploitation plannot available

Publications

Title of publicationAuthor(s)Name of journal/proceedings/book/magazine/eventYear, Issue/DateType of publicationOpen Access DOI
Data Contribution Summaries for Patient Engagement in Multi-Device Health Monitoring ResearchJay Rainey, David Verweij, Colin Dodds, Johanna Graeber, Farzaneh Farhadi, Ridita Ali, Viana Zhang, Christopher N Bull, Jan David SmeddinckAdjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers (UbiComp '21)September 21–26, 2021Workshop ContributionYes10.1145/3460418.3479371
WildKey: A Privacy-Aware Keyboard Toolkit for Data Collection In-The-WildAndré Rodrigues, André R.B. Santos, Kyle Montague, Hugo Nicolau, Tiago GuerreiroAdjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers (UbiComp '21)September 21–26, 2021Workshop ContributionYes10.1145/3460418.3482872
Wild by Design: Workshop on Designing Ubiquitous Health Monitoring Technologies for Challenging EnvironmentsDiogo Branco, Patrick Carrington, Silvia Del Din, Afsaneh Doryab, Hristijan Gjoreski, Tiago Guerreiro, Roisin McNaney, Kyle Montague, Alisha Pradhan, André Rodrigues, Julio VegaAdjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers (UbiComp '21)September 21–26, 2021Workshop ContributionYes10.1145/3460418.3479271
Investigating the Tradeoffs of Everyday Text-Entry Collection MethodsAndré Rodrigues, Hugo Nicolau, André Santos, Diogo Branco, Jay Rainey, David Verweij, Jan David Smeddinck, Kyle Montague, Tiago GuerreiroCHI Conference on Human Factors in Computing Systems (CHI)May 1-5, 2022Paper, ConferenceYes10.1145/3491102.3501908
Privacy preservation in federated learning: An insightful survey from the GDPR perspectiveNguyen Truong, Kai Sun, Siyao Wang, Florian Guitton, YiKe GuoComputers & SecurityVolume 110, November 2021, 102402PaperYes10.1016/j.cose.2021.102402
A blockchain-based trust system for decentralised applications: When trustless needs trustNguyen Truong, Gyu Myoung Lee, Kai Sun, Florian Guitton, YiKe GuoFuture Generation Computer SystemsVolume 124, November 2021, Pages 68-79PaperYes10.1016/j.future.2021.05.025
mEBAL: A Multimodal Database for Eye Blink Detection and Attention Level EstimationRoberto Daza, Aythami Morales, Julian Fierrez, and Ruben TolosanaIn Companion Publication of the 2020 International Conference on Multimodal Interaction (ICMI '20 Companion).October 2020ICMI '20 Companion Publication No10.1145/3395035.3425257
Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Fair and Explainable Automatic RecruitmentA. Ortega, J. Fierrez, A. Morales, Z. Wang and T. Ribeiro2021 IEEE Winter Conference on Applications of Computer Vision Workshops05-09 January 2021Workshop ContributionNo10.1109/WACVW52041.2021.00013
Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Explaining Biases in Machine LearningOrtega A, Fierrez J, Morales A, Wang Z, de la Cruz M, Alonso CL, Ribeiro T.Computers2021, 10(11), 154PaperYes10.3390/computers10110154
Smartphone Sensors For Modeling Human-Computer Interaction: General Outlook And Research Datasets For User AuthenticationAcien, A., Morales, A., Vera-Rodriguez, R., & Fierrez, J.2020 IEEE 44th Annual Computers, Software, and Applications ConferenceJuly 2020Paper, ConferenceYes10.1109/COMPSAC48688.2020.00-81
Handwriting Biometrics: Applications and Future Trends in e-Security and e-HealthFaundez-Zanuy, M., Fierrez, J., Ferrer, M. A., Diaz, M., Tolosana, R., & Plamondon, R.Cognitive Computation2020, 12(5), 940-953PaperYes10.1007/s12559-020-09755-z
Improving Parkinson Detection using Dynamic Features from Evoked Expressions in VideoL. F. Gomez, A. Morales, J. R. Orozco-Arroyave, R. Daza and J. Fierrez2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)2021, pp. 1562-1570Workshop ContributionNo10.1109/CVPRW53098.2021.00172
TypeNet: Deep Learning Keystroke BiometricsA. Acien, A. Morales, J. V. Monaco, R. Vera-Rodriguez and J. FierrezIEEE Transactions on Biometrics, Behavior, and Identity Science2022, 4(1), 57-70PaperYes10.1109/TBIOM.2021.3112540