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Sensor Enabled Affective Computing for Enhancing Medical Care

Deliverables

SenseCare Platform Infrastructure Release 1 (Software)

First release to be used in the realisation of the first iteration of the use cases test pilots.

SenseCare Platform Infrastructure Release 1 in conjunction with WP2

First release to be used in the realisation of the first iteration of the use cases test pilots.

SenseCare Platform Infrastructure Release 2 (Software)

Second release to be used in the realization of the second iteration of the use cases test pilots.

SenseCare Platform Infrastructure Release 2 in conjunction with WP2

Second release to be used in the realisation of the second iteration of the use cases test pilots.

SenseCare Use Case Test Pilots Release 1

This is the first release of the Test Pilots based on use case requirements and scenarios identified and developed in WP1. This provides for medical informatics resources and services integration into the SenseCare infrastructure through resource adaptors; implementations of domain specific applications; as well as online documentation of the supported scenarios and features. A full validation report is produced at the end of the first release.

Psychology of AC SenseCare portal/wiki

Dedicated website for the psychology and affective computing community to review and comment on in relation to the SenseCare project underlying science.

SenseCare Use Case Test Pilots Release 2

This is the second release of the Test Pilots following use case review processes. Implementation takes into account feedback from the validation report (D5.3). Release notes and documentation (supported scenarios and features) of the software is provided as online documentation.

SenseCare Security and Ethical Protection Mechanisms

SenseCare related report on the security and ethical implications of the platform from an affective computing and psychological perspective.

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Publications

Participatory design-based requirements elicitation involving people living with dementia towards a home-based platform to monitor emotional wellbeing

Author(s): Maurice Mulvenna, Huiru Zheng, Raymond Bond, Patrick McAllister, Haiying Wang, Ruben Riestra
Published in: 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Issue Nov 13-16, 2017, 2017, Page(s) 2026-2030
DOI: 10.1109/BIBM.2017.8217972

Performing real-time emotion classification using an Intel RealSense camera, multiple facial expression databases and a Support Vector Machine

Author(s): Michael Healy, Alphonsus Keary, Paul Walsh
Published in: Collaborative European Research Conference (CERC) 2017, Issue Annual, 2017, Page(s) pp 164 - 175, ISSN 2220-4164

Case Study: Management of affective data and data fusion in eHealth appliances under consideration of legal frameworks

Author(s): Ulrich Kowohl, Felix Engel, Patrick Dassler and Matthias Hemmje
Published in: Collaborative European Research Conference (CERC) 2017, Issue Annual, 2017, Page(s) pp 200 - 208, ISSN 2220-4164

Towards Deep Learning-Based Emotion Detection for Affective Well-being




The SenseCare System: Using Automatic Emotional Analysis to Provide Effective Tools for Supporting Wellbeing

Author(s): (4) Ryan Donovan, Michael Healy, Huiru Zheng, Felix Engel, Binh Vu, Michael Fuchs, Paul Walsh, Matthias Hemmje, and Paul McKevitt
Published in: Proceedings of the 3rd International Workshop on Affective Computing in Biomedicine and Healthcare (ACBH 2018) at the IEEE International Conference on Bioinformatics and Biomedicine 2018 (BIBM2018), Issue 3 – 6 Dec 2018, 2018

Towards lifecycle management of clinical health care environments

Author(s): Kowohl U., Engel F., Walsh P., Keary A., Fuchs M., Hemmje M.
Published in: Collaborative European Research Conference (CERC2016), Issue Annual, 2016, Page(s) pp 60-68, ISSN 2220-4164

Prototype proof of concept for a mobile agitation tracking system for use in elderly and dementia care use cases

Author(s): Healy, M., Keary, A., Walsh, P.,
Published in: Collaborative European Research Conference (CERC2016), Issue Annual, 2016, Page(s) pp 48 - 57, ISSN 2220-4164

Towards a Cross Industry Standard Process to support Big Data Applications in Virtual Research Environments

Author(s): Berwind, K., Bornschlegl, M., Hemmje, M., Kaufmann, M.
Published in: Collaborative European Research Conference (CERC 2016), Issue Annual, 2016, Page(s) pp 82 – 91, ISSN 2220-4164

A Machine Learning Emotion Detection Platform to Support Affective Well Being

Author(s): Michael Healy, Ryan Donovan, Paul Walsh, Huiru Zheng
Published in: 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Issue Annual Conference, 2018, Page(s) 2694-2700
DOI: 10.1109/bibm.2018.8621562

Considering ethics in model view controller architectures in human computer interaction health domain

Author(s): Ulrich Kowohl; Felix Engel; Raymond Robert Bond; Maurice D Mulvenna; Matthias L Hemmje
Published in: HCI '18: Proceedings of the 32nd International BCS Human Computer Interaction Conference, Issue 4-6 July 2018, 2018, Page(s) Pages 1–5
DOI: 10.14236/ewic/hci2018.178

Using an Affective Computing Taxonomy Management System to Support Data Management in Personality Traits

Author(s): Binh Vu, Ryan Donovan, Michael Healy, Paul Mc Kevitt, Paul Walsh, Felix Engel, Michael Fuchs, Wilhelm Büchner, Matthias Hemmje
Published in: 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Issue 18-21 Nov. 2019, 2019, Page(s) pp. 2875-2882
DOI: 10.1109/bibm47256.2019.8983342

Digital empathy secures Frankenstein’s monster

Author(s): Raymond Bond, Felix Engel, Michael Fuchs, Matthias Hemmje, Paul Mc Kevitt, Mike McTear, Maurice Mulvenna, Paul Walsh, and Huiru (Jane) Zheng
Published in: Collaborative European Research Conference 2019, Issue Annual, 2019

The role of reproducibility in affective computing

Author(s): Felix Engel, Alphonsus Keary, Kevin Berwind, Marco Xaver Bornschlegl, Matthias Hemmje
Published in: 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Issue 13-16 Nov. 2017, 2017, Page(s) 2008-2014
DOI: 10.1109/bibm.2017.8217969

SenseCare: Using Automatic Emotional Analysis to Provide Effective Tools for Supporting

Author(s): Ryan Donovan, Michael Healy, Huiru Zheng, Felix Engel, Binh Vu, Michael Fuchs, Paul Walsh, Matthias Hemmje, Paul Mc Kevitt
Published in: 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Issue 3-6 Dec. 2018, 2018, Page(s) 2682-2687
DOI: 10.1109/bibm.2018.8621250

SenseCare: Using Affective Computing to Manage and Care for the Emotional Wellbeing of Older People

Author(s): Raymond R. Bond, Huiru Zheng, Haiying Wang, Maurice D. Mulvenna, Patrick McAllister, Kieran Delaney, Paul Walsh, Alphonsus Keary, Rubén Riestra, Sabina Guaylupo, Matthias Hemmje, Jana Becker, Felix Engel
Published in: eHealth 360°, Issue 181, 2017, Page(s) 352-356
DOI: 10.1007/978-3-319-49655-9_42

SenseCare: Towards an Experimental Platform for Home-Based, Visualisation of Emotional States of People with Dementia

Author(s): Felix Engel, Raymond Bond, Alfie Keary, Maurice Mulvenna, Paul Walsh, Huiru Zheng, Haiying Wang, Ulrich Kowohl, Matthias Hemmje
Published in: Advanced Visual Interfaces. Supporting Big Data Applications, Issue 10084, 2016, Page(s) 63-74
DOI: 10.1007/978-3-319-50070-6_5