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Virtual Coaching Activities for Rehabilitation in Elderly

Deliverables

Report on activities in Tech labs

Report on activities in Tech labs

Project Branding

Project Branding

Service description

Service description

Reference implementation guide

Reference implementation guide

Baseline ontology, ontology meta models and frameworks SW component, final release

Baseline ontology, ontology meta models and frameworks SW component, final release

Coaching services interface definition

Coaching services interface definition

Coaching services description

Coaching services description

Publications

Transforming Rehabilitation to Virtually Supported Care - The vCare Project

Author(s): Johannes Kropf, Niklas Aron Hungerländer, Kai Gand, Hannes Schlieter
Published in: Companion Publication of the 2020 International Conference on Multimodal Interaction, 2020, Page(s) 261-264
DOI: 10.1145/3395035.3425313

Recommeding Safe Actions by Learning from Sub-optimal Demonstrations

Author(s): Lars Boecking, Patrick Philipp
Published in: Health Recommender Systems 2020 (HealthRecSys 2020), 2020, Page(s) 28-35

A Novel Virtual Coaching System Based on Personalized Clinical Pathways for Rehabilitation of Older Adults—Requirements and Implementation Plan of the vCare Project

Author(s): Sofoklis Kyriazakos, Hannes Schlieter, Kai Gand, Massimo Caprino, Massimo Corbo, Peppino Tropea, Elda Judica, Irma Sterpi, Stefan Busnatu, Patrick Philipp, Jordi Rovira, Alvaro Martínez, Marc Lange, Inigo Gabilondo, Rocio Del Pino, Juan Carlos Gomez-Esteban, Lucia Pannese, Morten Bøttcher, Vibeke Lynggaard
Published in: Frontiers in Digital Health, Issue 2, 2020, ISSN 2673-253X
DOI: 10.3389/fdgth.2020.546562

Continuous support for rehabilitation using machine learning

Author(s): Patrick Philipp, Nicole Merkle, Kai Gand, Carola Gißke
Published in: it - Information Technology, Issue 61/5-6, 2019, Page(s) 273-284, ISSN 2196-7032
DOI: 10.1515/itit-2019-0022

Using a Semantic Simulation Framework for Teaching Machine Learning Agents

Author(s): Nicole Merkle, Stefan Zander
Published in: Procedia Computer Science, Issue 137, 2018, Page(s) 78-89, ISSN 1877-0509
DOI: 10.1016/j.procs.2018.09.008

Rehabilitation, the Great Absentee of Virtual Coaching in Medical Care: Scoping Review

Author(s): Peppino Tropea, Hannes Schlieter, Irma Sterpi, Elda Judica, Kai Gand, Massimo Caprino, Inigo Gabilondo, Juan Carlos Gomez-Esteban, Stefan Busnatu, Crina Sinescu, Sofoklis Kyriazakos, Sadia Anwar, Massimo Corbo
Published in: Journal of Medical Internet Research, Issue 21/10, 2019, Page(s) e12805, ISSN 1438-8871
DOI: 10.2196/12805

A Semantic Use Case Simulation Framework for Training Machine Learning Algorithms

Author(s): Nicole Merkle, Stefan Zander, Viliam Simko
Published in: Knowledge Engineering and Knowledge Management - 21st International Conference, EKAW 2018, Nancy, France, November 12-16, 2018, Proceedings, Issue 11313, 2018, Page(s) 243-257
DOI: 10.1007/978-3-030-03667-6_16

Predicting personality traits with deep learning

Author(s): Niklas Hungerländer
Published in: 2019