Partners - Funding<br />Coordination:<br />CERTH-ITI<br />CMRR, CHU Nice<br />AssociatedPartners<br />CMRR, CHU Nice, EA C...
Centre for Research and Technology Hellas Informatics & Telematics Institute (CERTH-ITI)<br />3<br />Expertise<br />semant...
Université Bordeaux 1 (UB1)          (and IPB as third party)<br />Expertise<br />image and video indexing and retrieval<b...
5<br />CASSIDIAN SAS<br />Expertise<br />multi-source information exploitation and handling (acquisition, mining, analysis...
6<br />Institut National de Recherche en Informatique et en Automatique (INRIA)<br />Expertise<br />video understanding, b...
7<br />Luleå University of Technology (LTU)<br />Expertise<br />life-logging and activity recognition<br />context-awarene...
8<br />Dublin City University CLARITY: Centre for Sensor Web Technologies<br />Expertise<br />sensor technology for life-l...
IBM Israel - Science & Technology LTD Speech Technologies Group,IBM Haifa Research Lab<br />Expertise<br />speech analysis...
PHILIPS<br />Role in the project<br />WP3 leader<br />Contribution<br />health and lifestyle monitoring and analysis (sign...
11<br />Memory Resource and Research Centre, University Hospital in Nice (CHU DE NICE)<br /><ul><li>Expertise
clinical research, dementia-specific behavioural and affective disturbances
Role in the project
WP8 leader (Pilots, Evaluation & Clinical Validation), PSB member
Contribution
clinical protocols & scenarios definition, training data annotation, submission to administrative authorities [WP2]
closed loops for people with dementia and for clinicians [WP6]
evaluation protocols, realisation of clinical protocols with patients (pilots in France) [WP8]</li></li></ul><li>12<br />V...
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Demcare Project

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  1. 1.
  2. 2. Partners - Funding<br />Coordination:<br />CERTH-ITI<br />CMRR, CHU Nice<br />AssociatedPartners<br />CMRR, CHU Nice, EA CoBTeK UNS<br />UB1 <br />Cassidian (CS)<br />INRIA<br />LTU <br />DCU<br />IBM Israel<br />Philips (PENB)<br />VistekISRA Vision (VIV)<br />Link Care Services (LCS)<br />Funding:<br />FP7-ICT 2011. European Commission <br />
  3. 3. Centre for Research and Technology Hellas Informatics & Telematics Institute (CERTH-ITI)<br />3<br />Expertise<br />semantic multimedia analysis<br />Semantic Web (ontology and rules engineering, reasoning, uncertainty)<br />personalisation for multimedia applications (profile learning, semantic recommendations)<br />Role in the project<br />project Co-ordinator, WP5 leader (Medical Ambient Intelligence), PSB member<br />Contribution<br />clinical and generic knowledge representation [WP5]<br />semantic, aggregated patient behaviour interpretation [WP5]<br />patient profiling, knowledge enrichment, personalised feedback [WP5]<br />event detection/interpretation [WP4/WP5]<br />
  4. 4. Université Bordeaux 1 (UB1) (and IPB as third party)<br />Expertise<br />image and video indexing and retrieval<br />signal processing<br />image and video interpretation<br />Role in the project<br />WP4 leader (Situational Analysis of Daily Activities)<br />Contribution<br />visual sensing & instrumental activities analysis [WP4]<br />wearable sensors monitoring [WP4]<br />multimedia & multimodal data fusion [WP4/WP5]<br />4<br />
  5. 5. 5<br />CASSIDIAN SAS<br />Expertise<br />multi-source information exploitation and handling (acquisition, mining, analysis, filtering, knowledge management)<br />integrated system solutions<br />Role in the project <br />WP7 leader (System Development), PSB member<br />Contribution<br />data mining and fusion association for early aggregation of multiple sensor observations, early detection of typical/alarming patterns [WP3]<br />high-level interpretation, semantic reasoning for complex event processing, semantic behaviour interpretation and profiling [WP5]<br />feasibility studies, system architecture, development & integration [WP7]<br />
  6. 6. 6<br />Institut National de Recherche en Informatique et en Automatique (INRIA)<br />Expertise<br />video understanding, behaviour analysis, multi-sensor fusion<br />mobile object perception and tracking<br />real-time systems, system evaluation<br />Role in the project<br />T4.3 leader (Instrumental Activities Monitoring)<br />Contribution<br />analysis/evaluation of human-interactions/behaviors from fixed video cameras [WP4]<br />modelling activities of daily living (ADLs) at home [WP4] <br />learning/interpretation of behaviour profiles [WP4/5]<br />evaluation/clinical validation pilots in France [WP8]<br />
  7. 7. 7<br />Luleå University of Technology (LTU)<br />Expertise<br />life-logging and activity recognition<br />context-awareness in group communication<br />health science<br />dementia prototyping and piloting from FP6 COGKNOW<br />Role in the project<br />WP6 leader (Client-side Interaction), PSB member<br />Contribution<br />life-logging research and prototype from the MemoryLane project, improved activity recognition, client side interaction components [WP6]<br />responsible for running the pilots in Sweden [WP8]<br />ethics & confidentiality, evaluation of usefulness and impact on daily life [WP2/WP8]<br />exploitation planning with SMEs [WP9]<br />
  8. 8. 8<br />Dublin City University CLARITY: Centre for Sensor Web Technologies<br />Expertise<br />sensor technology for life-logging, processing of sensor data <br />clinical practice (Memory Works), working with people with dementia and technologies for dementia care<br />ethics and technology, clinical ethics (Institute of Ethics)<br />Role in the project<br />WP2 leader (Requirements and Impact), PSB member<br />Contribution<br />life-logging, lifestyle monitoring and analysis tasks [WP3/4]<br />running of the pilot trials in Ireland [WP8]<br />clinical requirements and ethical issues pertaining to remote monitoring [WP2]<br />
  9. 9. IBM Israel - Science & Technology LTD Speech Technologies Group,IBM Haifa Research Lab<br />Expertise<br />speech analysis, modelling and classification<br />speaker identification, speech recognition and synthesis<br />spoken information retrieval<br />Role in the project <br />T4.2 leader (Audio Sensing)<br />Contribution<br />audio classification & speaker tracking [WP4]<br />voice-based mental & emotional state markers, dysarthric speech detection [WP4]<br />text-to-speech synthesis for patient closed loop [WP6]<br />9<br />
  10. 10. PHILIPS<br />Role in the project<br />WP3 leader<br />Contribution<br />health and lifestyle monitoring and analysis (signal processing, data fusion, data mining) [WP3]<br />development of security and privacy mechanisms [WP7]<br />development of service concepts and industry cases [WP9]<br />10<br />
  11. 11. 11<br />Memory Resource and Research Centre, University Hospital in Nice (CHU DE NICE)<br /><ul><li>Expertise
  12. 12. clinical research, dementia-specific behavioural and affective disturbances
  13. 13. Role in the project
  14. 14. WP8 leader (Pilots, Evaluation & Clinical Validation), PSB member
  15. 15. Contribution
  16. 16. clinical protocols & scenarios definition, training data annotation, submission to administrative authorities [WP2]
  17. 17. closed loops for people with dementia and for clinicians [WP6]
  18. 18. evaluation protocols, realisation of clinical protocols with patients (pilots in France) [WP8]</li></li></ul><li>12<br />Vistek ISRA Vision Yapay Görme ve Otomasyon Sanayi ve Ticaret A.S. <br />Expertise<br />image and video indexing and retrieval<br />image and video interpretation<br />activity monitoring<br />Role in the project<br />WP9 leader (Dissemination & Exploitation), member of PSB<br />Contribution<br /> - tools and algorithms for feedback to people with dementia [WP6]<br /> - feasibility study and architectural design [WP7]<br /> - exploitation strategy and dissemination [WP9]<br />
  19. 19. 13<br />Link Care Services (LCS)<br />Expertise<br />video surveillance<br />computer-based monitoring and alerting<br />service to dependent elderly and their caregivers<br />Role in the project <br />T9.2 leader (Exploitation Strategy)<br />Contribution<br />sensors and algorithms for video surveillance and alerting [WP6]<br />participation in pilot projects [WP8]<br />exploitation plan, market analysis and marketing strategy [WP9]<br />
  20. 20. A closed loop remote care solution for people with dementia outside hospitals and care centers<br /> Key <br />Innovations<br /><ul><li> multi-sensor (vital signs, audio-visual, lifestyle) monitoring and analysis of patient behaviour
  21. 21. comprehensive, objective monitoring
  22. 22. patient-tailored, time-evolving behaviour profiling & interpretation
  23. 23. customized reactive and proactive treatment
  24. 24. adaptive, contextualized feedback for personalized treatment and support</li></ul>Multi-sensor Monitoring, Behaviour Profiling<br />Health Status Assessment<br />At home <br />treatment<br />Clinician <br />Closed Loop<br />Patient <br />Closed Loop<br />Personalized Feedback<br />14<br />
  25. 25. Overall Project Objective<br /><ul><li>Comprehensivemulti-sensor remote monitoring of daily life activities, behavioural, lifestyle patterns of people with dementia for effective at-home care and increased independence.
  26. 26. Time-evolving profiling of behaviour and lifestyle patterns and intelligent multi-parametric interpretation, tailored to each person based on the conjunction of multi-sensor outputs and clinical knowledge.
  27. 27. Development of closed loop for people with dementia with easy-to-use interfaces that provides personalised adaptive feedback for remote treatment and closed loopfor clinicians with monitoring outputs and interpretations.
  28. 28. Clinical validation through stage-wise development and evaluation
  29. 29. three phases of short- and long-term pilots in three countries, in collaboration with experts on dementia.</li></ul>15<br />
  30. 30. Medical<br />knowledge<br />Clinical Requirements<br />Scenarios definition<br />Protocols<br />Visual sensors<br />Physiology sensors<br />Voice sensors<br />Knowledge and <br />Reasoning<br />High level Interpretation<br />Medical Assessment<br />Feedback<br />Behavioural profile<br />Lifestyle<br />Daily Activity Recognition<br />Emotional stateFunctional state<br />Mental state<br />Health condition<br />Lifestyle<br />Lifelogging<br />Interactive feedback <br />between clinicians and <br />people with dementia<br />Dem@Care Overview<br /><ul><li> medical knowledge</li></ul>assisted multi-sensor<br />monitoring of people <br />with dementia<br /><ul><li> knowledge structures, </li></ul>reasoning, clinical expertise <br /><ul><li> profiling, intelligent interpretation of behavioural patterns
  31. 31. closed loops for personalised feedback to people with dementia and to clinicians </li></ul>16<br />
  32. 32. Project Structure (WPs)<br />17<br />
  33. 33. Evaluation andClinical Validation (Pilots)<br />Pilots in Sweden<br /><ul><li> Intermediate: short term in homes </li></ul>and nursing residences in Luleå<br /><ul><li> Final: long term in homes in </li></ul>Norbotten, Västerbotten and Luleå <br />Pilots in Ireland (Dublin)<br /><ul><li> Initial: short term in DCU </li></ul>campus flat<br /><ul><li> Intermediate: short term in homes
  34. 34. Final: long term in homes</li></ul>Norbotten<br />Luleå<br />Västerbotten<br />Dublin<br />Pilots in France<br /><ul><li> Initial: short term in Bordeaux </li></ul>and Nice memory clinics<br /><ul><li> Intermediate: short term in homes </li></ul>and care residences in Bordeaux<br /><ul><li> Final: long term in homes and care </li></ul>residences in Nice<br />Bordeaux<br />Nice<br />18<br />
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