Demcare Project
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Presentation of the "Demcare" Project

Presentation of the "Demcare" Project

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Demcare Project Demcare Project Presentation Transcript

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