Using AI in palliative care for dementia.
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AI4HOPE: Artificial Intelligence-based health, optimism, purpose, and endurance in palliative care for dementia.
Dementia is caused by a range of illnesses and disorders that damage the brain either directly or indirectly. With the rise of the ageing population in the EU, dementia is becoming a serious problem.
Digital health interventions have the potential to improve the accessibility and effectiveness of palliative care. Palliative care is an area where these technologies are increasingly being evaluated for education (e.g. online learning, mobile applications or Virtual Reality tools), symptom management, care planning, decision-making, and interaction (e.g. professionals and caregivers using phones, internet and computer systems).
However, most studies focus on a specific intervention with heterogeneous outcomes and are exposed to professional gatekeeping and biased samples consisting of patients who are mostly well and without considering cultural impacts. Due to improved understanding and treatment, more effective and innovative health technologies, improved patient safety and better ability and preparedness to manage epidemic outbreaks, along with priorities related to quality of life of dementia patients and survivors, treatment and dementia data monitoring should be crucial.
This project focuses on: i) better understanding of dementia, focusing on their consequences, including pain, distress and causative links between health determinants, disease and interventions in order to provide evidence-base for policy-making, ii) identification of holistic intervention (treatment and care) and assessment of health outcomes, iii) innovative digital tools to optimize clinical workflows and iv) scientific evidence for improved/tailored policies and legal frameworks and to inform major policy initiatives at EU and global level. The project targets exactly those aspects of value by integrating digital interventions as palliative care of patients with poor prognosis of dementia and evaluating the impact of digital health interventions using Artificial Intelligence.
Our main tasks
- Analysis and Identification of Internal and External Data Repositories.
- Data Integrity, Anonymization assessment and FAIR Principles.
- Big Data Ecosystem Set-up and Deployment.
- Data Management.
Partners
ALZHEIMER EUROPE | BITNET | DEXAI ETICA ARTIFICIALE | EUROPEAN ASSOCIATION FOR PALLIATIVE CARE | FUNDACION INTRAS | I3VO | IDENER.AI | INSTITUTO TECNOLOGICO DE CASTILLA Y LEON | MARIBOR UNIVERSITY MEDICAL CENTRE | UAB TERAGLOBUS | UNIVERSIDADE DO PORTO | UNIVERSITY COLLEGE CORK | UNIVERSITY HOSPITAL BONN | UNIVERSITY OF TURKU | UNIVERZA V MARIBORUStart date – finish date
01 / 2024 - 12 / 2027
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This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement Nº 101136769