Forecasting Subjective Cognitive Decline: AI Approach Using Dynamic Bayesian Networks

Antti Etholén   ¹ , MD, MSc ;   Teemu Roos   ² , PhD ;   Mirja Hänninen   ^{1, 3} , MD ;   Ioanna Bouri   ² , MSc ;   Jenni Kulmala   ^{4, 5, 6} , PhD ;   Ossi Rahkonen   ¹ , PhD ;   Anne Kouvonen   ^{7, 8} , PhD ;   Tea Lallukka   ¹ , PhD

¹ Department of Public Health, University of Helsinki, Helsinki, Finland

² Department of Computer Science, University of Helsinki, Helsinki, Finland

³ Western Uusimaa Wellbeing Services County, Social and Health Care Services, Espoo, Finland

⁴ Faculty of Social Sciences (Health Sciences) and Gerontology Research Center (GEREC), Tampere University, Tampere, Finland

⁵ Population Health Unit, Finnish Institute for Health and Welfare, Helsinki, Finland

⁶ Department of Neurobiology, Care Sciences and Society, Division of Clinical Geriatrics, Center for Alzheimer Research, Karolinska Institutet, Solna, Sweden

⁷ Faculty of Social Sciences, University of Helsinki, Helsinki, Finland

⁸ Centre for Public Health, Queen’s University Belfast, Royal Victoria Hospital, Belfast, United Kingdom