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As the worldwide population gets increasingly aged, in-home telemedicine andmobile-health solutions represent promising services to promote active andindependent aging and to contribute to a paradigm shift towards patient-centrichealthcare. In this work, we present ACTA (Advanced Cognitive Training forAging), a prototype mobile-health solution to provide advanced cognitivetraining for senior citizens with mild cognitive impairments. We disclose herethe conceptualization of ACTA as the integration of two promisingrehabilitation strategies: the "Nudge theory", from the cognitive domain, andthe neurofeedback, from the neuroscience domain. Moreover, in ACTA we exploitthe most advanced machine learning techniques to deliver customized and fullyadaptive support to the elderly, while training in an ecological environment.ACTA represents the next-step beyond SENIOR, an earlier mobile-health projectfor cognitive training based on Nudge theory, currently ongoing in LombardyRegion. Beyond SENIOR, ACTA represents a highly-usable, accessible, low-cost,new-generation mobile-health solution to promote independent aging andeffective motor-cognitive training support, while empowering the elderly intheir own aging.

ACTA: A Mobile-Health Solution for Integrated Nudge-Neurofeedback Training for Senior Citizens