PROPOSAL

• The personalization of the exercises, adjusting their difficulty to the needs and the progress of the person.
• The continuous monitoring of the exercises performed by the person.
• Incorporation of positive feedback and gamification strategies as a mechanism for improve patient adherence and learning.
• The incorporation of positive feedback and gamification strategies as a mechanism for improving learning and adherence to treatment.
• Empowering people to self-regulate treatment sessions.

CAPACITIES

PREDICTIVE

• Calculate an estimation from the initial participant exploration.
• Check the prediction, incorporating the performance information from the last session and highlights the session change to the therapists.
• Combines Case Reasoning (CBR) with regression.

PRESCRIPTIVE

• Select a subset of the suitable exercises by using a CBR system that, by measuring the clinical and performance similarities, classifies activities according to previous experience.
• Weighs each activity according to its previous effectiveness.
• Finally, a linear optimizer is used to generate proposed sessions.

Stroke is one of the most common neurological diseases in our environment and one of the most common main causes of mortality and disability. About 80% of people who suffer stroke have motor problems in the upper limb. These movement problems have impact directly on the person's autonomy to perform daily life activities, affecting the participation in the community and diminished his quality of life.

The motor problems recovery and the person autonomy depend on the rehabilitation, which is defined as a process aimed at allowing people with some disability reach and maintain their functional physical, sensory, intellectual, psychological and social benefits, providing them with tools to achieve independence and self-determination [1]. The rehabilitation after the stroke is a process complex and long in time. In the chronic phase of the disease different studies have been shown that the person needs to carry out activities in order to maintain their own functionality and continue improving [2]. In this sense, there is one increasing need to design and validate new therapeutic interventions that may be perform the chronic phase and be based on scientific evidence.