Healthcare Computer Reasoning Addressing Chronically Ill Societies Using IoT: Deep Learning AI to the Rescue of Home-Based Healthcare

The authors present a proposal to develop intelligent assisted living environments for home based healthcare. These environments unite the chronical patient clinical history sematic representation with the ability of monitoring the living conditions and events recurring to a fully managed Semantic Web of Things (SWoT). Several levels of acquired knowledge and the case based reasoning that is possible by knowledge representation of the health-disease history and acquisition of the scientific evidence will deliver, through various voice based natural interfaces, the adequate support systems for disease auto management but prominently by activating the less differentiated caregiver for any specific need. With these capabilities at hand, home based healthcare providing becomes a viable possibility reducing the institutionalization needs. The resulting integrated healthcare framework will provide significant savings while improving the generality of health and satisfaction indicators.

Self-care in Patients with Heart Failure

Objectives: To adapt for the Portuguese language the Self-Care of Heart Failure Index V6.2, analyse the self-care in maintenance, management skills and self-confidence of patients with heart failure who attend the nursing consultation of two Hospitals. Method: Explo- ratory study, sample 110 patients who frequented the nursing consultation for patients with heart failure of two Portuguese hospitals, conducted in the period of 6 months. He appea- led to the descriptive statistics and psychometric tests. Results: Internal consistency similar to the original scale. Mostly elderly, low literacy patients in self-care, low values associated with physical activity to the control of salt in meals taken away from home and inadequate control of signs and symptoms. Conclusion: Patients’ present difficulties in maintenance and management of the disease are self-confident face anyway. This instrument allows for individualized assessment leading to decision-making and action adjusted.