Welcome to the 21st WCP Virtual Congress Program Scheduling

DNN Mood-Analyzer is part of a more holistic approach to the diagnosis of affective disorders using DNN/CNN-type neural networks (ANN) and expert systems (ES) technology. The knowledge base (KB) of which was developed by Dr K. Kielan .ES Salomon is built using the hybrid expert system shell called PC-Expert, which is part of the AI software package called Sphinx by Prof. Krzysztof Michalik. The life-APP application is designed for self-management of anxiety and sleep disorders, using the digital form of biological treatment. Breathing feedback is an original solution that transforms sound into image on the smartphone interface. The solution is based on behavioural therapy. The app is currently being tested among students exposed to chronic stress from the COVDI-19 and lockdown. Recommender systems (RSs) are already used in various commercial web applications. It will also describe considerations for the deployment of RS-based tools and techniques in mental healthcare: (1) patient empowerment (patient-centered care) and doctor-patient relationship (relationship centered care), (2) provision for transparency and trustworthiness of recommendations, (3) short term and long-term ethical issues, such as belief formation and behaviour modification, (4) compliance with the medical data privacy, and (5) adherence to the regulations for medical software (e.g., Software as Medical Device).