Rhythm Analysis during Cardio-pulmonary Resuscitation with Convolutional and Recurrent Neural Networks Using ECG and Optional Impedance Input -- Parallel Technique on Bidirectional Associative Memory Cohen-Grossberg Neural Network -- Prediction of the Granulometric Composition of the Silt Loading on Transport Arteries in the City of Burgas Based on Artificial Neural Networks -- Emotion Recognition Using Convolutional Neural Network -- An Intuitionistic Fuzzy Estimation Approach to Magnetic Resonance Imaging -- Bioinformatics and Biostatistical Models for Analysis and Prognosis of Antimicrobial Resistance -- Lipid Order of Membranes Isolated from Erythrocytes of Patients with Coronary Artery Disease: Correlation with Biochemical Parameters -- Stress Response of Gram-positive and Gram-negative Bacteria Induced by Metal and Non-Metal Nanoparticles. In Search of Smart Antimicrobial Agents -- Generalized Net Model of Rehabilitation Algorithm for Patients with Proximal Humeral Fracture after Surgical Treatment -- A Generalized Net Model of Time-Delay Recurrent Neural Networks with the Stochastic Gradient Descent and Dropout Algorithm.