Biomedical Applications.- Anemia Detection using a Full Embedded Mobile Application with YOLO Algorithm.- On the Use of Convolutional Neural Network Architectures for Facial Emotion Recognition.- Automated Preprocessing Pipeline in Visual Imagery Tasks.- Multilabel and Multiclass Approaches Comparison for Respiratory Sounds Classification.- Alternative Proposals and its Applications. - Weighted Hausdor Distance Loss as a Function of Different Metrics in Convolutional Neural Networks for Ladybird Beetle Detection.- Non-linear PCA for Feature Extraction in Extreme Precipitation Events using Remote Sensing Information.