Intelligent management of sepsis in the intensive care unit / Vicent J. Ribas ... [et al.] -- Statistical pattern recognition techniques for early diagnosis of diabetic neuropathy by posturographic data / Claudia Diamantini, Sandro Fioretti, Domenico Potena -- Preprocessing MRS information for classification of human brain tumours / C. J. Arizmendi, A. Vellido, E. Romero -- Semi-supervised clustering for the identification of different cancer types using the gene expression profiles / Manuel Martín-Merino -- Real-time robust heart rate estimation based on Bayesian framework and grid filters / Radoslav Bortel, Pavel Sovka -- Automated diagnostics of coronary artery disease: long-term results and recent advancements / Matjaž Kukar, Igor Kononenko, Ciril Grošelj -- The use of prediction reliability estimates on imbalanced datasets: a case study of wall shear stress in the human carotid artery bifurcation / Domen Košir, Zoran Bosnic, Igor Kononenko -- Pattern mining for outbreak discovery preparedness / Zalizah Awang Long ... [et al.] -- Development of surrogate models of orthopedic screws to improve biomechanical performance: comparisons of artificial neural networks and multiple linear regressions / Ching-Chi Hsu -- Dashboard to support the decision-making within a chronic disease: a framework for automatic generation of alerts and KPIs / Leonor Teixeira, Vasco Saavedra, João Pedro Simões -- Identification of motor functions based on an EEG analysis / Aleš Belic, Vito Logar -- Visual data mining in physiotherapy using self-organizing maps: a new approximation to the data analysis / Yasser Alakhdar ... [et al.] -- Kernel generative topographic mapping of protein sequences / M.I. Cardenas ... [et al.] -- Medical critiquing systems / Ian Douglas -- Learning probabilistic graphical models: a review of techniques and applications in medicine / Juan I. Alonso-Barba ... [et al.] -- Natural language processing and machine learning techniques help achieve a better medical practice / Oana Frunza -- Modeling interpretable fuzzy rule-based classifiers for medical decision support / Jose M. Alonso, Ciro Castiello, Corrado Mencar -- Extraction of medical pathways from electronic patient records / Dario Antonelli ... [et al.] -- Building a lazy domain theory for characterizing malignant melanoma / Eva Armengol, Susana Puig.