2022_23
Educational guide 
School of Engineering
A A A 
english 
Biomedical Data Science (2022)
 Competences


Type A Code Competences Specific
  CE1 CE1. Identify and solve, with the appropriate requirements, the challenges and needs related to data science in hospital settings, health administrations, research centers and companies in the health sector.
  CE2 CE2. Recognize and distinguish the structure of the different types of data generated in the clinical environment, their main characteristics, their quality, the basic methods for their processing, as well as the ethical, regulatory, privacy and confidentiality aspects that govern their management and analysis
  CE3 CE3. Design, implement and evaluate management, storage and processing systems for large volumes of clinical or health-related data, anticipating their performance, efficiency, scalability and fault tolerance.
  CE4 CE4. Manage and implement statistical, machine learning and visualization techniques to extract information from health data and critically evaluate the results obtained from them.
  CE5 CE5. Apply data science to multidisciplinary projects based on data derived from clinical imaging, biomedical instrumentation, -omics technologies and/or epidemic monitoring in order to assist medical diagnosis and public health decision-making.
  CE6 CE6. Design, manage and run health data science projects, leading their start-up, their continuous improvement and assessing their social and economic impact
  CE7 CE7. Value a solution based on data science to a clinical problem by identifying and linking those key issues related to the entrepreneurship and innovation project.
  CE8 CE8. Present, defend and evaluate an original work carried out individually in front of a panel of experts, consisting of a data science project applied to the field of health in which the knowledge and skills acquired throughout the master's degree are synthesized.
Type B Code Competences Transversal
  CT1 Become sufficiently independent to work on research projects and scientific or technological collaborations within their thematic area
  CT2 Forming opinions on the basis of the efficient management and use of information
  CT3 Solve complex problems critically, creatively and innovatively in a particular discipline.
  CT4 Work independently and as part of a team with responsibility and initiative
  CT5 Communicate complex ideas effectively to all sorts of audiences. Written communication
  CT6 Develop abilities to manage a professional career
  CT7 Apply ethical principles and social responsibility as a citizen and a professional
Type C Code Competences Nuclear