Digital capabilities in data processing, AI and platform development
Long track record of working with leading hospitals including Hospital Clínic de Barcelona and Hospital Vall d’Hebron de Barcelona. Experience in projects related to infectious processes with analysis of data from ICU patients at risk of infectious processes and sepsis, including intensive ICU monitoring data as well as clinical and epidemiological data enriched with biological data from patients sequenced in our Centre for Omic Sciences, in order to build models and tools to aid clinical detection in the prognosis and prediction of complications, readmissions and mortality.
4. Developing applications and platforms for managing and analysing medical data: proven experience in data analytics for life sciences (clinical, epidemiological, biological, medical imaging and physiological and biometric sensor data). Application of statistical and bioinformatics techniques, machine learning and artificial intelligence across the entire data lifecycle (acquisition, healing, pre-processing, statistical characterisation and development and validation of predictive models based on Deep Learning or other AI techniques).
5. Data analysis capabilities as coordinators of the CIDAI (Centre for Innovation in Data Tech and Artificial Intelligence).
6. Proprietary computing cluster (CPUs + GPUs) which allows for complex and computationally-intensive big data and AI projects. Data analytics for establishing mobility patterns.