Data and Signal Processing Research Group (DSP)
The Data and Signal Processing Research Group is an emergent group recognized by the Catalan Government (Generalitat de Catalunya, ref. 2014SGR-55). The DSP group develops its research in the field of advanced signal processing, machine learning and gamification techniques in several areas, with special interest in biosignals, biometrics for health, mHealth and eHealth. In these areas our main objective is to improve early detection of cognitive diseases (Alzheimer's disease, Parkinson, essential tremor) using both direct (EEG, MRI) and indirect (speech, image, handwriting) measurements of brain activity, to develop new Brain Computer Interfaces (BCI) for neurorehabilitation, and to integrate wareble devices to monitor/supervise human activities for medical applications through Internet of Things (IoT). The group is multidisciplinary and collaborates with other research groups, hospitals and enterprises (both national and international) in its projects.
Main projects
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1.
Cerebral plasticity induced by intensive remediation in children with mathematical difficulties. A magnetic resonance imaging study
Funding Entity: RecerCaixa
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2.
Development of Signal Processing Tools for Bioinformatic Data Analysis
Funding Entity: MICINN, ref. AR2009-0010
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3.
El síndrome de la pesca: cambios multi-escala inducidos por las respuestas de los peces a la pesca. Soluciones tecnológicas.
Funding entity: MINECO, Ref: CTM2015-69126-C2-2-R
Institutions
Bioinformatics expertise:
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Algorithmics (26)
- AIZON (Aizon)
- Algorithms, Computational Biology, Complexity and Formal Methods (UPC)
- Amalfi Analytics (Amalfi)
- Artificial Intelligence Research Institute (CSIC)
- Biomedical Signal Processing and Interpretation (IBEC)
- Chemometrics for Environmental Omics (CSIC)
- Comparative Bioinformatics (CRG)
- Computational & Mathematical Biology (CRM)
- Computational Biology and Complex Systems Group (UPC)
- Computational continuum mechanics (UPC)
- Computational RNA Biology group of GRIB (UPF, IMIM)
- Computational Science group of GRIB (UPF, IMIM)
- Computer Vision and Robotics Group (UdG)
- Control Engineering and Intelligent Systems (UdG)
- Data and Signal Processing Research Group (UVic-UCC)
- Distributed Computation Group (UdL)
- High Performance Computing Applications for Science and Engineering - Bioinformatics (UAB)
- IN2 Ingeniería de la Información (IN2)
- Internet Computing & Systems Optimization (FUOC)
- Laboratory of Relational Algorithmics, Complexity and Learnability (UPC)
- Laboratory of Systems Pharmacology and Bioinformatics (UAB)
- Modelling, Identification and Control Engineering (UdG)
- Numerical Genomics - Statistical and population genomics (CRAG)
- Research Group on Statistics, Econometrics and Health (UdG)
- Signal and Information Processing for Sensing Systems (IBEC)
- Soft Computing (UPC)
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Bioinformatics of Disease and Treatment (31)
- Bacterial Pathogenesis and Antimicrobials (UAB)
- Bioinformatics and Medical Statistics (UVic-UCC)
- Biomedical Genomics (IRB Barcelona)
- Biomedical Signal Processing and Interpretation (IBEC)
- Cancer Genomics Group (VHIO)
- Computational Biology & Drug Design (UB)
- Computational Biology of RNA processing (CRG)
- Computational continuum mechanics (UPC)
- Computational Genomics (BSC)
- Computational RNA Biology group of GRIB (UPF, IMIM)
- Data and Signal Processing Research Group (UVic-UCC)
- Epigenetics of Endocrine Pancreatic Tumours (IGTP)
- Genomics and Bioinformatics Service (UAB)
- Hereditary Cancer Group (IGTP)
- High Content Genomics and Bioinformatics (IGTP)
- Information System for Research in Primary Care (IDIAP Jordi Gol)
- Institut Universitari de Neurorehabilitació Guttmann ()
- Integrative Biomedical Informatics group of GRIB (UPF, IMIM)
- Integrative Systems Biology, Metabolomics and Cancer (UB)
- Laboratory of Computational Medicine (UAB)
- Mechanics of development and disease (IBEC)
- Modeling of Biological systems & Drug Design (UB)
- Modelling, Identification and Control Engineering (UdG)
- Molecular Engineering Group (URL)
- Nutrition, Eumetabolism and Health (UdG)
- Roche Diagnostics (Roche)
- Signal and Information Processing for Sensing Systems (IBEC)
- Soft Computing (UPC)
- The CRG Bioinformatics Unit (CRG)
- The Human Microbiome Lab (VHIR)
- Translational Bioinformatics group (VHIR)
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Biomedical Informatics (46)
- Bioinformatics and Medical Statistics (UVic-UCC)
- Bioinformatics Core Unit (CRAG)
- Biomedical Genomics (IRB Barcelona)
- Biomedical Signal Processing and Interpretation (IBEC)
- Biostatistics and Bioinformatics Research Group (UPC)
- BITAC (BITAC)
- Centre Nacional d'Anàlisi Genòmica CNAG-CRG (CRG)
- Clinical statistics and biodiversity (UB)
- Computational & Mathematical Biology (CRM)
- Computational Bioinformatics Node (National Institute of Bioinformatics - INB) (BSC)
- Computational Biology & Drug Design (UB)
- Computational Biology and Complex Systems Group (UPC)
- Computational Biology of RNA processing (CRG)
- Computational RNA Biology group of GRIB (UPF, IMIM)
- Control Engineering and Intelligent Systems (UdG)
- Costaisa (Costaisa)
- Data and Signal Processing Research Group (UVic-UCC)
- Disease Genomics (IGTP)
- Distributed Computation Group (UdL)
- Functional Genomics group of GRIB (UPF, IMIM)
- Genomics and Bioinformatics Service (UAB)
- Hereditary Cancer Group (IGTP)
- Information Modeling and Processing (UPC)
- Information System for Research in Primary Care (IDIAP Jordi Gol)
- Institute for Innovation and Knowledge Management (ESADE)
- Integrative Biomedical Informatics group of GRIB (UPF, IMIM)
- Integrative Systems Biology, Metabolomics and Cancer (UB)
- Laboratory of Relational Algorithmics, Complexity and Learnability (UPC)
- Laboratory of Systems Pharmacology and Bioinformatics (UAB)
- Mathematical Modeling of Metabolic Processes (UdL)
- Mechanics of development and disease (IBEC)
- Mechanisms of cancer and cell differentiation (IGTP)
- Mind the Byte ()
- Modeling of Biological systems & Drug Design (UB)
- Modelling, Identification and Control Engineering (UdG)
- Molecular Modelling and Bioinformatics (UB, IRB Barcelona)
- Pharmacelera ()
- Research Group on Artificial Intelligence (URV)
- Roche Diagnostics (Roche)
- Soft Computing (UPC)
- Systems Pharmacology group of GRIB (UPF, IMIM)
- The Computational Chembiological Team (UAB)
- The CRG Bioinformatics Unit (CRG)
- The Human Microbiome Lab (VHIR)
- Theoretical Chemistry, Modelling and Molecular Engineering (UdG)
- Translational Bioinformatics group (VHIR)
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Biostatistics (21)
- AIZON (Aizon)
- Bioinformatics and Medical Statistics (UVic-UCC)
- Biomedical Signal Processing and Interpretation (IBEC)
- Biostatistics and Bioinformatics Research Group (UPC)
- Cancer genetics and epigenetics (IGTP)
- Chemometrics for Environmental Omics (CSIC)
- Clinical statistics and biodiversity (UB)
- Compositional and Spatial Data Analysis (UPC)
- Data and Signal Processing Research Group (UVic-UCC)
- Functional Genomics group of GRIB (UPF, IMIM)
- Genome Data Science (IRB Barcelona)
- IN2 Ingeniería de la Información (IN2)
- Mathematical Modeling of Metabolic Processes (UdL)
- Modelling, Identification and Control Engineering (UdG)
- Numerical Genomics - Statistical and population genomics (CRAG)
- Quantitative Psychology. Quantitative and Computational Neuroscience (UB)
- Research Group on Statistics, Econometrics and Health (UdG)
- Science and Engineering of Emerging Systems (URV)
- Sequentia Biotech (SeqBio)
- Statistics and Bioinformatics Research Group (UB)
- Statistics and Bioinformatics Unit (VHIR)
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Medical Imaging (7)
- Computer Vision and Robotics Group (UdG)
- Data and Signal Processing Research Group (UVic-UCC)
- Graphics and Imaging Laboratory (UdG)
- Institute for Innovation and Knowledge Management (ESADE)
- Nonlinear dynamics, nonlinear optics and lasers (UPC)
- Scene understanding & Artificial Intelligence (FUOC)
- Soft Computing (UPC)
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Systems Biology and Networks (27)
- Algorithms, Computational Biology, Complexity and Formal Methods (UPC)
- Bioinformatics and Medical Statistics (UVic-UCC)
- Bioinformatics Core Unit (CRAG)
- Bioinformatics Platform (IDIBAPS)
- Biological Chemistry and Biotechnology Group (URL)
- Computational Biology and Complex Systems Group (UPC)
- Computational Biology of RNA processing (CRG)
- Computational Science group of GRIB (UPF, IMIM)
- Control Engineering and Intelligent Systems (UdG)
- Data and Signal Processing Research Group (UVic-UCC)
- Evolution of Insect Metamorphosis (UPF, CSIC)
- Functional Genomics group of GRIB (UPF, IMIM)
- Genome Data Science (IRB Barcelona)
- Integrative Systems Biology, Metabolomics and Cancer (UB)
- Laboratory of Systems Pharmacology and Bioinformatics (UAB)
- Mathematical Modeling of Metabolic Processes (UdL)
- Molecular Modelling and Bioinformatics (UB, IRB Barcelona)
- Nonlinear dynamics, nonlinear optics and lasers (UPC)
- Nutrition, Eumetabolism and Health (UdG)
- Science and Engineering of Emerging Systems (URV)
- Sequentia Biotech (SeqBio)
- Statistics and Bioinformatics Unit (VHIR)
- Structural BioInformatics group of GRIB (UPF, IMIM)
- Structural Informatics & Network Biology (IRB Barcelona)
- The CRG Bioinformatics Unit (CRG)
- Theoretical Chemistry, Modelling and Molecular Engineering (UdG)
- UPC Dinamical Systems (UPC)