Jussi Mattila

Summary

Affiliation: VTT Biotechnology
Country: Finland

Publications

  1. ncbi Mobile tools for home-based cardiac rehabilitation based on heart rate and movement activity analysis
    Jussi Mattila
    VTT Technical Research Centre of Finland, Tampere, Finland
    Conf Proc IEEE Eng Med Biol Soc 2009:6448-52. 2009
  2. ncbi Design and application of a generic clinical decision support system for multiscale data
    Jussi Mattila
    VTT Technical Research Centre of Finland, Tampere, Finland
    IEEE Trans Biomed Eng 59:234-40. 2012
  3. ncbi Improved classification of Alzheimer's disease data via removal of nuisance variability
    Juha Koikkalainen
    VTT Technical Research Centre of Finland, Tampere, Finland
    PLoS ONE 7:e31112. 2012
  4. ncbi A disease state fingerprint for evaluation of Alzheimer's disease
    Jussi Mattila
    VTT Technical Research Centre of Finland, Tampere, Finland
    J Alzheimers Dis 27:163-76. 2011
  5. ncbi Optimizing the diagnosis of early Alzheimer's disease in mild cognitive impairment subjects
    Jussi Mattila
    VTT Technical Research Centre of Finland, Tampere, Finland
    J Alzheimers Dis 32:969-79. 2012
  6. ncbi Discovery and use of efficient biomarkers for objective disease state assessment in Alzheimer's disease
    Mark van Gils
    VTT Technical Research Centre of Finland, Tampere, Finland
    Conf Proc IEEE Eng Med Biol Soc 2010:2886-9. 2010
  7. ncbi Heterogeneous biological network visualization system: case study in context of medical image data
    Erno Lindfors
    VTT Technical Research Centre of Finland, Tietotie 2, Espoo, Finland
    Adv Exp Med Biol 736:95-118. 2012

Collaborators

Detail Information

Publications7

  1. ncbi Mobile tools for home-based cardiac rehabilitation based on heart rate and movement activity analysis
    Jussi Mattila
    VTT Technical Research Centre of Finland, Tampere, Finland
    Conf Proc IEEE Eng Med Biol Soc 2009:6448-52. 2009
    ..The measured data are also sent to a server for remote exercise performance analysis and consultation by the patient's personal mentor...
  2. ncbi Design and application of a generic clinical decision support system for multiscale data
    Jussi Mattila
    VTT Technical Research Centre of Finland, Tampere, Finland
    IEEE Trans Biomed Eng 59:234-40. 2012
    ..The system is evaluated by applying it to several medical datasets and demonstrated by implementing a novel clinical decision support tool for early prediction of Alzheimer's disease...
  3. ncbi Improved classification of Alzheimer's disease data via removal of nuisance variability
    Juha Koikkalainen
    VTT Technical Research Centre of Finland, Tampere, Finland
    PLoS ONE 7:e31112. 2012
    ..In conclusion, the study shows that the excess variability caused by nuisance features should be removed from the data to improve the classification accuracy, and therefore, the reliability of diagnosis making...
  4. ncbi A disease state fingerprint for evaluation of Alzheimer's disease
    Jussi Mattila
    VTT Technical Research Centre of Finland, Tampere, Finland
    J Alzheimers Dis 27:163-76. 2011
    ..The results suggest that the DSF establishes an effective decision support and data visualization framework for improving AD diagnostics, allowing clinicians to rapidly analyze large quantities of diverse patient data...
  5. ncbi Optimizing the diagnosis of early Alzheimer's disease in mild cognitive impairment subjects
    Jussi Mattila
    VTT Technical Research Centre of Finland, Tampere, Finland
    J Alzheimers Dis 32:969-79. 2012
    ..5%, 95% confidence interval: 48.6-54.2%) of MCI subjects who progressed to AD can be classified with a high accuracy of 87.7%, possibly enough to support earlier diagnostic decisions...
  6. ncbi Discovery and use of efficient biomarkers for objective disease state assessment in Alzheimer's disease
    Mark van Gils
    VTT Technical Research Centre of Finland, Tampere, Finland
    Conf Proc IEEE Eng Med Biol Soc 2010:2886-9. 2010
    ..Optimal feature combinations are to be used in a Clinical Decision Support System that is to be used in clinical AD diagnosis practice...
  7. ncbi Heterogeneous biological network visualization system: case study in context of medical image data
    Erno Lindfors
    VTT Technical Research Centre of Finland, Tietotie 2, Espoo, Finland
    Adv Exp Med Biol 736:95-118. 2012
    ..The flexibility of megNet assures that the tool can be applied in diverse applications, from target discovery in medical applications to metabolic engineering in industrial biotechnology...