Justin Dauwels

Summary

Publications

  1. doi request reprint A comparative study of synchrony measures for the early diagnosis of Alzheimer's disease based on EEG
    J Dauwels
    Laboratory for Information and Decision Systems, Massachusetts Institute of Technology, Cambridge, MA, USA
    Neuroimage 49:668-93. 2010
  2. doi request reprint Localization of seizure onset area from intracranial non-seizure EEG by exploiting locally enhanced synchrony
    Justin Dauwels
    Laboratory for Information and Decision Systems LIDS, Massachusetts Institute of Technology, Cambridge, MA, USA
    Conf Proc IEEE Eng Med Biol Soc 2009:2180-3. 2009
  3. doi request reprint EEG synchrony analysis for early diagnosis of Alzheimer's disease: a study with several synchrony measures and EEG data sets
    Justin Dauwels
    Laboratory for Information and Decision Systems LIDS, Massachusetts Institute of Technology, Cambridge, MA, USA
    Conf Proc IEEE Eng Med Biol Soc 2009:2224-7. 2009
  4. doi request reprint Quantifying the similarity of multiple point processes with application to early diagnosis of Alzheimer's disease from EEG
    Justin Dauwels
    MIT, Cambridge, MA 02139, USA
    Conf Proc IEEE Eng Med Biol Soc 2008:2657-60. 2008

Detail Information

Publications4

  1. doi request reprint A comparative study of synchrony measures for the early diagnosis of Alzheimer's disease based on EEG
    J Dauwels
    Laboratory for Information and Decision Systems, Massachusetts Institute of Technology, Cambridge, MA, USA
    Neuroimage 49:668-93. 2010
    ..The classification performance may be further improved by adding complementary features from EEG; this approach may eventually lead to a reliable EEG-based diagnostic tool for MCI and AD...
  2. doi request reprint Localization of seizure onset area from intracranial non-seizure EEG by exploiting locally enhanced synchrony
    Justin Dauwels
    Laboratory for Information and Decision Systems LIDS, Massachusetts Institute of Technology, Cambridge, MA, USA
    Conf Proc IEEE Eng Med Biol Soc 2009:2180-3. 2009
    ....
  3. doi request reprint EEG synchrony analysis for early diagnosis of Alzheimer's disease: a study with several synchrony measures and EEG data sets
    Justin Dauwels
    Laboratory for Information and Decision Systems LIDS, Massachusetts Institute of Technology, Cambridge, MA, USA
    Conf Proc IEEE Eng Med Biol Soc 2009:2224-7. 2009
    ..These results suggest that loss in EEG synchrony is indicative for early AD...
  4. doi request reprint Quantifying the similarity of multiple point processes with application to early diagnosis of Alzheimer's disease from EEG
    Justin Dauwels
    MIT, Cambridge, MA 02139, USA
    Conf Proc IEEE Eng Med Biol Soc 2008:2657-60. 2008
    ..The proposed method seems to be more sensitive to AD induced perturbations in EEG synchrony than classical similarity measures...