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Forecasting depression in bipolar disorder.

Abstract:

Bipolar disorder is characterized by recurrent episodes of mania and depression and affects about 1% of the adult population. The condition can have a major impact on an individual's ability to function and is associated with a long-term risk of suicide. In this paper, we report on the use of self-rated mood data to forecast the next week's depression ratings. The data used in the study have been collected using SMS text messaging and comprises one time series of approximately weekly mood rat...

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Publication status:
Published

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Publisher copy:
10.1109/tbme.2012.2210715

Authors


Little, MA More by this author
McSharry, PE More by this author
More by this author
Institution:
University of Oxford
Department:
Oxford, MSD, Psychiatry
More by this author
Institution:
University of Oxford
Department:
Oxford, MSD, Psychiatry
Journal:
IEEE transactions on bio-medical engineering
Volume:
59
Issue:
10
Pages:
2801-2807
Publication date:
2012-10-05
DOI:
EISSN:
1558-2531
ISSN:
0018-9294
URN:
uuid:1b9998ae-ef97-4ec1-80a1-f43efa13a1ae
Source identifiers:
344209
Local pid:
pubs:344209

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