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Journal article

Detecting early signs of depressive and manic episodes in patients with bipolar disorder using the signature-based model

Abstract:

Background: Recurrent major mood episodes and subsyndromal mood instability cause substantial disability in patients with bipolar disorder. Early identification of mood episodes enabling timely mood stabilisation is an important clinical goal. Recent technological advances allow the prospective reporting of mood in real time enabling more accurate, efficient data capture. The complex nature of these data streams in combination with challenge of deriving meaning from missing data mean pose ...

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Publication status:
Not published
Peer review status:
Not peer reviewed

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Institution:
University of Oxford
Division:
MPLS
Department:
Mathematics Institute
Role:
Author
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Institution:
University of Oxford
Division:
Medical Sciences Division
Department:
Psychiatry
Role:
Author
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Institution:
University of Oxford
Division:
Medical Sciences Division
Department:
Psychiatry
Role:
Author
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Institution:
University of Oxford
Division:
MSD
Department:
Psychiatry
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Mathematics Institute
Role:
Author
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Funding agency for:
Kormilitzin, A
Grant:
102616/Z
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Funding agency for:
Saunders, K
Grant:
102616/Z
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Funding agency for:
Saunders, K
Grant:
102616/Z
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Funding agency for:
Harrison, P
Grant:
102616/Z
More from this funder
Funding agency for:
Harrison, P
Grant:
102616/Z
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Journal:
arXiv
Source identifiers:
713585
Keywords:
Pubs id:
pubs:713585
UUID:
uuid:b6a952d5-9fb8-4ce2-828b-6d6f9ad20653
Local pid:
pubs:713585
Deposit date:
2017-10-13

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