Predicting clinical and functional outcomes in psychosis using machine learning.

Patel, Rashmi (Primary Investigator)
Dazzan, Paola (Co-Investigator)
McGuire, Philip (Co-Investigator)
Mechelli, Andrea (Co-Investigator)
Stewart, Robert (Co-Investigator)

Project: Research

12 Meeting abstract
10 Article
1 Poster abstract

12 results

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2018
Does physical health monitoring reduce mortality in people with psychotic disorders?
Ilyas, A., Chesney, E. & Patel, R., 4 Mar 2018, In: European Psychiatry. 48, Supplement, p. S237 1 p., PW0263.
Research output: Contribution to journal › Meeting abstract › peer-review
2016
Clinical outcomes and mortality associated with weekend admission to psychiatric hospital: implications for provision of 7 day mental health care in the National Health Service
Patel, R., Chesney, E., Cullen, A., Tulloch, A. D., Broadbent, M., Stewart, R. J. & McGuire, P., 25 Feb 2016, In: The Lancet. 387, Supplement 1, p. S79 S0140-6736(16)00466-9.
Research output: Contribution to journal › Meeting abstract › peer-review
Delays to diagnosis and treatment in patients presenting to mental health services with bipolar disorder
Patel, R., Shetty, H., Jackson, R. G., Broadbent, M., Stewart, R. J., Boydell, J. E., McGuire, P. & Taylor, M. J., 13 Mar 2016, In: European Psychiatry. 33, p. S75 2 p.
Research output: Contribution to journal › Meeting abstract › peer-review
Impact of cannabis use on clinical outcomes and treatment failure in first episode psychosis
Patel, R., Wilson, R., Jackson, R. G., Ball, M., Shetty, H., Broadbent, M., Stewart, R. J., McGuire, P. & Bhattacharyya, S., 4 Apr 2016, (Accepted/In press) In: NPJ SCHIZOPHRENIA. 2, p. M111 16008.
Research output: Contribution to journal › Meeting abstract › peer-review

Open Access
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68 Downloads (Pure)
Investigating Mood Instability in Psychotic Disorders Using Natural Language Processing (NLP)
Patel, R., Lloyd, T., Jackson, R. G., Ball, M., Shetty, H., Broadbent, M., Geddes, J., Stewart, R. J., McGuire, P. & Taylor, M. J., 3 Oct 2016, In: Early Intervention in Psychiatry. 10, S1, p. 106 1 p., eip.12396.
Research output: Contribution to journal › Meeting abstract › peer-review
Mood Instability and Clinical Outcomes in Mental Health Disorders: A Natural Language Processing (NLP) Study
Patel, R., Lloyd, T., Jackson, R. G., Ball, M., Shetty, H., Broadbent, M., Geddes, J., Stewart, R. J., McGuire, P. & Taylor, M. J., 14 Mar 2016, In: European Psychiatry. 33, p. S265-S266
Research output: Contribution to journal › Meeting abstract › peer-review
Predicting clinical outcomes in psychotic disorders using electronic case registers and natural language processing
Patel, R., Stewart, R. J. & McGuire, P., 5 Apr 2016, (Accepted/In press) In: NPJ SCHIZOPHRENIA. 2, p. T139 16007.
Research output: Contribution to journal › Meeting abstract › peer-review

Open Access
File
64 Downloads (Pure)
Which Antidepressants are Associated with Increased Risk of Developing Mania? A Retrospective Electronic Case Register Cohort Study
Patel, R., Reiss, P., Shetty, H., Broadbent, M., Stewart, R. J., McGuire, P. & Taylor, M. J., 14 Mar 2016, In: European Psychiatry. 33, p. S271
Research output: Contribution to journal › Meeting abstract › peer-review
2015
Prodromal services improve clinical outcomes in people who present with an established first episode of psychosis
Patel, R., Fusar-Poli, P., M Díaz-Caneja, C., Valmaggia, L., Byrne, M., Badger, S., Garety, P., Shetty, H., Broadbent, M., Stewart, R. & McGuire, P., 1 Mar 2015, In: Schizophrenia Bulletin. 41, S1, p. S150-S151 2 p., 2098271.
Research output: Contribution to journal › Meeting abstract › peer-review

Open Access
2014

Association of antidepressant therapy with onset of mania
Patel, R., Shetty, H., Boydell, J., McGuire, P. & Taylor, M., Mar 2014, In: European Neuropsychopharmacology. 24, Supplement 1, p. S58-S59 2 p.
Research output: Contribution to journal › Meeting abstract › peer-review

139 Downloads (Pure)
Identifying negative symptoms in schizophrenia and association with clinical outcomes using natural language processing
Patel, R., Jayatilleke, N., Jackson, R., Shetty, H., Stewart, R. & McGuire, P., 5 Apr 2014, In: Schizophrenia Research. 153, Supplement 1, p. S151 1 p.
Research output: Contribution to journal › Meeting abstract › peer-review

15 Downloads (Pure)
Investigation of negative symptoms in schizophrenia with a machine learning text-mining approach
Patel, R., Jayatilleke, N., Jackson, R., Stewart, R. & McGuire, P., 26 Feb 2014, In: The Lancet. 383, Supplement 1, p. S16 1 p., S0140-6736(14)60279-8.
Research output: Contribution to journal › Meeting abstract › peer-review
9 Downloads (Pure)