Symptom dimensions in first episode psychosis: predicting clinical outcomes using natural language processing

Patel, Rashmi (Primary Investigator)

Psychosis Studies

Project: Research

7 Meeting abstract
4 Article
1 Conference contribution

12 results

2020

Investigating Comorbidity of Mental and Physical Disorders in Online Health Forums
Abdollahyan, M., Smeraldi, F., Patel, R. & Bessant, C., 7 Jan 2020, Proceedings of APPIS 2020 - 3rd International Conference on Applications of Intelligent Systems. Petkov, N., Strisciuglio, N. & Travieso-Gonzalez, C. M. (eds.). Association for Computing Machinery (ACM), 3378195. (ACM International Conference Proceeding Series).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)
Predicting high-cost care in a mental health setting
Colling, C., Khondoker, M., Patel, R., Fok, M., Harland, R., Broadbent, M., McCrone, P. & Stewart, R., 17 Jan 2020, In: BJPsych Open. 6, 1, e10.
Research output: Contribution to journal › Article › peer-review

Open Access
6 Citations (Scopus)
2019
Community Treatment Orders and associations with readmission rates and duration of psychiatric hospital admission: A controlled electronic case register study
Barkhuizen, W., Cullen, A. E., Shetty, H., Pritchard, M., Stewart, R., McGuire, P. & Patel, R., 4 Dec 2019, (Accepted/In press) In: BMJ Open.
Research output: Contribution to journal › Article › peer-review

Open Access
24 Citations (Scopus)
F55. CLINICAL OUTCOMES ASSOCIATED WITH ILLICIT SUBSTANCE USE IN FIRST EPISODE PSYCHOSIS (FEP): A TEXT MINING STUDY OF ELECTRONIC HEALTH RECORDS
Patel, R., Colling, C., Jyoti, J., Jackson, R. G., Stewart, R. J. & McGuire, P., 9 Apr 2019, In: Schizophrenia Bulletin. 45, S2, p. S276 1 p.
Research output: Contribution to journal › Meeting abstract › peer-review

Open Access
O3.3. COMORBID SUBSTANCE USE DISORDERS ASSOCIATED WITH LIFE EXPECTANCY REDUCTION IN PEOPLE WITH PSYCHOTIC DISORDERS: AN ELECTRONIC CASE REGISTER STUDY
Patel, R., Chesney, E., Holland, S., Chang, C.-K., Pritchard, M. R. & McGuire, P., 9 Apr 2019, In: Schizophrenia Bulletin. 45, S2, p. S166 1 p.
Research output: Contribution to journal › Meeting abstract › peer-review

Open Access
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
F228. EFFECTIVENESS OF PALIPERIDONE PALMITATE VS OTHER LONG-ACTING INJECTABLE (LAI) ANTIPSYCHOTICS – AN ELECTRONIC CASE REGISTER STUDY
Patel, R., Chesney, E., Taylor, M. J., Taylor, D. M. & McGuire, P., 1 Apr 2018, In: Schizophrenia Bulletin. 44, suppl_1, p. S310-S311 2 p.
Research output: Contribution to journal › Meeting abstract › peer-review

Open Access
Illicit Substance Use in First Episode Psychosis (FEP): A Natural Language Processing (NLP) Electronic Health Record Study
Patel, R., Colling, C., Jyoti, J., Jackson, R. G., Stewart, R. J. & McGuire, P., 17 Sept 2018, In: Early Intervention in Psychiatry. 12, S1, p. 99 1 p.
Research output: Contribution to journal › Meeting abstract › peer-review
Negative Symptoms in First Episode Psychosis (FEP) Predict Antipsychotic Treatment Failure: A Natural Language Processing (NLP) Electronic Health Record Study
Patel, R., Colling, C., Jyoti, J., Jackson, R. G., Stewart, R. J. & McGuire, P., 17 Sept 2018, In: Early Intervention in Psychiatry. 12, S1, p. 120 1 p.
Research output: Contribution to journal › Meeting abstract › peer-review
T101. ENRICHING PSYCHOTIC DISORDER CLASSIFICATION USING NATURAL LANGUAGE PROCESSING
Patel, R., Jackson, R. G., Stewart, R. J. & McGuire, P., 1 Apr 2018, In: Schizophrenia Bulletin. 44, S1, p. S154-S155 2 p.
Research output: Contribution to journal › Meeting abstract › peer-review

Open Access
The Camden & Islington Research Database: Using electronic mental health records for research
Werbeloff, N., Osborn, D. P. J., Patel, R., Taylor, M. J., Stewart, R. J., Broadbent, M. & Hayes, J. F., 29 Jan 2018, In: PLOS One.
Research output: Contribution to journal › Article › peer-review

Open Access
File
24 Citations (Scopus)

260 Downloads (Pure)
2017
Natural language processing to extract symptoms of severe mental illness from clinical text: The Clinical Record Interactive Search Comprehensive Data Extraction (CRIS-CODE) project
Jackson, R. G., Patel, R., Jayatilleke, N., Kolliakou, A., Ball, M., Gorrell, G., Roberts, A., Dobson, R. J. & Stewart, R., 17 Jan 2017, In: BMJ Open. 7, 1, p. 1-10 10 p., e012012.
Research output: Contribution to journal › Article › peer-review

Open Access
File
158 Citations (Scopus)

382 Downloads (Pure)