Publications

Journal Articles

A transdiagnostic prodrome for severe mental disorders: an electronic health record study

Maite Arribas, Dominic Oliver, Rashmi Patel, Daisy Kornblum, Hitesh Shetty, Stefano Damiani, Kamil Krakowski, Umberto Provenzani, Daniel Stahl, Nikolaos Koutsouleris, Philip McGuire and Paolo Fusar-Poli

Molecular Psychiatry, In Press.

Oral and long-acting injectable antipsychotic discontinuation and relationship to side effects in people with first episode psychosis: a longitudinal analysis of electronic health record data

Rashmi Patel, Aimee Brinn, Jessica Irving, Jaya Chaturvedi, Shanmukha Gudiseva, Christoph U. Correll, Paolo Fusar-Poli and Philip McGuire

Therapeutic Advances in Psychopharmacology, Dec 2023; 13. doi: 10.1177/20451253231211575.

Associations of comorbid substance use disorders with clinical outcomes in schizophrenia using electronic health record data

Rashmi Patel, Kelly M.Y. Chan, Emily O.C. Palmer, Matthew Valko, Guruprabha Guruswamy, Sheryl Ker, Gunjan Batra, Miguel E. Rentería and Scott H. Kollins

Schizophrenia Research, Oct 2023; 260: 191-197. doi: 10.1016/j.schres.2023.08.023.

Unraveling ethnic disparities in antipsychotic prescribing among patients with psychosis: a retrospective cohort study based on electronic clinical records

Tao Wang, David Codling, Dinesh Bhugra, Yamiko Msosa, Matthew Broadbent, Rashmi Patel, Angus Roberts, Philip McGuire, Robert Stewart, Richard Dobson and Robert Harland

Schizophrenia Research, Oct 2023; 260: 168-179. doi: 10.1016/j.schres.2023.08.024.

Early trajectory of clinical global impression as a transdiagnostic predictor of psychiatric hospitalization

Maxime Taquet, Kira Griffiths, Emily OC Palmer, Sheryl Ker, Christian Liman, Soon Nan Wee, Scott H Kollins and Rashmi Patel

The Lancet Psychiatry, Mar 2023; doi: 10.1016/S2215-0366(23)00066-4.

Associations of remote mental healthcare with clinical outcomes: a natural language processing enriched electronic health record data study protocol

Muhammed Ahmed, Daisy Kornblum, Dominic Oliver, Paolo Fusar-Poli and Rashmi Patel

BMJ Open, Feb 2023; 13: e067254. doi: 10.1136/bmjopen-2022-067254.

Psychiatric healthcare resource utilization following initiation of aripiprazole once-monthly: a retrospective real-world study

Heidi C. Waters, Maelys Touya, Soon Nan Wee, Michelle Ng, Simran Thadani, Subina Surendran, Miguel Rentería, A. John Rush, Rashmi Patel, Joydeep Sarkar, Heather M. Fitzgerald and Xue Han

Current Medical Research and Opinion, Nov 2022. doi: 10.1080/03007995.2022.2148461.

Ethnic inequalities in involuntary admission under the Mental Health Act: an exploration of mediation effects of clinical care prior to the first admission

Daniela Fonseca de Freitas, Susan Walker, Patrick Nyikavaranda, Johnny Downs, Rashmi Patel, Mizanur Khondoker, Kamaldeep Bhui and Richard D. Hayes

British Journal of Psychiatry, Oct 2022. doi: 10.1192/bjp.2022.141.

Natural language processing: unlocking the potential of electronic health record data to support transdiagnostic psychiatric research

Rashmi Patel, Matthew Wickersham, Rudolf N. Cardinal, Paolo Fusar-Poli and Christoph U. Correll

Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, Sep 2022; doi: 10.1016/j.bpsc.2022.09.002.

Evaluating Physical Urban Features in Psychotic Disorders using Electronic Health Record Data

Zahra Mahabadi, Maryam Mahabadi, Sumithra Velupillai, Angus Roberts, Philip McGuire, Zina Ibrahim and Rashmi Patel

Frontiers in Digital Health, Sep 2022; 4: 874237. doi: 10.3389/fdgth.2022.874237.

Investigating the relationship between thought interference, somatic passivity and outcomes in patients with psychosis: a natural-language processing approach using a clinical records search platform in south London

Thibault Magrangeas, Anna Kolliakou, Jyoti Sanyal, Rashmi Patel and Robert Stewart

BMJ Open, Aug 2022; 12: e057433. doi: 10.1136/bmjopen-2021-057433.

Associations of presenting symptoms and subsequent adverse clinical outcomes in people with unipolar depression: a prospective natural language processing (NLP), transdiagnostic, network analysis of electronic health record (EHR) data

Rashmi Patel, Jessica Irving, Aimee Brinn, Matthew Taylor, Hitesh Shetty, Megan Pritchard, Robert Stewart, Paolo Fusar-Poli and Philip McGuire

BMJ Open, Apr 2022; 12: e056541. doi: 10.1136/bmjopen-2021-056541.

NeuroBlu, an Electronic Health Record (EHR) Trusted Research Environment (TRE) to support mental healthcare analytics with real-world data

Rashmi Patel, Soon Nan Wee, Rajagopalan Ramaswamy, Simran Thadani, Jesisca Tandi, Ruchir Garg, Nathan Calvanese, Matthew Valko, A. John Rush, Miguel E. Rentería, Joydeep Sarkar and Scott H. Kollins

BMJ Open, Apr 2022; 12: e057227. doi: 10.1136/bmjopen-2021-057227.

Ethnic inequalities in clozapine use among people with treatment-resistant schizophrenia: a retrospective cohort study using data from electronic clinical records

Daniela Fonseca de Freitas, India Patel, Giouliana Kadra-Scalzo, Megan Pritchard, Hitesh Shetty, Matthew Broadbent, Rashmi Patel, Johnny Downs, Aviv Segev, Mizanur Khondoker, James H MacCabe, Kamaldeep Bhui and Richard Hayes

Social Psychiatry and Psychiatric Epidemiology, Feb 2022. doi: 10.1007/s00127-022-02257-3.

The impact of cigarette smoking on life expectancy in schizophrenia, schizoaffective disorder and bipolar affective disorder: an electronic case register cohort study

Edward Chesney, Deborah Robson, Rashmi Patel, Hitesh Shetty, Sol Richardson, Chin-Kuo Chang, Philip McGuire and Ann McNeill

Schizophrenia Research, Dec 2021; 238: 29-35. doi: 10.1016/j.schres.2021.09.006.

Analysis of mental and physical disorders associated with COVID-19 in online health forums: a natural language processing study

Rashmi Patel, Fabrizio Smeraldi, Maryam Abdollahyan, Jessica Irving, and Conrad Bessant

BMJ Open, Nov 2021; 11: e056601. doi: 10.1136/bmjopen-2021-056601.

Demographic, clinical and laboratory associations of catatonia

Jonathan P Rogers, Thomas A Pollak, Nazifa Begum, Anna Griffin, Ben Carter, Megan Pritchard, Matthew Broadbent, Anna Kolliakou, Jessie Ke, Robert Stewart, Rashmi Patel, Adrian Bomford, Ali Amad, Michael S Zandi, Glyn Lewis, Timothy R Nicholson and Anthony S David

Psychological Medicine, Nov 2021. doi: 10.1017/S0033291721004402.

Life expectancy, mortality risks and cause of death in patients with serious mental illness in South East London: a comparison between 2008-2012 and 2013-2017

Chi-Kang Chang, Edward Chesney, Wei-Nung Teng, Sam Hollandt, Megan Pritchard, Hitesh Shetty, Robert Stewart, Philip McGuire and Rashmi Patel

Psychological Medicine, Sep 2021. doi: 10.1017/S0033291721002257.

Cognitive impairments in Schizophrenia: a study in a large clinical sample using Natural Language Processing

Aurelie Mascio, Robert Stewart, Riley Botelle, Marcus Williams, Luwaiza Mirza, Rashmi Patel, Thomas Pollak, Richard Dobson and Angus Roberts

Frontiers in Digital Health, Jul 2021; 3: 82. doi: 10.3389/fdgth.2021.711941.

Gender disparities in clozapine prescription in a cohort of treatment-resistant schizophrenia in the South London and Maudsley case register

Emma Wellesley Wesley, India Patel, Giouliana Kadra-Scalzo, Megan Pritchard, Hitesh Shetty, Matthew Broadbent, Aviv Segev, Rashmi Patel, Johnny Downs, James H MacCabe, Richard Hayes and Daniela Fonseca de Freitas

Schizophrenia Research, May 2021; 232: 68-76. doi: 10.1016/j.schres.2021.05.006.

Gender differences in clinical presentation and illicit substance use during first episode psychosis: a natural language processing, electronic case register study

Jessica Irving, Craig Colling, Hitesh Shetty, Megan Pritchard, Robert Stewart, Paolo Fusar-Poli, Philip McGuire and Rashmi Patel

BMJ Open, Apr 2021; 11: e042949. doi: 10.1136/bmjopen-2020-042949.

Impact of the COVID‐19 pandemic on remote mental healthcare and prescribing in psychiatry: an electronic health record study

Rashmi Patel, Jessica Irving, Aimee Brinn, Matthew Broadbent, Hitesh Shetty, Megan Pritchard, Johnny Downs, Robert Stewart, Robert Harland and Philip McGuire

BMJ Open, Mar 2021; 11: e046365. doi: 10.1136/bmjopen-2020-046365.

A Natural Language Processing Approach for Identifying Temporal Disease Onset Information from Mental Healthcare Text

Natalia Viani, Riley Botelle, Jack Kerwin, Lucia Yin, Rashmi Patel, Robert Stewart and Sumithra Velupillai

Scientific Reports, Jan 2021; 11: 757. doi: 10.1038/s41598-020-80457-0.

Individualized prediction of 2-year risk of relapse following psychosis onset: Model development in two first episode samples

Sagnik Bhattacharyya, Tabea Schoeler, Rashmi Patel, Marta di Forti, Robin M Murray, and Philip McGuire

Schizophrenia Research, Oct 2020. doi: 10.1016/j.schres.2020.09.016.

Using natural language processing on electronic health records to enhance detection and prediction of psychosis risk

Jessica Irving, Rashmi Patel, Dominic Oliver, Craig Colling, Megan Pritchard, Matthew Broadbent, Helen Baldwin, Daniel Stahl, Robert Stewart and Paolo Fusar-Poli

Schizophrenia Bulletin, Oct 2020. doi: 10.1093/schbul/sbaa126.

The association between neighbourhood characteristics and physical victimisation in men and women with mental disorders

Vishal Bhavsar, Jyoti Sanyal, Rashmi Patel, Hitesh Shetty, Sumithra Velupillai, Robert Stewart, Matthew Broadbent, James H. MacCabe, Jayati Das-Munshi and Louise M. Howard

BJPsych Open, Jul 2020. doi: 10.1192/bjo.2020.52.

Real-World Implementation of Precision Psychiatry: Transdiagnostic Risk Calculator for the Automatic Detection Of Individuals At-Risk of Psychosis

Dominic Oliver, Giulia Spada, Craig Colling, Matthew Broadbent, Helen Baldwin, Rashmi Patel, Robert Stewart, Daniel Stahl, Richard Dobson, Philip McGuire and Paolo Fusar-Poli

Schizophrenia Research, Jun 2020. doi: 10.1016/j.schres.2020.05.007.

Real-World Clinical Outcomes Two Years After Transition to Psychosis in Individuals at Clinical High Risk: Electronic Health Record Cohort Study

Paolo Fusar-Poli, Andrea De Micheli, Rashmi Patel, Lorenzo Signorini, Syed Miah, Thomas Spencer and Philip McGuire

Schizophrenia Bulletin, Apr 2020. doi: 10.1093/schbul/sbaa040.

Prevalence and Incidence of Clinical Outcomes in Patients Presenting to Secondary Mental Health Care With Mood Instability and Sleep Disturbance

Keltie McDonald, Tanya Smith, Matthew Broadbent, Rashmi Patel, John Geddes and Kate Saunders

European Psychiatry, Apr 2020. doi: 10.1192/j.eurpsy.2020.39.

Temporal Information Extraction from Mental Health Records to Identify Duration of Untreated Psychosis

Natalia Viani, Joyce Kam, Lucia Yin, André Bittar, Rina Dutta, Rashmi Patel, Robert Stewart and Sumithra Velupillai

Journal of Biomedical Semantics, Mar 2020; 11(1): 2. doi: 10.1186/s13326-020-00220-2.

Community Treatment Orders and associations with readmission rates and duration of psychiatric hospital admission: A controlled electronic case register study

Wikus Barkhuizen, Alexis E. Cullen, Hitesh Shetty, Megan Pritchard, Robert Stewart, Philip McGuire and Rashmi Patel

BMJ Open, Mar 2020; 10: e035121. doi: 10.1136/bmjopen-2019-035121.

Synthetic cannabinoid use in psychiatric patients and relationship to hospitalisation: a retrospective electronic case register study

Melissa Hobbs, Rashmi Patel, Paul D Morrison, Nicola Kalk and James M Stone

Journal of Psychopharmacology, Feb 2020. doi: 10.1177/0269881120907973.

Unipolar mania: Identification and characterisation of cases in France and the United Kingdom

Paul Stokes, Nefize Yalin, Tim Mantingh, Alessandro Colasanti, Rashmi Patel, Frank Bellivier, Marion Leboyer, Chantal Henry, Jean-Pierre Kahn, Bruno Etain and Allan Young

Journal of Affective Disorders, Feb 2020; 263: 228-235. doi: 10.1016/j.jad.2019.11.024.

Investigating Comorbidity of Mental and Physical Disorders in Online Health Forums

Maryam Abdollahyan, Fabrizio Smeraldi, Rashmi Patel and Conrad Bessant

APPIS 2020: Proceedings of the 3rd International Conference on Applications of Intelligent Systems, Jan 2020; 11, 1–5. doi: 10.1145/3378184.3378195.

Predicting high-cost care in a mental health setting

Craig Colling, Mizanur Khondoker, Rashmi Patel, Marcella Fok, Robert Harland, Matthew Broadbent, Paul McCrone and Robert Stewart

BJPsych Open, Jan 2020; 6: e10, 1–6. doi: 10.1192/bjo.2019.96.

Annotating Temporal Relations to Determine the Onset of Psychosis Symptoms

Natalia Viani, Joyce Kam, Lucia Yin, Somain Verma, Robert Stewart, Rashmi Patel and Sumithra Velupillai

MedInfo 2019, Proceedings of the 17th World Congress on Medical and Health Informatics, Aug 2019. doi:10.3233/SHTI190255.

Recorded poor insight as a predictor of service use outcomes in a cohort with first episode psychosis

Neha Ramu, Anna Kolliakou, Jyoti Jyoti, Rashmi Patel and Robert Stewart

BMJ Open, Jun 2019; 9: e028929. doi: 10.1136/bmjopen-2019-028929.

Generating Positive Psychosis Symptom Keywords from Electronic Health Records

Natalia Viani, Rashmi Patel, Robert Stewart and Sumithra Velupillai

AIME 2019, Proceedings of the 17th Conference on Artificial Intelligence in Medicine, May 2019. doi: 10.1007/978-3-030-21642-9_38.

Unmet needs in patients with brief psychotic disorders: Too ill for clinical high risk services and not ill enough for first episode services

Amedeo Minichino, Grazia Rutigliano, Sergio Merlino, Cathy Davies, Dominic Oliver, Andrea Ilario De Micheli, Rashmi Patel, Philip McGuire and Paolo Fusar-Poli

European Psychiatry, Apr 2019; 57: 26-32. doi: 10.1016/j.eurpsy.2018.12.006.

Real-world Implementation of a Transdiagnostic Risk Calculator for the Automatic Detection of Individuals at Risk of Psychosis in Clinical Routine: Study Protocol

Paolo Fusar-Poli, Dominic Oliver, Giulia Spada, Rashmi Patel, Robert Stewart, Richard Dobson and Philip Mcguire

Frontiers in Psychiatry, Mar 2019; 10: 109. doi: 10.3389/fpsyt.2019.00109.

Risk Assessment Tools and Data-Driven Approaches for Predicting and Preventing Suicidal Behaviour

Sumithra Velupillai, Gergö Hadlaczky, Enrique Baca-Garcia, Genevieve Gorrell, Nomi Werbeloff, Dong Nguyen, Rashmi Patel, Daniel Leightley, Jonathan Downs, Matthew Hotopf and Rina Dutta

Frontiers in Psychiatry, Feb 2019; 10: 36. doi: 10.3389/fpsyt.2019.00036.

Time Expressions in Mental Health Records for Symptom Onset Extraction

Natalia Viani, Lucia Yin, Joyce Kam, Ayunni Alawi, André Bittar, Rina Dutta, Rashmi Patel, Robert Stewart and Sumithra Velupillai

Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis, Oct 2018; 183-192. dblp key: conf/acl-louhi/VianiYKABDPSV18.

Long term outcomes of acute and transient psychotic disorders: The missed opportunity of preventive interventions

Grazia Rutigliano, Sergio Merlino, Amedeo Minichino, Rashmi Patel, Cathy Davies, Dominic Oliver, Andrea De Micheli, Philip McGuire and Paolo Fusar-Poli

European Psychiatry, Aug 2018; 52: 126-133. doi: 10.1016/j.eurpsy.2018.05.004.

Is paliperidone palmitate more effective than other long-acting injectable antipsychotics?

Rashmi Patel, Edward Chesney, Matthew Taylor, David Taylor and Philip McGuire

Psychological Medicine, Jul 2018; 48 (10): 1616-1623. doi: 10.1017/S0033291717003051.

Knowledge discovery for Deep Phenotyping serious mental illness from Electronic Mental Health records

Richard Jackson, Rashmi Patel, Sumithra Velupillai, George Gkotsis, David Hoyle and Robert Stewart

F1000Research, May 2018; 7: 210. doi: 10.12688/f1000research.13830.2.

The Camden & Islington Research Database: Using Electronic Mental Health Records for Research

Nomi Werbeloff, David P. J. Osborn, Rashmi Patel, Matthew Taylor, Robert Stewart, Matthew Broadbent and Joseph F. Hayes

PLOS One, Jan 2018; 13(1): e0190703. doi: 10.1371/journal.pone.0190703.

Negative symptoms in early-onset psychosis and their association with antipsychotic treatment failure

Johnny Downs, Harry Dean, Suzannah Lechler, Nicola Sears, Rashmi Patel, Hitesh Shetty, Matthew Hotopf, Tamsin Ford, Marinos Kyriakopoulos, Covadonga M. Diaz-Caneja, Celso Arango, James H. MacCabe, Richard D. Hayes and Laura Pina-Camacho

Schizophrenia Bulletin, Jan 2018. doi: 10.1093/schbul/sbx197.

The association between co-morbid autism spectrum disorders and antipsychotic treatment failure in early-onset psychosis: a historical cohort study using electronic health records

Johnny M. Downs, Suzannah Lechler, Harry Dean, Nicola Sears, Rashmi Patel, Hitesh Shetty, Emily Simonoff, Matthew Hotopf, Tamsin J. Ford, Celso Arango, Covadonga M. Díaz-Caneja, James MacCabe, Richard D. Hayes and Laura Pina-Camacho

Journal of Clinical Psychiatry, Nov 2017. doi: 10.4088/JCP.16m11422.

Improving life expectancy in people with serious mental illness: should we place more emphasis on primary prevention?

Athif Ilyas, Edward Chesney and Rashmi Patel

British Journal of Psychiatry, Oct 2017; 211 (4) 194-197.

Diagnostic and prognostic significance of DSM-5 attenuated psychosis syndrome in services for individuals at ultra-high risk for psychosis

Paolo Fusar-Poli, Andrea De Micheli, Marco Cappucciati, Grazia Rutigliano, Cathy Davies, Valentina Ramella-Cravaro, Dominic Oliver, Ilaria Bonoldi, Matteo Rocchetti, Lauren Gavaghan, Rashmi Patel and Philip McGuire

Schizophrenia Bulletin, May 2017; sbx055. doi: 10.1093/schbul/sbx055.

What proportion of patients with psychosis is willing to take part in research? A mental health electronic case register analysis

Rashmi Patel, Sherifat Oduola, Felicity Callard, Til Wykes, Matthew Broadbent, Robert Stewart, Thomas K. J. Craig and Philip McGuire

BMJ Open, Mar 2017; 7: e013113. doi: 10.1136/bmjopen-2016-013113.

Natural language processing to extract symptoms of severe mental illness from clinical text: the Clinical Record Interactive Search Comprehensive Data Extraction (CRIS-CODE) project

Richard Jackson, Rashmi Patel, Nishamali Jayatilleke, Anna Kolliakou, Michael Ball, Genevieve Gorrell, Angus Roberts, Richard J. Dobson and Robert Stewart

BMJ Open, Jan 2017; 7: e012012. doi: 10.1136/bmjopen-2016-012012.

Clinical outcomes and mortality associated with weekend admission to psychiatric hospital

Rashmi Patel, Edward Chesney, Alexis E Cullen, Alex Tulloch, Matthew Broadbent, Robert Stewart and Philip McGuire

British Journal of Psychiatry, Jul 2016; 209 (1): 29-34.

Towards a Standard Psychometric Diagnostic Interview for Subjects at Ultra High Risk of Psychosis: CAARMS versus SIPS

Paolo Fusar-Poli, Marco Cappucciati, Grazia Rutigliano, Tae Young Lee, Beverly Quinn, Ilaria Bonoldi, Juri Lelli, Stephen. J. Kaar, Estefania Gago, Matteo Rocchetti, Rashmi Patel, Vishal Bhavsar, Stefania Tognin, Steven Badger, Maria Calem, Kim Lim, Jun Soo Kwon, Jesus Perez, and Philip McGuire

Hindawi Psychiatry, Mar 2016; 7146341. doi: 10.1155/2016/7146341.

Association of cannabis use with hospital admission and antipsychotic treatment failure in first episode psychosis: an observational study

Rashmi Patel, Robin Wilson, Richard Jackson, Michael Ball, Hitesh Shetty, Matthew Broadbent, Robert Stewart, Philip McGuire and Sagnik Bhattacharyya

BMJ Open, Mar 2016; 6: e009888. doi: 10.1136/bmjopen-2015-009888.

Do fewer males present to clinical high-risk services for psychosis relative to first-episode services?

Robin Wilson, Rashmi Patel and Sagnik Bhattacharyya

Early Intervention in Psychiatry, Jan 2016; doi: 10.1111/eip.12311.

Do antidepressants increase the risk of mania and bipolar disorder in people with depression? A retrospective electronic case register cohort study

Rashmi Patel, Peter Reiss, Hitesh Shetty, Matthew Broadbent, Robert Stewart, Philip McGuire and Matthew Taylor

BMJ Open, Dec 2015; 5: e008341. doi: 10.1136/bmjopen-2015-008341.

A neuroplastic deafferentation hypothesis for bipolar disorder

Jonathan Rogers, Jamie Mirams and Rashmi Patel

Medical Hypotheses, Sep 2015; doi: 10.1016/j.mehy.2015.09.023.

Services for people at high risk improve outcomes in patients with first episode psychosis

Paolo Fusar-Poli, Covadonga M. Díaz-Caneja, Rashmi Patel, Lucia Valmaggia, Majella Byrne, Philippa Garety, Hitesh Shetty, Matthew Broadbent, Robert Stewart and Philip McGuire

Acta Psychiatrica Scandinavica, Sep 2015; doi: 10.1111/acps.12480.

Negative symptoms in schizophrenia: a study in a large clinical sample of patients using a novel automated method

Rashmi Patel, Nishamali Jayatilleke, Matthew Broadbent, Chin-Kuo Chang, Nadia Foskett, Genevieve Gorrell, Richard D Hayes, Richard Jackson, Caroline Johnston, Hitesh Shetty, Angus Roberts, Philip McGuire and Robert Stewart

BMJ Open, Sep 2015; 5: e007619. doi: 10.1136/bmjopen-2015-007619.

Mood instability is a common feature of mental health disorders and is associated with poor clinical outcomes

Rashmi Patel, Theodore Lloyd, Richard Jackson, Michael Ball, Hitesh Shetty, Matthew Broadbent, John Geddes, Robert Stewart, Philip McGuire and Matthew Taylor

BMJ Open, May 2015; 5: e007504. doi: 10.1136/bmjopen-2014-007504.

Delays before diagnosis and initiation of treatment in patients presenting to mental health services with Bipolar Disorder

Rashmi Patel, Hitesh Shetty, Richard Jackson, Matthew Broadbent, Robert Stewart, Jane Boydell, Philip McGuire and Matthew Taylor

PLOS One, May 2015; 10(5): e0126530. doi: 10.1371/journal.pone.0126530.

Venous thromboembolism prophylaxis in mental healthcare: do the benefits outweigh the risks?

Rashmi Patel

BJPsych Bulletin, Apr 2015; 39 (2): 61-64.

TextHunter - A User Friendly Tool for Extracting Generic Concepts from Free Text in Clinical Research

Richard Jackson, Michael Ball, Rashmi Patel, Richard Hayes, Richard Dobson and Robert Stewart

Proceedings of AMIA, Nov 2014; 729-738.

The inhibitory receptor LILRB1 modulates the differentiation and regulatory potential of human dendritic cells

Neil T Young, Edward CP Waller, Rashmi Patel, Ali Roghanian, Jonathan M Austyn, and John Trowsdale

Blood, Mar 2008; 111: 3090-3096.

Abstracts

Characterising the transdiagnostic prodrome to severe mental disorders with natural language processing: an electronic health record study

Maite Arribas, Dominic Oliver, Rashmi Patel, Daisy Kornblum, Hitesh Shetty, Daniel Stahl, Nikolaos Koutsouleris, Philip McGuire and Paolo Fusar-Poli

Neuroscience Applied, December 2023; 2 (S2): 131-132.

Clinical characteristics of people with borderline personality disorder at 12 months prior to first diagnosis and at diagnosis

Carissa Dukes, Suzanne St. Rose, Jennifer Dwyer, Emily O Palmer, Joannas Yeow, Mayowa Oyesanya, Kira Griffiths, Benjamin Chee and Rashmi Patel

Neuroscience Applied, December 2023; 2 (S2): 96-97.

Treatment trajectory in people with borderline personality disorder from diagnosis to 12 months post-diagnosis

Carissa Dukes, Suzanne St. Rose, Jennifer Dwyer, Emily O Palmer, Joannas Yeow, Mayowa Oyesanya, Kira Griffiths, Benjamin Chee and Rashmi Patel

Neuroscience Applied, December 2023; 2 (S2): 83-84.

A longitudinal analysis of electronic health records to investigate antipsychotic side effects and treatment discontinuation in first episode psychosis

Rashmi Patel, Aimee Brinn, Jessica Irving, Jaya Chaturvedi, Shanmukha Gudiseva, Christoph U Correll, Paolo Fusar-Poli and Philip McGuire

Neuroscience Applied, December 2023; 2 (S2): 11-12.

Clinically relevant real-world predictors of hospitalization in patients with major depressive disorder

Nicole Croteau, Rashmi Patel, Julia Poritz and Jason Simeone

Pharmacoepidemiology & Drug Safety, October 2023; 32 (S1): 226-227.

CO199 Development of a Novel Transdiagnostic Predictor of Psychiatric Hospitalization Using Early Trajectories of the Clinical Global Impression Scale

Maxime Taquet, Kira Griffiths, Emily OC Palmer,Sheryl Ker, Christian Liman, Scott H Kollins, Mayowa Oyesanya and Rashmi Patel

Value in Health, June 2023; 26 (6): S52.

Psychiatric Inpatient Healthcare Resource Utilization and Treatment Patterns Among Patients With Predominant Negative Symptoms in Schizophrenia

Rashmi Patel, Darshan Mehta, Aditi Kadakia, Yida Won, Carole Dembek, Gwilym Williams, Xueyan Huang, Courtney Zeni and Andrei Pikalov

CNS Spectrums, April 2023; 28 (2): 222-223. doi:10.1017/S1092852923001402.

Real-World Insights Into Long-Acting Injectable Antipsychotic Agent (LAI) Initiation in the Inpatient Setting and Transition/Continuation-Of-Care: Impact of LAI Characteristics on Outcomes Among Patients With Schizophrenia

Stephen Thompson, Rashmi Patel, Christian Liman, Mayowa Oyesanya, Sheryl Ker, Aishwarya Jayaraman, Kelli R. Franzenburg, Rolf Hansen and Mike Philbin

Mental Health Clinician, April 2023; 13 (2): 83. doi:10.9740/mhc.2023.04.051.

P433. Gender Differences in Adult ADHD Symptoms: A Network Analysis of Real-World Data

Kira Griffiths, Gunjan Batra, Li Tong Low, Emily Palmer, Miguel Renteria, Rashmi Patel and Scott Kollins

Neuropsychopharmacology, December 2022; 47 (S1): 313.

The association of comorbid substance use disorders on time to treatment discontinuation in patients with schizophrenia

Rashmi Patel, Emily OC Palmer, Kelly MY Chan, Matthew Valko, Guruprabha Guruswamy, Sheryl Ker, Gunjan Batra, Scott H Kollins and Miguel E Rentería

Neuroscience Applied, December 2022; 1 (S2): 227-228.

Antipsychotic prescribing trends in schizophrenia between 2011 and 2021: real-world data from a US electronic health record database

Kira Griffiths, Antonio D Martínez-Gutiérrez, Miguel E Rentería and Rashmi Patel

Neuroscience Applied, December 2022; 1 (S2): 269-270.

CO38 Transdiagnostic Analysis of Mental Disorder Symptoms Associated With Increased Frequency of Psychiatric Hospitalisation

Emily OC Palmer, Xue Huang, Christian Liman, Aruni Seneviratne, Sudha R Rahman and Rashmi Patel

Value in Health, December 2022; 25 (12): S24-S25.

MSR51 Predictors of Hospitalization in Patients With Newly Diagnosed Major Depressive Disorder: A Real-World Evidence Study

Nicole Croteau, Rashmi Patel, Scott H Kollins, Julia Poritz and Jason Simeone

Value in Health, December 2022; 25 (12): S359.

F11 Antipsychotic treatment patterns in patients with schizophrenia: A real-world data analysis of electronic health records

Rashmi Patel, Kira Griffiths, Antonio Martinez-Gutierrez, Luis Garcia-Marin and Miguel Rentería

Journal of Managed Care & Specialty Pharmacy, October 2022; 28 (10-a Suppl): S52-S53.

3.17 The Impact of Executive Functioning Deficit on Illness Severity in Patients With an ADHD Diagnosis: A Real-World Data Study

Emily OC Palmer, Guruprabha Guruswamy, Matthew Valko, Kira Griffiths, Rashmi Patel, Scott H Kollins

Journal of the American Academy of Child and Adolescent Psychiatry, October 2022; 61 (10): S233.

The Management and Supervision Tool (MaST): an electronic crisis risk prediction tool to support safe and effective mental healthcare

Rashmi Patel, Jamie Oram, Nick Hebden, Zo Payne, Martin Morse and Caroline Gadd

European Psychiatry, September 2022; 65 (S1): S166-S167.

NeuroBlu: A Natural Language Processing (NLP) Electronic Health Record (EHR) Data Analytic Tool to Generate Real-world Evidence in Mental Healthcare

Rashmi Patel, Soon Nan Wee, Rajagopalan Ramaswamy, Simran Thadani, Guruprabha Guruswamy, Ruchir Garg, Nathan Calvanese, Matthew Valko, A John Rush, Miguel E Rentería, Joydeep Sarkar and Scott H Kollins

European Psychiatry, September 2022; 65 (S1): S99-S100.

EPH164 Illness Severity Associated with Comorbid Substance Use Disorders in Schizophrenia: An Electronic Health Record Study

Rashmi Patel, Kelly MY Chan, Matthew Valko, Guruprabha Guruswamy, Sheryl Ker, Gunjan Batra, Scott H Kollins and Miguel E Rentería

Value in Health, July 2022; 25 (7): S465.

Derivation and Validation of the Management and Supervision Tool (MaST) Risk of Crisis (RoC) Algorithm Using Electronic Health Record (EHR) Data

Rashmi Patel, Jamie Oram, Nick Hebden, Zo Payne, Martin Morse and Caroline Gadd

BJPsych Open, June 2022; 8 (S1): S65.

POSA402 Impact of Comorbid Cannabis Use Disorders in Schizophrenia: An Electronic Health Record Real World Data Study

Rashmi Patel, Matthew Valko, Scott H Kollins and Miguel E Rentería

Value in Health, January 2022; 25 (1): S251.

8 Catatonia: demographic, clinical and laboratory associations in a large dataset

Jonathan P Rogers, Thomas A Pollak, Nazifa Begum, Anna Griffin, Ben Carter, Megan Pritchard, Matthew Broadbent, Anna Kolliakou, Robert Stewart, Rashmi Patel, Adrian Bomford, Ali Amad, Timothy Nicholson and Anthony S David

Journal of Neurology, Neurosurgery and Psychiatry, August 2020; 91 (8): e3-e4.

T127. GENDER DIFFERENCES IN CLINICAL PRESENTATION AND ILLICIT SUBSTANCE USE DURING FIRST EPISODE PSYCHOSIS: AN ELECTRONIC CASE REGISTER NATURAL LANGUAGE PROCESSING ANALYSIS

Jessica Irving, Craig Colling, Hitesh Shetty, Megan Pritchard, Robert Stewart, Paolo Fusar-Poli, Philip McGuire and Rashmi Patel

Schizophrenia Bulletin, May 2019; 46 (S1): S278-S279.

T109. TRAVERSING THE TRANSDIAGNOSTIC GAP BETWEEN DEPRESSION, MANIA AND PSYCHOSIS WITH NATURAL LANGUAGE PROCESSING

Rashmi Patel, Jessica Irving, Matthew Taylor, Hitesh Shetty, Megan Pritchard, Robert Stewart, Paolo Fusar-Poli and Philip McGuire

Schizophrenia Bulletin, May 2019; 46 (S1): S272-S273.

T97. REAL WORLD IMPLEMENTATION OF A TRANSDIAGNOSTIC RISK CALCULATOR FOR THE AUTOMATIC DETECTION OF INDIVIDUALS AT RISK OF PSYCHOSIS IN CLINICAL ROUTINE

Dominic Oliver, Giulia Spada, Rashmi Patel, Robert Stewart, Richard Dobson, Philip McGuire and Paolo Fusar-Poli

Schizophrenia Bulletin, May 2019; 46 (S1): S268.

T82. THE IMPACT OF SMOKING ON LIFE EXPECTANCY IN PSYCHOTIC DISORDERS, AN ELECTRONIC CASE REGISTER COHORT STUDY

Edward Chesney, Deborah Robson, Rashmi Patel, Hitesh Shetty, Sol Richardson, Chin-Kuo Chang, Philip McGuire and Ann McNeill

Schizophrenia Bulletin, May 2019; 46 (S1): S263.

23 Epidemiology of catatonia in a large dataset

Jonathan P Rogers, Thomas A Pollak, Nazifa Begum, Anna Griffin, Rashmi Patel, Megan Pritchard, Matthew Broadbent, Graham Blackman, Anna Kolliakou, Robert Stewart, Timothy RJ Nicholson, Anthony S David

Journal of Neurology, Neurosurgery and Psychiatry, May 2019; 90 (S2): A11.

F55. CLINICAL OUTCOMES ASSOCIATED WITH ILLICIT SUBSTANCE USE IN FIRST EPISODE PSYCHOSIS (FEP): A TEXT MINING STUDY OF ELECTRONIC HEALTH RECORDS

Rashmi Patel, Craig Colling, Jyoti Jyoti, Richard Jackson, Robert Stewart and Philip McGuire

Schizophrenia Bulletin, Apr 2019; 45 (S2): S276.

O3.3. COMORBID SUBSTANCE USE DISORDERS ASSOCIATED WITH LIFE EXPECTANCY REDUCTION IN PEOPLE WITH PSYCHOTIC DISORDERS: AN ELECTRONIC CASE REGISTER STUDY

Rashmi Patel, Edward Chesney, Sam Hollandt, Chi-Kang Chang, Megan Pritchard and Philip McGuire

Schizophrenia Bulletin, Apr 2019; 45 (S2): S166.

Negative Symptoms in First Episode Psychosis (FEP) Predict Antipsychotic Treatment Failure: A Natural Language Processing (NLP) Electronic Health Record Study

Rashmi Patel, Craig Colling, Jyoti Jyoti, Richard Jackson, Robert Stewart, Philip McGuire

Early Intervention in Psychiatry, Oct 2018; 12 (S1): 120. doi: 10.1111/eip.12724

Illicit Substance Use in First Episode Psychosis (FEP): A Natural Language Processing (NLP) Electronic Health Record Study

Rashmi Patel, Craig Colling, Jyoti Jyoti, Richard Jackson, Robert Stewart, Philip McGuire

Early Intervention in Psychiatry, Oct 2018; 12 (S1): 99. doi: 10.1111/eip.12723

F228. EFFECTIVENESS OF PALIPERIDONE PALMITATE VS OTHER LONG-ACTING INJECTABLE (LAI) ANTIPSYCHOTICS – AN ELECTRONIC CASE REGISTER STUDY

Rashmi Patel, Edward Chesney, Matthew Taylor, David Taylor and Philip McGuire

Schizophrenia Bulletin, Apr 2018; 44 (S1): S310–S311.

T101. ENRICHING PSYCHOTIC DISORDER CLASSIFICATION USING NATURAL LANGUAGE PROCESSING

Rashmi Patel, Richard Jackson, Robert Stewart and Philip McGuire

Schizophrenia Bulletin, Apr 2018; 44 (S1): S154–S155.

Does physical health monitoring reduce mortality in people with psychotic disorders?

Athif Ilyas, Edward Chesney and Rashmi Patel

European Psychiatry, Mar 2018; 48: S237.

SA50. Organic Psychosis: Using Electronic Patient Records to Investigate Demographics, Etiology, and Outcome

Thomas Misselbrook, Rashmi Patel, Tim Nicholson, Alexis Cullen and Tom Pollak

Schizophrenia Bulletin, Feb 2017; 43 (S1): S131.

Comparison of clinical outcomes associated with long-acting injectable antipsychotics in people with psychotic disorders: an electronic case register study

Rashmi Patel, Edward Chesney, Matthew Taylor, David Taylor and Philip McGuire

The Lancet, Feb 2017; 389: S77.

Predictors of multiple treatment failure of antipsychotics in early-onset psychosis

Laura Pina-Camacho, Harry Dean, Suzannah Lechler, Nicola Sears, Rashmi Patel, Ismail Kartoglu, Hitesh Shetty, Matthew Hotopf, Tamsin Ford, Marinos Kyriakopoulos, Celso Arango, James MacCabe, Richard Hayes and Johnny Downs

European Neuropsychopharmacology, Oct 2016; 26: S539-S540. doi: 10.1016/S0924-977X(16)31579-6

Investigating Mood Instability in Psychotic Disorders Using Natural Language Processing (NLP)

Rashmi Patel, Theodore Lloyd, Richard Jackson, Michael Ball, Hitesh Shetty, Matthew Broadbent, John Geddes, Robert Stewart, Philip McGuire and Matthew Taylor

Early Intervention in Psychiatry, Oct 2016; 10: 106. doi: 10.1111/eip.12396

A retrospective cohort study of 21,012 adults to investigate which antidepressants pose the greatest risk of developing mania

Rashmi Patel, Peter Reiss, Hitesh Shetty, Matthew Broadbent, Robert Stewart, Philip McGuire and Matthew Taylor

Early Intervention in Psychiatry, Oct 2016; 10: 178. doi: 10.1111/eip.12397

Predicting clinical outcomes in psychotic disorders using electronic case registers and natural language processing

Rashmi Patel, Robert Stewart and Philip McGuire

npj Schizophrenia, Apr 2016; 2: T139. doi: 10.1038/npjschz.2016.7.

Neurodevelopmental disorders and their impact on initial treatment failure in early onset psychosis: a historical cohort study using electronic patient records

Johnny Downs, Suzannah Lechler, Harry Dean, Nicola Sears, Rashmi Patel, Hitesh Shetty, Matthew Hotopf, Tamsin Ford, Celso Arango, James MacCabe, Richard Hayes and Laura Pina-Camacho

npj Schizophrenia, Apr 2016; 2: T43. doi: 10.1038/npjschz.2016.7.

Impact of cannabis use on clinical outcomes and treatment failure in first episode psychosis

Rashmi Patel, Robin Wilson, Richard Jackson, Michael Ball, Hitesh Shetty, Matthew Broadbent, Robert Stewart, Philip McGuire and Sagnik Bhattacharyya

npj Schizophrenia, Apr 2016; 2: M111. doi: 10.1038/npjschz.2016.8.

Negative symptoms at first episode and their impact on treatment outcomes in early-onset psychosis

Johnny Downs, Harry Dean, Suzannah Lechler, Nicola Sears, Rashmi Patel, Hitesh Shetty, Matthew Hotopf, Tamsin Ford, Celso Arango, James MacCabe, Richard Hayes and Laura Pina-Camacho

npj Schizophrenia, Apr 2016; 2: M42. doi: 10.1038/npjschz.2016.8.

Which antidepressants are associated with increased risk of developing mania? A retrospective electronic case register cohort study

Rashmi Patel, Peter Reiss, Hitesh Shetty, Matthew Broadbent, Robert Stewart, Philip McGuire and Matthew Taylor

European Psychiatry, Mar 2016; 33: S271.

Mood instability and clinical outcomes in mental health disorders: A natural language processing (NLP) study

Rashmi Patel, Theodore Lloyd, Richard Jackson, Michael Ball, Hitesh Shetty, Matthew Broadbent, John Geddes, Robert Stewart, Philip McGuire and Matthew Taylor

European Psychiatry, Mar 2016; 33: S265-S266.

Delays to diagnosis and treatment in patients presenting to mental health services with bipolar disorder

Rashmi Patel, Hitesh Shetty, Richard Jackson, Matthew Broadbent, Robert Stewart, Jane Boydell, Philip McGuire and Matthew Taylor

European Psychiatry, Mar 2016; 33: S75.

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

Rashmi Patel, Edward Chesney, Alexis E Cullen, Alex Tulloch, Matthew Broadbent, Robert Stewart and Philip McGuire

The Lancet, Feb 2016; 387: S79.

Prevalence and predictors of treatment failure, treatment resistance and clozapine use in early-onset psychosis: findings from a historical clinical cohort study in UK

Jonathan M Downs, Laura Pina, Rashmi Patel, Richard D Hayes and James H MacCabe

European Child & Adolescent Psychiatry, Jun 2015; 24: S122

Prodromal services improve clinical outcomes in people who present with an established first episode of psychosis

Rashmi Patel, Paolo Fusar-Poli, Covadonga M Díaz-Caneja, Lucia Valmaggia, Majella Byrne, Steven Badger, Philippa Garety, Hitesh Shetty, Matthew Broadbent, Robert Stewart and Philip McGuire

Schizophrenia Bulletin, Apr 2015; 41: S150-S151.

Cannabis use and treatment resistance in first episode psychosis: a natural language processing study

Rashmi Patel, Robin Wilson, Richard Jackson, Michael Ball, Hitesh Shetty, Matthew Broadbent, Robert Stewart, Philip McGuire and Sagnik Bhattacharyya

The Lancet, Feb 2015; 385: S79.

Association of cannabis use with hospital admission and treatment resistance in people with first episode psychosis in South London

Rashmi Patel, Robin Wilson, Richard Jackson, Michael Ball, Hitesh Shetty, Matthew Broadbent, Robert Stewart, Philip McGuire and Sagnik Bhattacharyya

Early Intervention in Psychiatry, Nov 2014; 8: 59.

Book Chapters

Book chapter: Core Foundation Competencies in Medicine

Rashmi Patel, Prita Rughani and Simon Green

The Essential Handbook for the Foundation Programme, DevelopMedica 2009, ISBN: 1906839093.

Letters

We must encourage people to trust their instincts when delivering or receiving healthcare

Rashmi Patel

The BMJ, Jan 2023; 380: 127.

Venous thromboembolism prophylaxis - beware of potential risks

Rashmi Patel

The Psychiatrist, Nov 2013; 37: 372.

Links

Journal Articles

A transdiagnostic prodrome for severe mental disorders: an electronic health record study

Oral and long-acting injectable antipsychotic discontinuation and relationship to side effects in people with first episode psychosis: a longitudinal analysis of electronic health record data

Associations of comorbid substance use disorders with clinical outcomes in schizophrenia using electronic health record data

Unraveling ethnic disparities in antipsychotic prescribing among patients with psychosis: a retrospective cohort study based on electronic clinical records

Early trajectory of clinical global impression as a transdiagnostic predictor of psychiatric hospitalization

Associations of remote mental healthcare with clinical outcomes: a natural language processing enriched electronic health record data study protocol

Psychiatric healthcare resource utilization following initiation of aripiprazole once-monthly: a retrospective real-world study

Ethnic inequalities in involuntary admission under the Mental Health Act: an exploration of mediation effects of clinical care prior to the first admission

Natural language processing: unlocking the potential of electronic health record data to support transdiagnostic psychiatric research

Evaluating Physical Urban Features in Psychotic Disorders using Electronic Health Record Data

Investigating the relationship between thought interference, somatic passivity and outcomes in patients with psychosis: a natural-language processing approach using a clinical records search platform in south London

Associations of presenting symptoms and subsequent adverse clinical outcomes in people with unipolar depression: a prospective natural language processing (NLP), transdiagnostic, network analysis of electronic health record (EHR) data

NeuroBlu, an Electronic Health Record (EHR) Trusted Research Environment (TRE) to support mental healthcare analytics with real-world data

Ethnic inequalities in clozapine use among people with treatment-resistant schizophrenia: a retrospective cohort study using data from electronic clinical records

The impact of cigarette smoking on life expectancy in schizophrenia, schizoaffective disorder and bipolar affective disorder: an electronic case register cohort study

Analysis of mental and physical disorders associated with COVID-19 in online health forums: a natural language processing study

Demographic, clinical and laboratory associations of catatonia

Life expectancy, mortality risks and cause of death in patients with serious mental illness in South East London: a comparison between 2008-2012 and 2013-2017

Cognitive impairments in Schizophrenia: a study in a large clinical sample using Natural Language Processing

Gender disparities in clozapine prescription in a cohort of treatment-resistant schizophrenia in the South London and Maudsley case register

Gender differences in clinical presentation and illicit substance use during first episode psychosis: a natural language processing, electronic case register study

Impact of the COVID‐19 pandemic on remote mental healthcare and prescribing in psychiatry: an electronic health record study

A Natural Language Processing Approach for Identifying Temporal Disease Onset Information from Mental Healthcare Text

Individualized prediction of 2-year risk of relapse following psychosis onset: Model development in two first episode samples

Using natural language processing on electronic health records to enhance detection and prediction of psychosis risk

The association between neighbourhood characteristics and physical victimisation in men and women with mental disorders

Real-World Implementation of Precision Psychiatry: Transdiagnostic Risk Calculator for the Automatic Detection Of Individuals At-Risk of Psychosis

Real-World Clinical Outcomes Two Years After Transition to Psychosis in Individuals at Clinical High Risk: Electronic Health Record Cohort Study

Prevalence and Incidence of Clinical Outcomes in Patients Presenting to Secondary Mental Health Care With Mood Instability and Sleep Disturbance

Temporal Information Extraction from Mental Health Records to Identify Duration of Untreated Psychosis

Community Treatment Orders and associations with readmission rates and duration of psychiatric hospital admission: A controlled electronic case register study

Synthetic cannabinoid use in psychiatric patients and relationship to hospitalisation: a retrospective electronic case register study

Unipolar mania: Identification and characterisation of cases in France and the United Kingdom

Investigating Comorbidity of Mental and Physical Disorders in Online Health Forums

Predicting high-cost care in a mental health setting

Annotating Temporal Relations to Determine the Onset of Psychosis Symptoms

Recorded poor insight as a predictor of service use outcomes in a cohort with first episode psychosis

Generating Positive Psychosis Symptom Keywords from Electronic Health Records

Unmet needs in patients with brief psychotic disorders: Too ill for clinical high risk services and not ill enough for first episode services

Real-world Implementation of a Transdiagnostic Risk Calculator for the Automatic Detection of Individuals at Risk of Psychosis in Clinical Routine: Study Protocol

Risk Assessment Tools and Data-Driven Approaches for Predicting and Preventing Suicidal Behaviour

Time Expressions in Mental Health Records for Symptom Onset Extraction

Long term outcomes of acute and transient psychotic disorders: The missed opportunity of preventive interventions

Is paliperidone palmitate more effective than other long-acting injectable antipsychotics?

Knowledge discovery for Deep Phenotyping serious mental illness from Electronic Mental Health records

The Camden & Islington Research Database: Using Electronic Mental Health Records for Research

Negative symptoms in early-onset psychosis and their association with antipsychotic treatment failure

The association between co-morbid autism spectrum disorders and antipsychotic treatment failure in early-onset psychosis: a historical cohort study using electronic health records

Improving life expectancy in people with serious mental illness: should we place more emphasis on primary prevention?

Diagnostic and prognostic significance of DSM-5 attenuated psychosis syndrome in services for individuals at ultra-high risk for psychosis

What proportion of patients with psychosis is willing to take part in research? A mental health electronic case register analysis

Natural language processing to extract symptoms of severe mental illness from clinical text: the Clinical Record Interactive Search Comprehensive Data Extraction (CRIS-CODE) project

Clinical outcomes and mortality associated with weekend admission to psychiatric hospital

Towards a Standard Psychometric Diagnostic Interview for Subjects at Ultra High Risk of Psychosis: CAARMS versus SIPS

Association of cannabis use with hospital admission and antipsychotic treatment failure in first episode psychosis: an observational study

Do fewer males present to clinical high-risk services for psychosis relative to first-episode services?

Do antidepressants increase the risk of mania and bipolar disorder in people with depression? A retrospective electronic case register cohort study

A neuroplastic deafferentation hypothesis for bipolar disorder

Services for people at high risk improve outcomes in patients with first episode psychosis

Negative symptoms in schizophrenia: a study in a large clinical sample of patients using a novel automated method

Mood instability is a common feature of mental health disorders and is associated with poor clinical outcomes

Delays before diagnosis and initiation of treatment in patients presenting to mental health services with Bipolar Disorder

Venous thromboembolism prophylaxis in mental healthcare: do the benefits outweigh the risks?

TextHunter - A User Friendly Tool for Extracting Generic Concepts from Free Text in Clinical Research

The inhibitory receptor LILRB1 modulates the differentiation and regulatory potential of human dendritic cells

Abstracts

Characterising the transdiagnostic prodrome to severe mental disorders with natural language processing: an electronic health record study

Clinical characteristics of people with borderline personality disorder at 12 months prior to first diagnosis and at diagnosis

Treatment trajectory in people with borderline personality disorder from diagnosis to 12 months post-diagnosis

A longitudinal analysis of electronic health records to investigate antipsychotic side effects and treatment discontinuation in first episode psychosis

Clinically relevant real-world predictors of hospitalization in patients with major depressive disorder

CO199 Development of a Novel Transdiagnostic Predictor of Psychiatric Hospitalization Using Early Trajectories of the Clinical Global Impression Scale

Psychiatric Inpatient Healthcare Resource Utilization and Treatment Patterns Among Patients With Predominant Negative Symptoms in Schizophrenia

Real-World Insights Into Long-Acting Injectable Antipsychotic Agent (LAI) Initiation in the Inpatient Setting and Transition/Continuation-Of-Care: Impact of LAI Characteristics on Outcomes Among Patients With Schizophrenia

P433. Gender Differences in Adult ADHD Symptoms: A Network Analysis of Real-World Data

The association of comorbid substance use disorders on time to treatment discontinuation in patients with schizophrenia

Antipsychotic prescribing trends in schizophrenia between 2011 and 2021: real-world data from a US electronic health record database

CO38 Transdiagnostic Analysis of Mental Disorder Symptoms Associated With Increased Frequency of Psychiatric Hospitalisation