Associations Between Negative Symptoms in Schizophrenia, Psychotherapy Exposure, and Healthcare Resource Utilisation and Clinical Outcomes: A Non-Interventional Observational Study

Abramsky S, Griffiths K, Hastedt C, Patel R, Sisk R, Lipunova N, Oyesanya M, Cassidy T

The Weight of Mental Illness in the US: Obesity Burden and GLP-1 Receptor Agonist Treatment Inequalities in Mental Health Care

Monty Lyman, Nadia Lipunova, Kira Griffiths, Robert McCutcheon, Toby Pillinger

Monitoring for abnormal movements associated with tardive dyskinesia in routine care: a retrospective analysis of electronic health records

Kira Griffiths, Rose Sisk, Luke A. Bryden, Mayowa Oyesanya, Christoph U. Correll, Nadia Lipunova

Natural language processing assisted chart review of patients with suspected or diagnosed clozapine induced myocarditis (CIM)

Oyesanya.M, Sisk.R, Kulkarni.D, Girdhari.A, Lipunova.N, Cotes.R

Healthcare resource utilization among patients with schizophrenia and negative symptoms: A real-world data study

Nadia Lipunova, Joannas Yeow, Laila Hadaya, Emily O. C. Palmer, Subina Surendran, Matthew Sidovar, Kristin Gillard

Examining differences in clinical and demographic characteristics of patients with post-traumatic stress disorder across adult treatment subgroups based on the NeuroBlu database: a non-interventional, retrospective cohort study

Staci Abramsky,Suzanne St Rose,Yi Wen Heng,L. Alexander Vance,Ling Zhang,Kelly Chan,Joshua Wong,Sherwin Kuah,Li Tong Low,Irina Adamczyk

Assessment of anxiety severity among patients with generalized anxiety disorder prescribed venlafaxine: A retrospective, observational, real-world study

Christoph U. Correll, Kannan Subramaniam, Pradeep Purushottamahanti, Bituparna Bayan, Luke A Bryden, Emily OC Palmer, Nadia Lipunova

Monitoring for abnormal movements associated with tardive dyskinesia in routine care: a retrospective analysis of electronic health records

Kira Griffiths, Luke Bryden, Rose Sisk, Nadia Lipunova

Semaglutide and cognitive function in individuals with mental disorders

Riccardo De Giorgi, Nadia Lipunova, Elgan Mathias, Maxime Taquet

Predicting treatment retention in medication for opioid use disorder: a machine learning approach using NLP and LLM-derived clinical features

Fateme Nateghi Haredasht, Ivan Lopez, Steven Tate, Pooya Ashtari, Min Min Chan, Deepali Kulkarni, Chwen-Yuen Angie Chen, Maithri Vangala, Kira Griffith, Bryan Bunning, Adam S Miner, Tina Hernandez-Boussard, Keith Humphreys, Anna Lembke, L Alexander Vance, Jonathan H Chen

Demographic and clinical characteristics of patients with borderline personality disorder: Real-world insights from a retrospective observational study

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

Transdiagnostic early warning score for psychiatric hospitalisation: development and evaluation of a prediction model

Maxime Taquet, Seena Fazel, A. John Rush

Symptom Instability as an Early Warning Sign of Transition to Severe Depression

Thomas De Deyn, Nadia Lipunova, A. John Rush, Paul J. Harrison, Maxime Taquet

Instability of Depressive Symptoms Predicts the Onset of Severe Depression Among Patients with Mild-to-Moderate Illness

Maxime Taquet, Thomas De Deyn, Nadia Lipunova, A. John Rush

Temporal and Contextual Detection of Five Depressive Disorder Symptoms from Unstructured Electronic Health Record Notes Using a Trained Natural Language Processing Model

Deepali Kulkarni, Shweta Seth Rego, Leslie Way, L. Alexander Vance

Revealing the Role of Medications in the Elevated Risk of Cardiovascular Disorders in Women With Bipolar Disorder Using Machine Learning.

Mohamed Abdelhack , Christina Gonzalez-Torres , Earvin Tio , Abigail Ortiz , Daniel Felsky

Identifying the diagnostic gap of tardive dyskinesia: An analysis of semi-structured electronic health record data

Kira Griffiths, Yida Won, Zachery Lee, Lu Wang, Christoph U. Correll, Rashmi Patel

Identifying patients with tardive dyskinesia using the Schooler-Kane criteria and diagnostic codes in real-world data

Kira Griffiths, Emily OC Palmer, Nadia Lipunova

Association between negative symptoms in schizophrenia and outcomes of weight gain and level of functioning: a real-world data study in the United States

Nadia Lipunova, Alejandro Cajigal, Matthew Sidovar, Mayowa Oyesanya, William Horan, Luke Bryden, Laila Hadaya, Doyoung Kim, Emily OC Palmer, Joannas Yeow, Subina Surendran, Kristin Gillard

A non-interventional observational study to describe demographic and clinical features of patients with negative symptoms in schizophrenia

Staci Abramsky, Kira Griffiths, Claudia Hastedt, Rashmi Patel, Rose Sisk, Nadia Lipunova, Mayowa Oyesanya, Theresa Cassidy

Comparing the prevalence of schizophrenia symptoms using the mental state examination and validated rating instruments

Luke Bryden, Rose Sisk, Mayowa Oyesanya, Kira Griffiths, Nadia Lipunova

Retrospective cohort study of long-acting injectable (LAI) antipsychotic initiation in the inpatient setting: impact of LAI characteristics on transition and continuation of care among patients with schizophrenia in the USA

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

Natural language processing to identify suicidal ideation and anhedonia in major depressive disorder

L. Alexander Vance, Leslie Way, Deepali Kulkarni, Emily O. C. Palmer, Abhijit Ghosh, Melissa Unruh, Kelly M. Y. Chan, Amey Girdhari, Joydeep Sarkar

Prediction of Optimal Treatment Selection Between ECT and Ketamine to Treat Suicidal Ideation

Michael Henry,Tejas Karkera,Benjamin Wade,Natalie Herbold,Joan Camprodon,A. John Rush

Negative symptoms and cognitive impairment in US patients with schizophrenia: A real-world descriptive study using the NeuroBlu database

Nadia Lipunova, Matthew Sidovar, William Horan, Christoph U. Correll, Emily O.C. Palmer, Mayowa Oyesanya, Doyoung Kim, Subina Surendran, Joannas Yeow, Alejandro Cajigal

Enhancing mental healthcare through artificial intelligence: A study of depressive disorder symptoms extraction from clinical notes with natural language processing

Deepali Kulkarni, L. Alexander Vance, Amey Girdhari, Leslie J. Way, Emily O.C. Palmer, Shweta Seth Rego

Can the evidence for sertraline in clinical trials be demonstrated in real-world clinical practice? A retrospective, observational, real-world study

Kannan Subramaniam, Pradeep Purushottamahanti, Joannas Yeow, Emily O.C. Palmer, Joshua Wong, Nadia Lipunova

Identifying patients with stable schizophrenia using electronic health records

Staci Abramsky, Kira Griffiths, Claudia Hastedt, Rashmi Patel, Rose Sisk, Nadia Lipunova, Mayowa Oyesanya, Theresa Cassidy

Real world analysis of treatment change and response in adults with attention-deficit/hyperactivity disorder (ADHD) alone and with concomitant psychiatric comorbidities: results from an electronic health record database study in the United States

Christian Liman, Jeffrey Schein, Ashley Wu, Xueyan Huang, Simran Thadani, Ann Childress, Scott H. Kollins, and Sandipan Bhattacharjee

Healthcare resource utilisation and suicidal ideation amongst adolescents in the US with posttraumatic stress disorder, major depressive disorder, and substance use disorders using electronic health records

Kelly M.Y. Chan, Li Tong Low, Joshua G. Wong, Sherwin Kuah, A. John Rush

A real-world data analysis of electronic health records to investigate the associations of predominant negative symptoms with healthcare resource utilisation, costs and treatment patterns among patients with schizophrenia

Rashmi Patel, Carole Dembek, Yida Won, Aditi Kadakia, Xueyan Huang, Courtney Zeni, Andrei Pikalov

Learning by Doing: Can Our Collective Experiences as Clinicians Improve Mental Health Care?

A. John Rush, MD, and Tony Tramontin, PhD

Predictability of buprenorphine-naloxone treatment retention: A multi-site analysis combining electronic health records and machine learning

Fateme Nateghi Haredasht et al.

The clinical global impression of severity (CGI-S): Bridging the research-practice gap

Joydeep Sarkar et al.

Real-world insights into the heterogeneity of treatment patterns and clinical outcomes in patients with post-traumatic stress disorder (PTSD)

Ashley Wu, Sandipan Bhattacharjee, Christian Liman, Xueyan Huang, Kelly Chan, L. Alexander Vance, Jyoti Aggarwal

Clinical characteristics of patients with cognitive impairment associated with schizophrenia

Theresa Cassidy et al.

Long-term patient functioning and illness burden associated with cognitive impairment and negative symptoms in schizophrenia

Kira Griffiths et al.

Psychometric evaluation and linking of the PHQ-9, QIDS-C, and VQIDS-C in a real-world population with major depressive disorder

Palmer et al.

Enhancing pre-trained contextual embeddings with triplet loss as an effective fine-tuning method for extracting clinical features from electronic health record derived mental health clinical notes

Kulkarni et al.

Comparing factors associated with first and recurrent psychiatric hospitalizations in adult patients with major depressive disorder using Cox proportional hazard model and extensions

Xueyan Huang,Christian Liman,Joshua Wong,Miguel Rentería,Sheryl Ker,Ashley Wu,Maxime Taquet,A. John Rush

Examining differences in clinical and demographic characteristics of patients with post-traumatic stress disorder across adults and paediatric subgroups

Abramsky et al.

Treatment trajectory in people with major depressive disorder from diagnosis to 12 months post-diagnosis

St.Rose et al.

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

White et al.

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

White et al.

Examining real-world evidence of clinical outcomes, healthcare resource utilisation, and treatment patterns of patients with post-traumatic stress disorder

Staci Abramsky,Suzanne St Rose,Yi Wen Heng,L. Alexander Vance,Ling Zhang,Kelly Chan,Joshua Wong,Sherwin Kuah,Li Tong Low,Irina Adamczyk

Comparative effectiveness study of paliperidone palmitate 6-month with a real-world external comparator arm of paliperidone palmitate 1-month or 3-month in patients with schizophrenia

Ibrahim Turkoz et al.

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

Rashmi Patel et al.

Real-world evidence on the burden of known side-effects of typical and atypical antipsychotic medications in patients with schizophrenia

Joshua Wong et al.

Elevated anxiety in patients with major depressive disorder

A. John Rush et al.

Identifying the treatment gap of undiagnosed tardive dyskinesia: an analysis of unstructured electronic health record data

Kira Griffiths et al.

Investigating trends of behavioral healthcare resource utilization burden in children and adolescents with suicidal symptoms in the United States: An analysis of electronic health record data

Sherwin Kuah et al.

Development of a novel transdiagnostic predictor of psychiatric hospitalization using early trajectories of the Clinical Global Impression Scale

Maxime Taquet et al.

A comparison of oral aripiprazole with an ingestible sensor to oral atypical antipsychotic treatment in a real-world setting for the risk of hospitalization in adults with schizophrenia

D. Hadzi Boskovic et al.

A real-world data analysis of Clinical Global Impression-Severity (CGI-S) as a transdiagnostic predictor of psychiatric hospitalization

Emily Palmer et al.

Real-world insights into long-acting injectable antipsychotic agent initiation in the inpatient setting and transition/continuation of care: Impact of LAI characteristics on outcomes among patients with schizophrenia

Stephen Thompson et al.

Early trajectory of clinical global impression as a transdiagnostic predictor of psychiatric hospitalisation: a retrospective cohort study

Maxime Taquet et al.

Early clinical instability and increased risk of psychiatric hospitalization: real-world evidence from an analysis of electronic health record data

Maxime Taquet et al.

Life engagement improvement following initiation of brexpiprazole treatment in patients with MDD: A naturalistic, retrospective real-world study

Christian Liman et al.

Psychiatric Healthcare Resource Utilization Following Initiation of Aripiprazole Once-Monthly: A Retrospective Real-world Study

Heidi C. Waters et al.

Gender Differences in Adult ADHD Symptoms: Network Analysis of Real-world Data

Kira Griffiths et al.

The impact of a caseload management tool (MaST) on community mental healthcare service delivery

Caroline Gadd et al.

The impact of COVID-19 on psychiatric illness severity and care delivery: A real-world data study

Emily Palmer et al.

The application of natural language processing to real-world electronic health record data to identify positive and negative symptoms in schizophrenia

Rashmi Patel et al.

Transdiagnostic Analysis of Mental Disorder Symptoms Associated with Increased Frequency of Psychiatric Hospitalization

Emily Palmer et al.

Predictors Of Hospitalization In Patients With Newly Diagnosed Major Depressive Disorder: A Real-world Evidence Study

Nicole Croteau et al.

Natural language processing and machine learning models to accelerate generation and application of real-world evidence in behavioral health

Joydeep Sarkar,Abhijit Ghosh

The Impact of Executive Functioning Deficit on Illness Severity in Patients with an ADHD Diagnosis: a Real-world Data Study

Emily Palmer et al.

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

Kira Griffiths et al.

The Association of Comorbid Substance Use Disorders with Time to Treatment Discontinuation in Patients with Schizophrenia

Rashmi Patel et al.

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

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

Psychiatric inpatient healthcare resource utilization and treatment patterns among patients with predominant negative symptoms in schizophrenia

Rashmi Patel, Aditi Kadakia, Yida Won, Carole Dembek, Xueyan Huang, Courtney Zeni, Andrei Pikalov

A Network Analysis of Borderline Personality Disorder Symptoms: A Real-world Data (RWD), Electronic Health Record (EHR) Study

Emily Palmer et al.

Associations Between Cognitive Symptoms and Poor Clinical Outcomes in Schizophrenia: Real-world Evidence from an Electronic Health Record Study

Kira Griffiths et al.

The Impact of a Caseload Management Tool (MaST) on Community Mental Health Team Care Contacts with Mental Health Service Users

Caroline Gadd et al.

Evaluation of the Impact of the Use of a Caseload Management Tool (MaST) in Mersey Care NHS Foundation Trust

Caroline Gadd et al.

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

Rashmi Patel et al.

A Validation of The Management and Supervision Tool (MaST) to aid NHS mental health teams in identifying patients needs for either psychiatric hospital admission or home treatment

Caroline Gadd

The Management and Supervision Tool (MaST): An Electronic Crisis Risk Prediction Tool to Support Safe and Effective Mental Healthcare

Rashmi Patel et al.

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

Rashmi Patel et al.

Identifying Patients with High Burden of Positive and Negative Schizophrenia Symptoms in Electronic Health Record Data Using Natural Language Processing

Rashmi Patel et al.