NeuroBlu | Publications

NeuroBlu Data helps to advance the frontier of behavioral health research and evidence generation. Our data has been used to generate dozens of peer-reviewed papers. Below is a selection of publications that have leveraged NeuroBlu Data; for our full list of publications or to learn more, please contact us at info@neuroblu.ai.

Categories

Categories

The Journal of Clinical Psychiatry

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

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

July 17, 2024

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Peer-Reviewed Paper

Addiction

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

Fateme Nateghi Haredasht et al.

June 24, 2024

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Peer-Reviewed Paper

Duke-Margolis Institute for Health Policy

Real-World Evidence to Support Causal Inference: Methodological Considerations for Non-Interventional Studies

Nora Emmott et al.

June 18, 2024

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Others

Duke-Margolis Institute for Health Policy

Regulatory Fit-for-Purpose Considerations for Patient-Generated Health Data

Nora Emmott et al.

May 31, 2024

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Others

American Society of Clinical Psychopharmacology

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

Joydeep Sarkar et al.

May 30, 2024

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Conference Abstract

Schizophrenia International Research Society

Clinical characteristics of patients with cognitive impairment associated with schizophrenia

Theresa Cassidy et al.

April 6, 2024

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Conference Abstract

Schizophrenia International Research Society

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

Kira Griffiths et al.

April 5, 2024

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Others

Neuropsychiatric Disease and Treatment

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.

March 26, 2024

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Peer-Reviewed Paper

Natural Language Processing Journal

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.

December 8, 2023

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Peer-Reviewed Paper

European College of Neuropsychopharmacology Congress

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

White et al.

October 10, 2023

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Conference Abstract

European College of Neuropsychopharmacology Congress

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

St.Rose et al.

October 10, 2023

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Conference Abstract

European College of Neuropsychopharmacology Congress

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

Abramsky et al.

October 10, 2023

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Conference Abstract

European College of Neuropsychopharmacology Congress

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

Abramsky et al.

October 10, 2023

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Conference Abstract

European College of Neuropsychopharmacology Congress

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

White et al.

October 9, 2023

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Conference Abstract

The Lancet Psychiatry

Early Trajectory of Clinical Global Impression as a Transdiagnostic Predictor of Psychiatric Hospitalisation: A Retrospective Cohort Study

Maxime Taquet et al.

March 23, 2023

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Peer-Reviewed Paper

CURRENT MEDICAL RESEARCH AND OPINION

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

Heidi C. Waters et al.

December 17, 2022

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Peer-Reviewed Paper

AMERICAN COLLEGE OF NEUROPSYCHOPHARMACOLOGY

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

Kira Griffiths et al.

December 5, 2022

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Conference Abstract

INTERNATIONAL PROFESSIONAL SOCIETY FOR HEALTH ECONOMICS AND OUTCOMES RESEARCH: EUROPE

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

Nicole Croteau et al.

November 6, 2022

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Conference Abstract

INTERNATIONAL PROFESSIONAL SOCIETY FOR HEALTH ECONOMICS AND OUTCOMES RESEARCH: EUROPE

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

Emily Palmer et al.

November 6, 2022

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Conference Abstract

EUROPEAN COLLEGE OF NEUROPSYCHOPHARMACOLOGY

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

Kira Griffiths et al.

October 15, 2022

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Conference Abstract

EUROPEAN COLLEGE OF NEUROPSYCHOPHARMACOLOGY

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

Rashmi Patel et al.

October 15, 2022

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Conference Abstract

AMERICAN ACADEMY OF CHILD & ADOLESCENT PSYCHIATRY

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

Emily Palmer et al.

October 15, 2022

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Conference Abstract

ACADEMY OF MANAGED CARE PHARMACY: NEXUS

Antipsychotic Treatment Patterns in Patients with Schizophrenia

Rashmi Patel et al.

October 11, 2022

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Conference Abstract

PSYCH CONGRESS

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

Emily Palmer et al.

September 17, 2022

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Conference Abstract

PSYCH CONGRESS

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

Kira Griffiths et al.

September 17, 2022

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Conference Abstract

EUROPEAN CONGRESS OF PSYCHIATRY

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.

June 4, 2022

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Conference Abstract

AMERICAN SOCIETY OF CLINICAL PSYCHOPHARMACOLOGY

Healthcare Resource Use Decreases Following Initiation of Aripiprazole 400mg Long-acting Injectable: A Real-World Electronic Health Record Database Study

Heidi C. Waters et al.

May 31, 2022

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Conference Abstract

AMERICAN SOCIETY OF CLINICAL PSYCHOPHARMACOLOGY

Challenges and Opportunities in the Use of Real-world Evidence to Advance Treatment Development in Behavioral Health

Scott Kollins

May 31, 2022

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Conference Abstract

AMERICAN SOCIETY OF CLINICAL PSYCHOPHARMACOLOGY

Healthcare Resource Use Decreases Following Initiation of Aripiprazole 400mg Long-acting Injectable: A Real-World Electronic Health Record Database Study

Heidi C. Waters et al.

May 31, 2022

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Conference Abstract

AMERICAN SOCIETY OF CLINICAL PSYCHOPHARMACOLOGY

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

Rashmi Patel et al.

May 31, 2022

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Conference Abstract

AMERICAN PSYCHIATRIC ASSOCIATION

Relationship Between Polypharmacy and Clinical Functioning in Patients With ADHD: A Retrospective Analysis of Real World Data

Matthew Valko et al.

May 21, 2022

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Conference Abstract

AMERICAN PSYCHIATRIC ASSOCIATION

A Transdiagnostic, Natural Language Processing Analysis of Mental Disorder Symptom Burden Using Electronic Health Record Data

Rashmi Patel et al.

May 21, 2022

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Conference Abstract

International Professional Society for Health Economics and Outcomes Research

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

Rashmi Patel et al.

May 18, 2022

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Conference Abstract

International Professional Society for Health Economics and Outcomes Research

How Effective Is Antidepressant Medication (ADM) Polypharmacy in Difficult to Treat Depression (DTD)? a Neuroblu Electronic Health Record (EHR) Report

Matthew Valko et al.

May 16, 2022

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Conference Abstract

BMJ Open

NeuroBlu, an Electronic Health Record (EHR) Trusted Research Environment (TRE) to Support Mental Healthcare Analytics with Real-World Data

Rashmi Patel et al.

April 22, 2022

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Peer-Reviewed Paper

THE AMERICAN PROFESSIONAL SOCIETY OF ADHD AND RELATED DISORDERS

Treatment Response and Time to Treatment Discontinuation in Young Children with ADHD: An Analysis of Real-World Data from Electronic Medical Records

Scott Kollins et al.

January 15, 2022

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Conference Abstract

HOLMUSK WHITEPAPERS

The Need for Real-World Evidence to Close the Behavioral Health Evidence Gap

Holmusk

December 16, 2021

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Others

AMERICAN COLLEGE OF NEUROPSYCHOPHARMACOLOGY

Are Symptoms and Function Distinct Depression Treatment Targets in the Real World?

Scott Kollins, PhD et al.

December 8, 2021

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Conference Abstract

Value in Health

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

Rashmi Patel et al.

November 30, 2021

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Conference Abstract

Neuropsychiatric Disease and Treatment

Factors That Affect Patient Attrition in Buprenorphine Treatment for Opioid Use Disorder: A Retrospective Real-World Study Using Electronic Health Records

Sheryl Ker et al.

October 28, 2021

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Peer-Reviewed Paper

American Academy of Child & Adolescent Psychiatry (AACAP) 68th Annual Meeting

Relationship Between Polypharmacy and Clinical Functioning in Patients With ADHD: A Retrospective Analysis of Real-World Data

Matthew Valko et al.

October 1, 2021

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Conference Abstract

American Society of Clinical Psychopharmacology Annual Meeting

Buprenorphine Treatment Retention in Individuals with Opioid Use Disorder: Insights from Real-World Dataset

Anisha Balani et al.

June 1, 2021

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Conference Abstract

American Society of Clinical Psychopharmacology Annual Meeting

NeuroBlu: A Longitudinal Real-World Evidence Platform for Behavioral Health Research

Qian Chen et al.

June 1, 2021

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Conference Abstract

American Society of Clinical Psychopharmacology Annual Meeting

Natural Language Processing-Based Quantification of the Mental State of Psychiatric Patients

Sankha S. Mukherjee et al

June 1, 2021

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Conference Abstract

Journal of Computational Psychiatry

Natural Language Processing-Based Quantification of the Mental State of Psychiatric Patients

Sankha S. Mukherjee et al

December 31, 2020

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Peer-Reviewed Paper