Holmusk is solving some of the most complex challenges in behavioral health, using AI/ML techniques and our proprietary real-world data. Below is a selection of our conference presentations and peer-reviewed publications.
Categories
The Journal of Clinical Psychiatry
Learning by Doing: Can Our Collective Experiences as Clinicians Improve Mental Health Care?
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Addiction
Predictability of buprenorphine-naloxone treatment retention: A multi-site analysis combining electronic health records and machine learning
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Duke-Margolis Institute for Health Policy
Real-World Evidence to Support Causal Inference: Methodological Considerations for Non-Interventional Studies
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Duke-Margolis Institute for Health Policy
Regulatory Fit-for-Purpose Considerations for Patient-Generated Health Data
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American Society of Clinical Psychopharmacology
The clinical global impression of severity (CGI-S): Bridging the research-practice gap
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Schizophrenia International Research Society
Clinical characteristics of patients with cognitive impairment associated with schizophrenia
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Schizophrenia International Research Society
Long-term patient functioning and illness burden associated with cognitive impairment and negative symptoms in schizophrenia
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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
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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
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European College of Neuropsychopharmacology Congress
Treatment trajectory in people with borderline personality disorder from diagnosis to 12 months post-diagnosis
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European College of Neuropsychopharmacology Congress
Treatment trajectory in people with major depressive disorder from diagnosis to 12 months post-diagnosis
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European College of Neuropsychopharmacology Congress
Examining differences in clinical and demographic characteristics of patients with post-traumatic stress disorder across adults and paediatric subgroups
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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
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European College of Neuropsychopharmacology Congress
Clinical characteristics of people with borderline personality disorder at 12 months prior to first diagnosis and at diagnosis
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Therapeutic Advances in Psychopharmacology
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
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Duke-Margolis Center for Health Policy
Improving Patient Subgroup Representation with Real-World Data
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Schizophrenia Research
Associations of comorbid substance use disorders with clinical outcomes in schizophrenia using electronic health record data
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International Conference on Pharmacoepidemiology
Real-world evidence on the burden of known side-effects of typical and atypical antipsychotic medications in patients with schizophrenia
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American Society of Clinical Psychopharmacology
Elevated anxiety in patients with major depressive disorder
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Schizophrenia International Research Society
Identifying the treatment gap of undiagnosed tardive dyskinesia: an analysis of unstructured electronic health record data
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International Professional Society for Health Economics and Outcomes Research
Development of a novel transdiagnostic predictor of psychiatric hospitalization using early trajectories of the Clinical Global Impression Scale
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International Professional Society for Health Economics and Outcomes Research
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
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International Professional Society for Health Economics and Outcomes Research
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
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European Congress of Psychiatry
A real-world data analysis of Clinical Global Impression-Severity (CGI-S) as a transdiagnostic predictor of psychiatric hospitalization
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The Lancet Psychiatry
Early trajectory of clinical global impression as a transdiagnostic predictor of psychiatric hospitalisation: a retrospective cohort study
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Academy of Managed Care Pharmacy
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
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Academy of Managed Care Pharmacy
Early clinical instability and increased risk of psychiatric hospitalization: real-world evidence from an analysis of electronic health record data
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ClinicoEconomics and Outcomes Research
Life engagement improvement following initiation of brexpiprazole treatment in patients with MDD: A naturalistic, retrospective real-world study
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Current Medical Research and Opinion
Psychiatric Healthcare Resource Utilization Following Initiation of Aripiprazole Once-Monthly: A Retrospective Real-world Study
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American College of Neuropsychopharmacology
Gender Differences in Adult ADHD Symptoms: Network Analysis of Real-world Data
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National Institute of Health Research MindTech
The impact of a caseload management tool (MaST) on community mental healthcare service delivery
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DGPPN German Association for Psychiatry, Psychotherapy and Psychosomatics
The application of natural language processing to real-world electronic health record data to identify positive and negative symptoms in schizophrenia
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DGPPN German Association for Psychiatry, Psychotherapy and Psychosomatics
The impact of COVID-19 on psychiatric illness severity and care delivery: A real-world data study
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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
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International Professional Society for Health Economics and Outcomes Research: Europe
Transdiagnostic Analysis of Mental Disorder Symptoms Associated with Increased Frequency of Psychiatric Hospitalization
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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
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European College of Neuropsychopharmacology
The Association of Comorbid Substance Use Disorders with Time to Treatment Discontinuation in Patients with Schizophrenia
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European College of Neuropsychopharmacology
Antipsychotic prescribing trends in schizophrenia between 2011 and 2021: real-world data from a US electronic health record database
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Academy of Managed Care Pharmacy: Nexus
Antipsychotic Treatment Patterns in Patients with Schizophrenia
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Psych Congress
Associations Between Cognitive Symptoms and Poor Clinical Outcomes in Schizophrenia: Real-world Evidence from an Electronic Health Record Study
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Psych Congress
A Network Analysis of Borderline Personality Disorder Symptoms: A Real-world Data (RWD), Electronic Health Record (EHR) Study
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European Conference on Mental Health
The Impact of a Caseload Management Tool (MaST) on Community Mental Health Team Care Contacts with Mental Health Service Users
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Royal College of Nursing
Evaluation of the Impact of the Use of a Caseload Management Tool (MaST) in Mersey Care NHS Foundation Trust
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Psychiatric Times
Digital Health as an Enabler for Patient-Centric, Outcome-Based Care
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BJ Psych Open
Derivation and Validation of the Management and Supervision Tool (MaST) Risk of Crisis (RoC) Algorithm Using Electronic Health Record (EHR) Data
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Faculty of Clinical Informatics
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
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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
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European Congress of Psychiatry
The Management and Supervision Tool (MaST): An Electronic Crisis Risk Prediction Tool to Support Safe and Effective Mental Healthcare
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American Society of Clinical Psychopharmacology
Challenges and Opportunities in the Use of Real-world Evidence to Advance Treatment Development in Behavioral Health
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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
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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
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American Psychiatric Association
Relationship Between Polypharmacy and Clinical Functioning in Patients With ADHD: A Retrospective Analysis of Real World Data
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American Psychiatric Association
A Transdiagnostic, Natural Language Processing Analysis of Mental Disorder Symptom Burden Using Electronic Health Record Data
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International Professional Society for Health Economics and Outcomes Research
Illness Severity Associated with Comorbid Substance Use Disorders in Schizophrenia: An Electronic Health Record Study
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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
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Journal of Alzheimer's Disease
Alzheimer’s Disease: Key Insights from Two Decades of Clinical Trial Failures
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BMJ Open
NeuroBlu, an Electronic Health Record (EHR) Trusted Research Environment (TRE) to Support Mental Healthcare Analytics with Real-world Data
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Schizophrenia International Research Society
Positive and Negative Symptoms in Schizophrenia: A Natural Language Processing Study of Realworld Electronic Health Record Data
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Schizophrenia International Research Society
Associations of Comorbid Substance Use Disorders with Healthcare Service Utilization: A Cohort Using Electronic Health Record Data
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The Journal of Child Psychology and Psychiatry
Editorial: The Gathering Storm: A U.S. Perspective on the Scientific Response to the COVID-19 Child and Adolescent Mental Health Crisis
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PLOS Digital Health
Best Practices in the Real-world Data Life Cycle
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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
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Holmusk Whitepapers
The Need for Real-World Evidence to Close the Behavioral Health Evidence Gap
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American College of Neuropsychopharmacology
Are Symptoms and Functioning Distinct Depression Treatment Targets in the Real World?
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INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH ANNUAL EUROPEAN CONGRESS
Impact of Comorbid Cannabis Use Disorders in Schizophrenia: An Electronic Health Record Real World Data Study
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Psych Congress
Patient life engagement improvements associated with brexpiprazole
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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
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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
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Informatics in Medicine Unlocked
A Neural System Dynamics Modeling Platform and its Applications in Randomized Controlled Trial Data Analysis
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American Society of Clinical Psychopharmacology Annual Meeting
Buprenorphine Treatment Retention in Individuals with Opioid Use Disorder: Insights from Real-World Dataset
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American Society of Clinical Psychopharmacology Annual Meeting
NeuroBlu®: A Longitudinal Real-World Evidence Platform for Behavioral Health Research
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American Society of Clinical Psychopharmacology Annual Meeting
Natural Language Processing-Based Quantification of the Mental State of Psychiatric Patients
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The Journal of Child Psychology and Psychiatry
Editorial: Is Child Mental Health Research Structurally Racist?
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Journal of Computational Psychiatry
Natural Language Processing-Based Quantification of the Mental State of Psychiatric Patients
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Holmusk
Generalized Modeling Framework for Disease Progression in Chronic & Mental Health
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International Journal of Bipolar Disorders
The Effects of Vagus Nerve Stimulation on the Course and Outcomes of Patients with Bipolar Disorder in a Treatment-resistant Depressive Episode: a 5-year Prospective Registry
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Holmusk
Digital Therapeutics in Asia - The Key to Managing Healthcare Costs
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Psychiatric Quarterly
Antidepressant Regulatory Warnings, Prescription Patterns, Suicidality and Other Aggressive Behaviors in Major Depressive Disorder and Anxiety Disorders
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Psychiatric Services
Use of Augmentation Agents for Treating Depression: Analysis of a Psychiatric Electronic Medical Record Data Set
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Journal of Psychiatric Research
Co-morbid Substance Use Disorders with Other Axis I and II Mental Disorders Among Treatment-seeking Asian Americans, Native Hawaiians/Pacific Islanders, and Mixed-race People
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Journal of Psychiatric Research
Using Electronic Health Records Data to Assess Comorbidities of Substance Use and Psychiatric Diagnoses and Treatment Settings Among Adults
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The Primary Care Companion for CNS Disorders
The Effectiveness of Antidepressant Monotherapy in a Naturalistic Outpatient Setting
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American Journal of Geriatric Psychiatry
Cognitive Improvement Following Treatment in Late Life Depression: Relationship to Vascular Risk and Age of Onset
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Clinical and Translational Science
Patient Electronic Health Data-driven Approach to Clinical Decision Support
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Journal of Biomedical Informatics
VisualDecisionLinc: A Visual Analytics Approach for Comparative Effectiveness-based Clinical Decision Support in Psychiatry
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Journal of Psychiatric Research
Substance Use Disorders and Comorbid Axis I and II Psychiatric Disorders Among Young Psychiatric Patients: Findings from a Large Electronic Health Records Database
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JAMA Psychiatry
Support for the Vascular Depression Hypothesis in Late-Life Depression: Results of a 2-Site, Prospective, Antidepressant Treatment Trial
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Psychosomatics
Prevalence of HIV Infection in a General Psychiatric Outpatient Population
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Biological Psychiatry
Cognitive Function in Late Life Depression: Relationships to Depression Severity, Cerebrovascular Risk Factors and Processing Speed
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Neuropsychopharmacology
Medical Comorbidity in a Bipolar Outpatient Clinical Population
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