The Feasibility and Utility of Harnessing Digital Health to Understand Clinical Trajectories in Medication Treatment for Opioid Use Disorder: D-TECT Study Design and Methodological Considerations

Beyond abstinence and relapse II: momentary relationships between stress, craving, and lapse within clusters of patients with similar patterns of drug use

(2021) Leigh V. Panlilio et al.   PSYCHOPHARMACOLOGY

Retention in opioid agonist treatment: a rapid review and meta-analysis comparing observational studies and randomized controlled trials

(2021) Jan Klimas et al.   Systematic Reviews

The Application of Machine Learning to Online Mindfulness Intervention Data: a Primer and Empirical Example in Compliance Assessment

(2021) Damien Lekkas et al.   Mindfulness

Big data in digital healthcare: lessons learnt and recommendations for general practice

(2020) Raag Agrawal et al.   HEREDITY

Digital health data-driven approaches to understand human behavior

(2020) Lisa A. Marsch   NEUROPSYCHOPHARMACOLOGY

Digital Phenotyping to Enhance Substance Use Treatment During the COVID-19 Pandemic

(2020) Michael Hsu et al.   JMIR Mental Health

Craving mediates the association between momentary pain and illicit opioid use during treatment for opioid‐use disorder: an ecological momentary assessment study

(2020) Chung Jung Mun et al.   ADDICTION

Retention in care as a quality measure for opioid use disorder

(2019) Stephen A. Martin et al.   Substance Abuse

Stress, craving and mood as predictors of early dropout from opioid agonist therapy

(2019) Leigh V. Panlilio et al.   DRUG AND ALCOHOL DEPENDENCE

Using ecological momentary assessment to assess the temporal relationship between sleep quality and cravings in individuals recovering from substance use disorders

(2018) Lindsey K. Freeman et al.   ADDICTIVE BEHAVIORS

Using ecological momentary assessments to predict relapse after adult substance use treatment

(2018) Christy K Scott et al.   ADDICTIVE BEHAVIORS

Medication for Opioid Use Disorder After Nonfatal Opioid Overdose and Association With Mortality

(2018) Marc R. Larochelle et al.   ANNALS OF INTERNAL MEDICINE

Opportunities and needs in digital phenotyping

(2018) Lisa A. Marsch   NEUROPSYCHOPHARMACOLOGY

Before and after: craving, mood, and background stress in the hours surrounding drug use and stressful events in patients with opioid-use disorder

(2018) Kenzie L. Preston et al.   PSYCHOPHARMACOLOGY

Handling Missing Data in the Modeling of Intensive Longitudinal Data

(2018) Linying Ji et al.   STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL

e-Addictology: An Overview of New Technologies for Assessing and Intervening in Addictive Behaviors

(2018) Florian Ferreri et al.   Frontiers in Psychiatry

Mixed Effect Machine Learning: a framework for predicting longitudinal change in hemoglobin A1c

(2018) Che Ngufor et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Daily Factors Driving Daily Substance Use and Chronic Pain among Older Adults with HIV: An Exploratory Study Using Ecological Momentary Assessment

(2018) Alexis Kuerbis et al.   ALCOHOL

Identifying substance use risk based on deep neural networks and Instagram social media data

(2018) Saeed Hassanpour et al.   NEUROPSYCHOPHARMACOLOGY

Context and craving during stressful events in the daily lives of drug-dependent patients

(2017) Kenzie L. Preston et al.   PSYCHOPHARMACOLOGY

Mortality risk during and after opioid substitution treatment: systematic review and meta-analysis of cohort studies

(2017) Luis Sordo et al.   BMJ-British Medical Journal

Mortality risk during and after opioid substitution treatment: systematic review and meta-analysis of cohort studies

(2017) Luis Sordo et al.   BMJ-British Medical Journal

The need to approximate the use-case in clinical machine learning

(2017) Sohrab Saeb et al.   GigaScience

Opiate Injection-associated Infective Endocarditis in the Southeastern United States

(2016) Lauren Hartman et al.   AMERICAN JOURNAL OF THE MEDICAL SCIENCES

Endocarditis as a Marker for New Epidemics of Injection Drug Use

(2016) Susana Williams Keeshin et al.   AMERICAN JOURNAL OF THE MEDICAL SCIENCES

Toward Refinement of Our Understanding of the Fundamental Nature of Addiction

(2016) Elise E. DeVito et al.   BIOLOGICAL PSYCHIATRY

Validation of the NetSCID: an automated web-based adaptive version of the SCID

(2016) Benjamin B. Brodey et al.   COMPREHENSIVE PSYCHIATRY

Mobile technology and the digitization of healthcare

(2016) Sanjeev P. Bhavnani et al.   EUROPEAN HEART JOURNAL

American Society of Addiction Medicine (ASAM) National Practice Guideline for the Use of Medications in the Treatment of Addiction Involving Opioid Use

(2015) Kyle Kampman et al.   Journal of Addiction Medicine

Increasing incidence and geographic distribution of neonatal abstinence syndrome: United States 2009 to 2012

(2015) S W Patrick et al.   Journal of Perinatology

The digital phenotype

(2015) Sachin H Jain et al.   NATURE BIOTECHNOLOGY

Buprenorphine Treatment for Hospitalized, Opioid-Dependent Patients

(2014) Jane M. Liebschutz et al.   JAMA Internal Medicine

A Randomized Trial of Cognitive Behavioral Therapy in Primary Care-based Buprenorphine

(2012) David A. Fiellin et al.   AMERICAN JOURNAL OF MEDICINE

The PhenX Toolkit: Get the Most From Your Measures

(2011) C. M. Hamilton et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Real-Time Electronic Diary Reports of Cue Exposure and Mood in the Hours Before Cocaine and Heroin Craving and Use

(2009) David H. Epstein et al.   ARCHIVES OF GENERAL PSYCHIATRY

Ecological Momentary Assessment

(2007) Saul Shiffman et al.   Annual Review of Clinical Psychology