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Public Health Genomics and Precision Health Knowledge Base (v9.0)
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Precision Health Database|Search|Public Health Genomics and Precision Health Knowledge Base (PHGKB)
Last data update: Apr 23, 2024
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Opioid[original query]>>Original Studies[Product Type]
Enhanced phenotypes for identifying opioid overdose in emergency department visit electronic health record data.
Ralph Ward et al. JAMIA Open 2024 6(3) ooad081
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Outcome prediction of methadone poisoning in the United States: implications of machine learning in the National Poison Data System (NPDS).
Omid Mehrpour et al. Drug Chem Toxicol 2023 1-8
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Artificial Intelligence-Enabled Software Prototype to Inform Opioid Pharmacovigilance From Electronic Health Records: Development and Usability Study.
Alfred Sorbello et al. JMIR AI 2023 2
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CYP2D6-guided opioid therapy for adults with cancer pain: a randomized implementation clinical trial.
Scott A Mosley et al. Pharmacotherapy 2023
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Genome-wide association study on pharmacological outcomes of musculoskeletal pain in UK Biobank.
Song Li et al. Pharmacogenomics J 2023
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Genetics of cannabis use in opioid use disorder: A genome-wide association and polygenic risk score study.
Alannah Hillmer et al. PLoS One 2023 18(7) e0289059
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Pharmacogenetics of Lethal Opioid Overdose: Review of Current Evidence and Preliminary Results from a Pilot Study.
Leen Magarbeh et al. J Pers Med 2023 13(6)
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Using Electronic Medical Records and Clinical Notes to Predict the Outcome of Opioid Treatment Program.
Wanting Cui et al. Stud Health Technol Inform 2023 305568-571
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Genome-wide analyses reveal novel opioid use disorder loci and genetic overlap with schizophrenia, bipolar disorder, and major depression.
Børge Holen et al. Addict Biol 2023 28(6) e13282
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An Artificial Intelligence-Based Smartphone App for Assessing the Risk of Opioid Misuse in Working Populations Using Synthetic Data: Pilot Development Study.
A B M Rezbaul Islam et al. JMIR Form Res 2023 7e45434
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Algorithms to Identify Nonmedical Opioid Use.
Kimberley C Brondeel et al. Current pain and headache reports 2023
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Development and validation of an overdose risk prediction tool using prescription drug monitoring program data.
Walid F Gellad et al. Drug and alcohol dependence 2023 246109856
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Predicting benzodiazepine prescriptions: A proof-of-concept machine learning approach.
Kerry L Kinney et al. Frontiers in psychiatry 2023 141087879
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Opioid death projections with AI-based forecasts using social media language.
Matthew Matero et al. NPJ digital medicine 2023 6(1) 35
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Implementation of CYP2D6-guided opioid therapy at Cincinnati Children's Hospital Medical Center.
Laura B Ramsey et al. American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists 2023
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Intraoperative use of the machine learning-derived nociception level monitor results in less pain in the first 90 min after surgery.
Imeen van der Wal et al. Frontiers in pain research (Lausanne, Switzerland) 2023 31086862
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Development and Validation of a Machine Learning Model to Estimate Risk of Adverse Outcomes Within 30 Days of Opioid Dispensation.
Sharma Vishal et al. JAMA network open 2022 5(12) e2248559
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Identifying High-Risk Comorbidities Associated with Opioid Use Patterns Using Electronic Health Record Prescription Data.
Jennings Mariela V et al. Complex psychiatry 2022 8(1-2) 47-55
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Use of Predictive Analytics to Identify Unhealthy Opioid Use and Guide Intervention.
Valdes Elise G et al. Psychiatric services (Washington, D.C.) 2022 appips202200034
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Establishing a Longitudinal Opioid Pharmacogenomic Registry for Cancer Patients: Feasibility and Acceptability.
Philip Jennifer et al. Journal of palliative medicine 2022
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Machine learning nonresponse adjustment of patient-reported opioid consumption data to enable consumption-informed postoperative opioid prescribing guidelines.
Kennedy Chris J et al. Surgery in practice and science 2022 10
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Patient Perceptions and Potential Utility of Pharmacogenetic Testing in Chronic Pain Management and Opioid Use Disorder in the Camden Opioid Research Initiative.
Kusic Dara et al. Pharmaceutics 2022 14(9)
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Detection of relevant pharmacogenetic information through exome sequencing in oncology.
Verdez Simon et al. Pharmacogenomics 2022
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Impact of individual and treatment characteristics on wearable sensor-based digital biomarkers of opioid use.
Chapman Brittany P et al. NPJ digital medicine 2022 5(1) 123
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Developing a novel prediction model in opioid overdose using machine learning; a pilot analytical study.
Sakhaee Ehsan et al. Health science reports 2022 5(5) e767
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Patient-Centered Pain Care Using Artificial Intelligence and Mobile Health Tools: A Randomized Comparative Effectiveness Trial.
Piette John D et al. JAMA internal medicine 2022
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Development and Validation of Machine Models Using Natural Language Processing to Classify Substances Involved in Overdose Deaths.
Goodman-Meza David et al. JAMA network open 2022 5(8) e2225593
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Genome-wide association study in individuals of European and African ancestry and multi-trait analysis of opioid use disorder identifies 19 independent genome-wide significant risk loci.
Deak Joseph D et al. Molecular psychiatry 2022
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Individualized Prospective Prediction of Opioid Use Disorder.
Liu Yang S et al. Canadian journal of psychiatry. Revue canadienne de psychiatrie 2022 7067437221114094
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Aiding the prescriber: developing a machine learning approach to personalized risk modeling for chronic opioid therapy amongst US Army soldiers.
Bjarnadóttir Margrét Vilborg et al. Health care management science 2022
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Page last reviewed:
Feb 1, 2024
Page last updated:
Apr 23, 2024
Content source:
Public Health Genomics Branch in the Division of Blood Disorders and Public Health Genomics
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National Center on Birth Defects and Developmental Disabilities
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