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Opioid related aberrant behaviors (ORABs) present novel risk factors for opioid overdose.
Fatal heroin ‘overdose’: a review
Shane Darke and Deborah Zador. 1996 · 1996
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Opioid therapy for chronic nonmalignant pain: a review of the critical issues
Russell K Portenoy. 1996 · 1996
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Development of a self-report screening instrument for assessing potential opioid medication misuse in chronic pain patients
Laura L Adams, Robert J Gatchel, Richard C Robinson, Peter Polatin, Noor Gajraj, Martin Deschner, and Carl Noe. 2004 · 2004
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Identifying controlled substance patterns of utilization requiring evaluation using administrative claims data
Lisa A Schloff, Thomas S Rector, Raafat Seifeldin, and J David Haddox. 2004 · 2004
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Predicting aberrant behaviors in opioid-treated patients: preliminary validation of the opioid risk tool
Lynn R Webster and Rebecca M Webster. 2005 · 2005
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Usefulness of prescription monitoring programs for surveillance—analysis of schedule ii opioid prescription data in massachusetts, 1996–2006
Nathaniel Katz, Lee Panas, MeeLee Kim, Adele D Audet, Arnold Bilansky, John Eadie, Peter Kreiner, Florence C Paillard, Cindy Thomas, and Grant Carrow. 2010 · 2006
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Commentary on jung and reidenberg’s “physicians being deceived”: aberrant drug-taking behaviors: what pain physicians can know (or should know)
Steven D Passik and Kenneth L Kirsh. 2007 · 2007
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Wilcoxon signed-rank test
Robert F Woolson. 2007 · 2007
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Reported lifetime aberrant drug-taking behaviors are predictive of current substance use and mental health problems in primary care patients
Michael F Fleming, James Davis, and Steven D Passik. 2008 · 2008
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Monitoring opioid adherence in chronic pain patients: Tools, techniques and utility
MD Laxmaiah Manchikanti, MD Sairam Atluri, and MD Andrea Trescot. 2008 · 2008
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Risks for possible and probable opioid misuse among recipients of chronic opioid therapy in commercial and medicaid insurance plans: The troup study
Mark D Sullivan, Mark J Edlund, Ming-Yu Fan, Andrea DeVries, Jennifer Brennan Braden, and Bradley C Martin. 2010 · 2010
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Prescription drug monitoring programs and death rates from drug overdose
Leonard J Paulozzi, Edwin M Kilbourne, and Hema A Desai. 2011 · 2011
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Clinical policy: critical issues in the prescribing of opioids for adult patients in the emergency department
Stephen V Cantrill, Michael D Brown, Russell J Carlisle, Kathleen A Delaney, Daniel P Hays, Lewis S Nelson, Robert E O’Connor, AnnMarie Papa, Karl A Sporer, Knox H Todd, et al. 2012 · 2012
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Prescription drug monitoring programs: an assessment of the evidence for best practices
Thomas Clark, John Eadie, Peter Kreiner, and Gail Strickler. 2012 · 2012
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Evaluation measures for models assessment over imbalanced data sets
Mohamed Bekkar, Hassiba Kheliouane Djemaa, and Taklit Akrouf Alitouche. 2013 · 2013
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Memorandum: Medicare part d overutilization monitoring system
CG Tudor. 2013 · 2013
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Benzodiazepines: a major component in unintentional prescription drug overdoses with opioid analgesics
Michael Jann, William Klugh Kennedy, and Gaylord Lopez. 2014 · 2014
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The precision–recall curve overcame the optimism of the receiver operating characteristic curve in rare diseases
Brice Ozenne, Fabien Subtil, and Delphine Maucort-Boulch. 2015 · 2015
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Five ways to look at cohen’s kappa
Matthijs J Warrens. 2015 · 2015
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Mandatory provider review and pain clinic laws reduce the amounts of opioids prescribed and overdose death rates
Deborah Dowell, Kun Zhang, Rita K Noonan, and Jason M Hockenberry. 2016 · 2016
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Mimic-iii, a freely accessible critical care database
Alistair EW Johnson, Tom J Pollard, Lu Shen, Li-wei H Lehman, Mengling Feng, Mohammad Ghassemi, Benjamin Moody, Peter Szolovits, Leo Anthony Celi, and Roger G Mark. 2016 · 2016
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Dental opioid prescribing and multiple opioid prescriptions among dental patients: administrative data from the south carolina prescription drug monitoring program
Jenna L McCauley, J Madison Hyer, V Ramesh Ramakrishnan, Renata Leite, Cathy L Melvin, Roger B Fillingim, Christie Frick, and Kathleen T Brady. 2016 · 2016
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Introduction to machine learning with Python: a guide for data scientists
Andreas C Müller and Sarah Guido. 2016 · 2016
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Hospital inpatient stays related to opioid use disorder and endocarditis, 2016: statistical brief# 256
Audrey J Weiss, Kevin C Heslin, Carol Stocks, and Pamela L Owens. 2020 · 2016
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To combat the opioid epidemic we must be honest about all its causes
David Blumenthal and Shanoor Seervai. 2017 · 2017
Cited alongside, same era.
The economic burden of opioid use disorder and fatal opioid overdose in the United States, 2017
Curtis Florence, Feijun Luo, and Ketra Rice. 2021 · 2017
Cited alongside, same era.
Drug companies’ liability for the opioid epidemic
Rebecca L Haffajee and Michelle M Mello. 2017 · 2017
Cited alongside, same era.
Detecting opioid-related aberrant behavior using natural language processing
Jesse M Lingeman, Priscilla Wang, William Becker, and Hong Yu. 2017 · 2017
Cited alongside, same era.
Association between concurrent use of prescription opioids and benzodiazepines and overdose: retrospective analysis
Eric C Sun, Anjali Dixit, Keith Humphreys, Beth D Darnall, Laurence C Baker, and Sean Mackey. 2017 · 2017
Cited alongside, same era.
Risk factors associated with nonfatal opioid overdose leading to intensive care unit admission: a cross-sectional study
Avijit Mitra, Hiba Ahsan, Wenjun Li, Weisong Liu, Robert D Kerns, Jack Tsai, William Becker, David A Smelson, Hong Yu, et al. 2021 · 2021
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Opioids and chronic pain: an analytic review of the clinical evidence
Stephen E Nadeau, Jeffrey K Wu, and Richard A Lawhern. 2021 · 2021
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Opioid addiction
Mohammadreza Azadfard, Martin R. Huecker, and James M. Leaming. 2022 · 2022
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Scaling instruction-finetuned language models
Hyung Won Chung, Le Hou, Shayne Longpre, Barret Zoph, Yi Tay, William Fedus, Eric Li, Xuezhi Wang, Mostafa Dehghani, Siddhartha Brahma, et al. 2022 · 2022
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Cdc clinical practice guideline for prescribing opioids for pain—united states, 2022
Deborah Dowell, Kathleen R Ragan, Christopher M Jones, Grant T Baldwin, and Roger Chou. 2022 · 2022
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Katie Thomas and Charles Ornstein. 2017 · 2017
Cited alongside, same era.
Safe opioid use: management of opioid-related adverse effects and aberrant behaviors
Joseph Arthur and David Hui. 2018 · 2018
Cited alongside, same era.
BERT: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018 · 2018
Cited alongside, same era.
Publicly available clinical BERT embeddings
Emily Alsentzer, John Murphy, William Boag, Wei-Hung Weng, Di Jindi, Tristan Naumann, and Matthew McDermott. 2019 · 2019
Cited alongside, same era.
Using prescription claims to detect aberrant behaviors with opioids: comparison and validation of 5 algorithms
Kathryn Rough, Krista F Huybrechts, Sonia Hernandez-Diaz, Rishi J Desai, Elisabetta Patorno, and Brian T Bateman. 2019 · 2019
Cited alongside, same era.
Machine learning and natural language processing for geolocation-centric monitoring and characterization of opioid-related social media chatter
Abeed Sarker, Graciela Gonzalez-Hernandez, Yucheng Ruan, and Jeanmarie Perrone. 2019 · 2019
Cited alongside, same era.
Eda: Easy data augmentation techniques for boosting performance on text classification tasks
Jason Wei and Kai Zou. 2019 · 2019
Cited alongside, same era.
Development and validation of machine models using natural language processing to classify substances involved in overdose deaths
David Goodman-Meza, Chelsea L Shover, Jesus A Medina, Amber B Tang, Steven Shoptaw, and Alex AT Bui. 2022 · 2022
Later among the works it cites.
Patient experiences of prescription drug monitoring programs: a qualitative analysis from an australian pharmaceutical helpline
Sarah Haines, Ashley Lam, Michael Savic, and Adrian Carter. 2022 · 2022
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MLCM: Multi-label confusion matrix
Mohammadreza Heydarian, Thomas E Doyle, and Reza Samavi. 2022 · 2022
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MedJEx: A medical jargon extraction model with Wiki’s hyperlink span and contextualized masked language model score
Sunjae Kwon, Zonghai Yao, Harmon Jordan, David Levy, Brian Corner, and Hong Yu. 2022 · 2022
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Using natural language processing to detect opioid-related aberrant behaviors from electronic health records
Xun Wang. 2022 · 2022
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Do prompt-based models really understand the meaning of their prompts?
Albert Webson and Ellie Pavlick. 2022 · 2022
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Knowledge injected prompt based fine-tuning for multi-label few-shot icd coding
Zhichao Yang, Shufan Wang, Bhanu Pratap Singh Rawat, Avijit Mitra, and Hong Yu. 2022 · 2022
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Automatically identifying opioid use disorder in non-cancer patients on chronic opioid therapy
Vivienne J Zhu, Leslie A Lenert, Kelly S Barth, Kit N Simpson, Hong Li, Michael Kopscik, and Kathleen T Brady. 2022 · 2022
Later among the works it cites.
The economic toll of the opioid crisis reached nearly $1.5 trillion in 2020
Don Beyer. 2022 · 2023
Closest in time.
Prescription drug monitoring programs (PDMPs)
Center for Disease Control and Prevention . 2023 · 2023
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Provisional drug overdose death counts
Centers for Disease Control and Prevention. 2023 · 2023
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eHOST: The extensible human oracle suite of tools
eHOST. 2011 · 2023
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MIMIC-IV
Alistair Johnson, Lucas Bulgarelli, Tom Pollard, Steven Horng, Leo Anthony Celi, and Roger Mark. 2023 · 2023
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Vision meets definitions: Unsupervised visual word sense disambiguation incorporating gloss information
Sunjae Kwon, Rishabh Garodia, Minhwa Lee, Zhichao Yang, and Hong Yu. 2023 · 2023
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Aberrant drug taking behaviors information sheet
National Institute on Drug Abuse. 2023 · 2023
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Using natural language processing to identify opioid use disorder in electronic health record data
Jade Singleton, Chengxi Li, Peter D Akpunonu, Erin L Abner, and Anna M Kucharska-Newton. 2023 · 2023
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Health care provider definition and cross-reference table
The Office of the National Coordinator for Health Information Technology. 2020 · 2023
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Does a physician need a patient’s written authorization to send a copy of the patient’s medical record to a specialist or other health care provider who will treat the patient?
U.S. Department of Health and Human Service. 2021 · 2023
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Multi-label few-shot icd coding as autoregressive generation with prompt
Zhichao Yang, Sunjae Kwon, Zonghai Yao, and Hong Yu. 2023 · 2023
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