Mike Conway

Determining the prevalence of cannabis, tobacco, and vaping device mentions in online communities using natural language processing.

Mengke Hu, Ryzen Benson, Annie T Chen, Shu-Hong Zhu, Mike Conway

Journal article  |  2021  |  Drug Alcohol Depend

INTRODUCTION: The relationship between cannabis, tobacco, and vaping devices is both rapidly changing and poorly understood, with ..

Adaptation of an NLP system to a new healthcare environment to identify social determinants of health

Ruth M Reeves, Lee Christensen, Jeremiah R Brown, Michael Conway, Maxwell Levis, Glenn T Gobbel, Rashmee U Shah, Christine Goodrich, Iben Ricket, Freneka Minter, Andrew Bohm, Bruce E Bray, Michael E Matheny, Wendy Chapman

Journal article  |  2021  |  JOURNAL OF BIOMEDICAL INFORMATICS

Social determinants of health (SDoH) are increasingly important factors for population health, healthcare outcomes, and care deliv..

A Scoping Review and Content Analysis of Common Depressive Symptoms of Young People

Jia-Wen Guo, Brooks R Keeshin, Mike Conway, Wendy W Chapman, Katherine A Sward

Journal article  |  2021  |  JOURNAL OF SCHOOL NURSING

School nurses are the most accessible health care providers for many young people including adolescents and young adults. Early id..

Investigating the Attitudes of Adolescents and Young Adults Towards JUUL: Computational Study Using Twitter Data.

Ryzen Benson, Mengke Hu, Annie T Chen, Subhadeep Nag, Shu-Hong Zhu, Mike Conway

Journal article  |  2020  |  JMIR Public Health Surveill

BACKGROUND: Increases in electronic nicotine delivery system (ENDS) use among high school students from 2017 to 2019 appear to be ..

Effectiveness of WhatsApp online group discussion for smoking relapse prevention: protocol for a pragmatic randomized controlled trial.

Yee Tak Derek Cheung, Ching Han Helen Chan, Kin Sang Ho, Wai-Yin Patrick Fok, Mike Conway, Carlos King Ho Wong, William Ho Cheung Li, Man Ping Wang, Tai Hing Lam

Journal article  |  2020  |  Addiction

BACKGROUND AND AIMS: Sustained psychosocial support via online social groups may help former tobacco users maintain abstinence. Th..

Predicting Optimal Hypertension Treatment Pathways Using Recurrent Neural Networks.

Xiangyang Ye, Qing T Zeng, Julio C Facelli, Diana I Brixner, Mike Conway, Bruce E Bray

Journal article  |  2020  |  Int J Med Inform

BACKGROUND: In ambulatory care settings, physicians largely rely on clinical guidelines and guideline-based clinical decision supp..

Recent Advances in Using Natural Language Processing to Address Public Health Research Questions Using Social Media and ConsumerGenerated Data.

Mike Conway, Mengke Hu, Wendy W Chapman

Journal article  |  2019  |  Yearb Med Inform

OBJECTIVE: We present a narrative review of recent work on the utilisation of Natural Language Processing (NLP) for the analysis o..

The PsyTAR dataset: From patients generated narratives to a corpus of adverse drug events and effectiveness of psychiatric medications.

Maryam Zolnoori, Kin Wah Fung, Timothy B Patrick, Paul Fontelo, Hadi Kharrazi, Anthony Faiola, Nilay D Shah, Yi Shuan Shirley Wu, Christina E Eldredge, Jake Luo, Mike Conway, Jiaxi Zhu, Soo Kyung Park, Kelly Xu, Hamideh Moayyed

Journal article  |  2019  |  Data Brief

The "Psychiatric Treatment Adverse Reactions" (PsyTAR) dataset contains patients' expression of effectiveness and adverse drug eve..

Moonstone: a novel natural language processing system for inferring social risk from clinical narratives

Mike Conway, Salomeh Keyhani, Lee Christensen, Brett R South, Marzieh Vali, Louise C Walter, Danielle L Mowery, Samir Abdelrahman, Wendy W Chapman

Journal article  |  2019  |  JOURNAL OF BIOMEDICAL SEMANTICS

BACKGROUND: Social risk factors are important dimensions of health and are linked to access to care, quality of life, health outco..

Documentation of ENDS Use in the Veterans Affairs Electronic Health Record (2008-2014)

Mike Conway, Danielle L Mowery, Brett R South, Gregory J Stoddard, Wendy W Chapman, Olga V Patterson, Shu-Hong Zhu

Journal article  |  2019  |  AMERICAN JOURNAL OF PREVENTIVE MEDICINE