Using natural language processing of clinical text to enhance identification of opioid‐related overdoses in electronic health records data

por Hazlehurst, Brian, Green, Carla A., Perrin, Nancy A., Brandes, John, Carrell, David S., Baer, Andrew, DeVeaugh‐Geiss, Angela, Coplan, Paul M.
Publicado 2019

Development of a machine learning model to predict mild cognitive impairment using natural language processing in the absence of screening

por Penfold, Robert B., Carrell, David S., Cronkite, David J., Pabiniak, Chester, Dodd, Tammy, Glass, Ashley MH, Johnson, Eric, Thompson, Ella, Arrighi, H. Michael, Stang, Paul E.
Publicado 2022

Identifying and classifying opioid‐related overdoses: A validation study

por Green, Carla A., Perrin, Nancy A., Hazlehurst, Brian, Janoff, Shannon L., DeVeaugh‐Geiss, Angela, Carrell, David S., Grijalva, Carlos G., Liang, Caihua, Enger, Cheryl L., Coplan, Paul M.
Publicado 2019

Measuring problem prescription opioid use among patients receiving long-term opioid analgesic treatment: development and evaluation of an algorithm for use in EHR and claims data

por Carrell, David S., Albertson-Junkans, Ladia, Ramaprasan, Arvind, Scull, Grant, Mackwood, Matt, Johnson, Eric, Cronkite, David J., Baer, Andrew, Hansen, Kris, Green, Carla A., Hazlehurst, Brian L., Janoff, Shannon L., Coplan, Paul M., DeVeaugh-Geiss, Angela, Grijalva, Carlos G., Liang, Caihua, Enger, Cheryl L., Lange, Jane, Shortreed, Susan M., Von Korff, Michael
Publicado 2020

GWAS and enrichment analyses of non-alcoholic fatty liver disease identify new trait-associated genes and pathways across eMERGE Network

por Namjou, Bahram, Lingren, Todd, Huang, Yongbo, Parameswaran, Sreeja, Cobb, Beth L., Stanaway, Ian B., Connolly, John J., Mentch, Frank D., Benoit, Barbara, Niu, Xinnan, Wei, Wei-Qi, Carroll, Robert J., Pacheco, Jennifer A., Harley, Isaac T. W., Divanovic, Senad, Carrell, David S., Larson, Eric B., Carey, David J., Verma, Shefali, Ritchie, Marylyn D., Gharavi, Ali G., Murphy, Shawn, Williams, Marc S., Crosslin, David R., Jarvik, Gail P., Kullo, Iftikhar J., Hakonarson, Hakon, Li, Rongling, Xanthakos, Stavra A., Harley, John B.
Publicado 2019