Literature DB >> 29204265

Using deep learning to improve medication safety: the untapped potential of social media.

Jiaheng Xie1, Daniel Dajun Zeng1, Zachary A Marcum2.   

Abstract

Year:  2017        PMID： 29204265      PMCID： PMC5703102          DOI： 10.1177/2042098617729318

Source DB:  PubMed          Journal:  Ther Adv Drug Saf        ISSN： 2042-0986


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  8 in total

Review 1.  Adherence to medication.

Authors:  Lars Osterberg; Terrence Blaschke
Journal:  N Engl J Med       Date:  2005-08-04       Impact factor: 91.245

2.  Portable automatic text classification for adverse drug reaction detection via multi-corpus training.

Authors:  Abeed Sarker; Graciela Gonzalez
Journal:  J Biomed Inform       Date:  2014-11-08       Impact factor: 6.317

Review 3.  Deep learning.

Authors:  Yann LeCun; Yoshua Bengio; Geoffrey Hinton
Journal:  Nature       Date:  2015-05-28       Impact factor: 49.962

4.  Mining e-cigarette adverse events in social media using Bi-LSTM recurrent neural network with word embedding representation.

Authors:  Jiaheng Xie; Xiao Liu; Daniel Dajun Zeng
Journal:  J Am Med Inform Assoc       Date:  2018-01-01       Impact factor: 4.497

5.  Medication nonadherence: a diagnosable and treatable medical condition.

Authors:  Zachary A Marcum; Mary Ann Sevick; Steven M Handler
Journal:  JAMA       Date:  2013-05-22       Impact factor: 56.272

6.  Deep learning for pharmacovigilance: recurrent neural network architectures for labeling adverse drug reactions in Twitter posts.

Authors:  Anne Cocos; Alexander G Fiks; Aaron J Masino
Journal:  J Am Med Inform Assoc       Date:  2017-07-01       Impact factor: 4.497

7.  Multiple chronic conditions among US adults: a 2012 update.

Authors:  Brian W Ward; Jeannine S Schiller; Richard A Goodman
Journal:  Prev Chronic Dis       Date:  2014-04-17       Impact factor: 2.830

Review 8.  Clinical and economic burden of adverse drug reactions.

Authors:  Janet Sultana; Paola Cutroneo; Gianluca Trifirò
Journal:  J Pharmacol Pharmacother       Date:  2013-12
  8 in total
  3 in total

1.  Patterns of antihypertensive and statin adherence prior to dementia: findings from the adult changes in thought study.

Authors:  Zachary A Marcum; Rod L Walker; Bobby L Jones; Arvind Ramaprasan; Shelly L Gray; Sascha Dublin; Paul K Crane; Eric B Larson
Journal:  BMC Geriatr       Date:  2019-02-14       Impact factor: 3.921

2.  Clinical Decision Support System Based on Hybrid Knowledge Modeling: A Case Study of Chronic Kidney Disease-Mineral and Bone Disorder Treatment.

Authors:  Syed Imran Ali; Su Woong Jung; Hafiz Syed Muhammad Bilal; Sang-Ho Lee; Jamil Hussain; Muhammad Afzal; Maqbool Hussain; Taqdir Ali; Taechoong Chung; Sungyoung Lee
Journal:  Int J Environ Res Public Health       Date:  2021-12-26       Impact factor: 3.390

3.  Detection and Analysis of Drug Misuses. A Study Based on Social Media Messages.

Authors:  Elise Bigeard; Natalia Grabar; Frantz Thiessard
Journal:  Front Pharmacol       Date:  2018-07-26       Impact factor: 5.810
  3 in total

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