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For: Han L, Ball R, Pamer CA, Altman RB, Proestel S. Development of an automated assessment tool for MedWatch reports in the FDA adverse event reporting system. J Am Med Inform Assoc 2018;24:913-920. [PMID: 28371826 DOI: 10.1093/jamia/ocx022] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Accepted: 02/24/2017] [Indexed: 11/13/2022]  Open
Number Cited by Other Article(s)
1
Ball R, Talal AH, Dang O, Muñoz M, Markatou M. Trust but Verify: Lessons Learned for the Application of AI to Case-Based Clinical Decision-Making From Postmarketing Drug Safety Assessment at the US Food and Drug Administration. J Med Internet Res 2024;26:e50274. [PMID: 38842929 PMCID: PMC11190620 DOI: 10.2196/50274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 12/22/2023] [Accepted: 04/26/2024] [Indexed: 06/07/2024]  Open
2
Morris R, Ali R, Cheng F. Drug Repurposing Using FDA Adverse Event Reporting System (FAERS) Database. Curr Drug Targets 2024;25:454-464. [PMID: 38566381 DOI: 10.2174/0113894501290296240327081624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 03/05/2024] [Accepted: 03/15/2024] [Indexed: 04/04/2024]
3
Morris R, Todd M, Aponte NZ, Salcedo M, Bruckner M, Garcia AS, Webb R, Bu K, Han W, Cheng F. The association between warfarin usage and international normalized ratio increase: systematic analysis of FDA Adverse Event Reporting System (FAERS). THE JOURNAL OF CARDIOVASCULAR AGING 2023;3:39. [PMID: 38235056 PMCID: PMC10793998 DOI: 10.20517/jca.2023.33] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/19/2024]
4
Botsis T, Kreimeyer K. Improving drug safety with adverse event detection using natural language processing. Expert Opin Drug Saf 2023;22:659-668. [PMID: 37339273 DOI: 10.1080/14740338.2023.2228197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 06/19/2023] [Indexed: 06/22/2023]
5
Ricketts J, Barry D, Guo W, Pelham J. A Scoping Literature Review of Natural Language Processing Application to Safety Occurrence Reports. SAFETY 2023. [DOI: 10.3390/safety9020022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/09/2023]  Open
6
Gosselt HR, Bazelmans EA, Lieber T, van Hunsel FPAM, Härmark L. Development of a multivariate prediction model to identify individual case safety reports which require clinical review. Pharmacoepidemiol Drug Saf 2022;31:1300-1307. [PMID: 36251280 DOI: 10.1002/pds.5553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 10/06/2022] [Accepted: 10/10/2022] [Indexed: 12/15/2022]
7
Zhao Y, Yu Y, Wang H, Li Y, Deng Y, Jiang G, Luo Y. Machine Learning in Causal Inference: Application in Pharmacovigilance. Drug Saf 2022;45:459-476. [PMID: 35579811 PMCID: PMC9114053 DOI: 10.1007/s40264-022-01155-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/09/2022] [Indexed: 01/28/2023]
8
Ball R, Dal Pan G. "Artificial Intelligence" for Pharmacovigilance: Ready for Prime Time? Drug Saf 2022;45:429-438. [PMID: 35579808 PMCID: PMC9112277 DOI: 10.1007/s40264-022-01157-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/10/2022] [Indexed: 01/28/2023]
9
Chopard D, Treder MS, Corcoran P, Ahmed N, Johnson C, Busse M, Spasic I. Text Mining of Adverse Events in Clinical Trials: Deep Learning Approach. JMIR Med Inform 2021;9:e28632. [PMID: 34951601 PMCID: PMC8742206 DOI: 10.2196/28632] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 08/01/2021] [Accepted: 11/14/2021] [Indexed: 11/28/2022]  Open
10
Lalani C, Kunwar EM, Kinard M, Dhruva SS, Redberg RF. Reporting of Death in US Food and Drug Administration Medical Device Adverse Event Reports in Categories Other Than Death. JAMA Intern Med 2021;181:1217-1223. [PMID: 34309624 PMCID: PMC8314174 DOI: 10.1001/jamainternmed.2021.3942] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
11
Feature engineering and machine learning for causality assessment in pharmacovigilance: Lessons learned from application to the FDA Adverse Event Reporting System. Comput Biol Med 2021;135:104517. [PMID: 34130003 DOI: 10.1016/j.compbiomed.2021.104517] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Revised: 05/20/2021] [Accepted: 05/21/2021] [Indexed: 10/21/2022]
12
Evolution of Hematology Clinical Trial Adverse Event Reporting to Improve Care Delivery. Curr Hematol Malig Rep 2021;16:126-131. [PMID: 33786724 DOI: 10.1007/s11899-021-00627-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/21/2021] [Indexed: 10/21/2022]
13
Phillips T, Schulte JM, Smith EA, Roth B, Kleinschmidt KC. COVID-19 and contamination: impact on exposures to alcohol-based hand sanitizers reported to Texas Poison Control Centers, 2020. Clin Toxicol (Phila) 2021;59:926-931. [DOI: 10.1080/15563650.2021.1887491] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
14
Muñoz MA, Dal Pan GJ, Wei YJJ, Delcher C, Xiao H, Kortepeter CM, Winterstein AG. Towards Automating Adverse Event Review: A Prediction Model for Case Report Utility. Drug Saf 2021;43:329-338. [PMID: 31912439 DOI: 10.1007/s40264-019-00897-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
15
Bate A, Hobbiger SF. Artificial Intelligence, Real-World Automation and the Safety of Medicines. Drug Saf 2020;44:125-132. [PMID: 33026641 DOI: 10.1007/s40264-020-01001-7] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/08/2020] [Indexed: 12/16/2022]
16
Spiker J, Kreimeyer K, Dang O, Boxwell D, Chan V, Cheng C, Gish P, Lardieri A, Wu E, De S, Naidoo J, Lehmann H, Rosner GL, Ball R, Botsis T. Information Visualization Platform for Postmarket Surveillance Decision Support. Drug Saf 2020;43:905-915. [DOI: 10.1007/s40264-020-00945-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
17
Young IJB, Luz S, Lone N. A systematic review of natural language processing for classification tasks in the field of incident reporting and adverse event analysis. Int J Med Inform 2019;132:103971. [PMID: 31630063 DOI: 10.1016/j.ijmedinf.2019.103971] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2019] [Revised: 08/06/2019] [Accepted: 09/14/2019] [Indexed: 12/26/2022]
18
Wang SV, Patterson OV, Gagne JJ, Brown JS, Ball R, Jonsson P, Wright A, Zhou L, Goettsch W, Bate A. Transparent Reporting on Research Using Unstructured Electronic Health Record Data to Generate ‘Real World’ Evidence of Comparative Effectiveness and Safety. Drug Saf 2019;42:1297-1309. [DOI: 10.1007/s40264-019-00851-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
19
Dal Pan GJ. Real-World Data, Advanced Analytics, and the Evolution of Postmarket Drug Safety Surveillance. Clin Pharmacol Ther 2019;106:28-30. [PMID: 30958565 DOI: 10.1002/cpt.1415] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
20
Jose J, Rafeek NR. Pharmacovigilance in India in Comparison With the USA and European Union: Challenges and Perspectives. Ther Innov Regul Sci 2018;53:781-786. [PMID: 30554527 DOI: 10.1177/2168479018812775] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
21
Iqbal E, Mallah R, Rhodes D, Wu H, Romero A, Chang N, Dzahini O, Pandey C, Broadbent M, Stewart R, Dobson RJB, Ibrahim ZM. ADEPt, a semantically-enriched pipeline for extracting adverse drug events from free-text electronic health records. PLoS One 2017;12:e0187121. [PMID: 29121053 PMCID: PMC5679515 DOI: 10.1371/journal.pone.0187121] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2017] [Accepted: 10/13/2017] [Indexed: 11/22/2022]  Open
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