default author photo

Jenna Reps

University of Nottingham - School of Computer Science

Jubilee Campus

Wollaton Road

Nottingham, NG8 1BB

United Kingdom

  • University of Nottingham - School of Computer Science

SCHOLARLY PAPERS

16

DOWNLOADS

583

TOTAL CITATIONS

7

Scholarly Papers (16)

Actions:
Email selected abstracts
1.

Comparison of Algorithms That Detect Drug Side Effects Using Electronic Healthcare Databases

Soft Computing, Volume 17, Issue 12, pp 2381–2397, Dec 2013
Number of pages: 19 Posted: 18 Aug 2016
Jenna Reps, Jonathan Garibaldi, Uwe Aickelin, Daniel Soria, Jack Gibson and Richard Hubbard
University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, University of Westminster, University of Nottingham - Division of Epidemiology and Public Health and University of Nottingham - School of Medicine
Downloads 47 (1,109,210)

Abstract:

Loading...

Adverse Drug Event, Electronic Healthcare Database, Longitudinal Observational Database, MUTARA, HUNT, Observed Expected Ratio, Disproportionality Methods

2.

A Novel Semi-Supervised Algorithm for Rare Prescription Side Effect Discovery

IEEE Journal of Biomedical and Health Informatics, Volume 18, Issue 2, p. 537-547, March 2014
Number of pages: 27 Posted: 18 Aug 2016
Jenna Reps, Jonathan Garibaldi, Uwe Aickelin, Daniel Soria, Jack Gibson and Richard Hubbard
University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, University of Westminster, University of Nottingham - Division of Epidemiology and Public Health and University of Nottingham - School of Medicine
Downloads 47 (1,121,190)

Abstract:

Loading...

Adverse Drug Reaction, THIN, Semi-Supervised Clustering, MUTARA, Observed Expected Ratio

3.

Incorporating Spontaneous Reporting System Data to Aid Causal Inference in Longitudinal Healthcare Data

Number of pages: 8 Posted: 23 Aug 2016
Jenna Reps and Uwe Aickelin
University of Nottingham - School of Computer Science and University of Melbourne - School of Computing and Information Systems
Downloads 41 (1,183,237)

Abstract:

Loading...

4.

Identifying Candidate Risk Factors for Prescription Drug Side Effects Using Causal Contrast Set Mining

Number of pages: 11 Posted: 23 Aug 2016
Jenna Reps, Zhaoyang Guo, Haoyue Zhu and Uwe Aickelin
University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science and University of Melbourne - School of Computing and Information Systems
Downloads 39 (1,222,651)

Abstract:

Loading...

5.

Comparing Data-Mining Algorithms Developed for Longitudinal Observational Databases

Number of pages: 8 Posted: 28 Aug 2016
Jenna Reps, Jonathan Garibaldi, Uwe Aickelin, Daniele Soria, Jack Gibson and Richard Hubbard
University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, University of Nottingham - School of Computer Science, University of Nottingham - Division of Epidemiology and Public Health and University of Nottingham - School of Medicine
Downloads 38 (1,236,159)
Citation 1

Abstract:

Loading...

6.

Investigating the Detection of Adverse Drug Events in a UK General Practice Electronic Health-Care Database

Number of pages: 6 Posted: 26 Aug 2016
Jenna Reps, Jan Feyereisl, Jonathan Garibaldi, Uwe Aickelin, Jack Gibson and Richard Hubbard
University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, University of Nottingham - Division of Epidemiology and Public Health and University of Nottingham - School of Medicine
Downloads 38 (1,263,436)

Abstract:

Loading...

7.

A Supervised Adverse Drug Reaction Signalling Framework Imitating Bradford Hill's Causality Considerations

Number of pages: 24 Posted: 18 Aug 2016
Jenna Reps, Jonathan Garibaldi, Uwe Aickelin, Jack Gibson and Richard Hubbard
University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, University of Nottingham - Division of Epidemiology and Public Health and University of Nottingham - School of Medicine
Downloads 38 (1,222,651)

Abstract:

Loading...

Big Data, Pharmacovigilance, Longitudinal Observational Data, Causal Effects

8.

Refining Adverse Drug Reaction Signals by Incorporating Interaction Variables Identified Using Emergent Pattern Mining

Number of pages: 35 Posted: 13 Aug 2016
Jenna Reps, Uwe Aickelin and Richard Hubbard
University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems and University of Nottingham - School of Medicine
Downloads 37 (1,249,711)
Citation 2

Abstract:

Loading...

Medical Informatics, signal refinement, data mining, observational data, confounding, emergent pattern mining

9.

Using Simulation to Incorporate Dynamic Criteria into Multiple Criteria Decision Making

Number of pages: 12 Posted: 23 Aug 2017
Uwe Aickelin, Jenna Reps and Peer-Olaf Siebers
University of Melbourne - School of Computing and Information Systems, University of Nottingham - School of Computer Science and The University of Nottingham - School of Computer Science
Downloads 36 (1,236,159)

Abstract:

Loading...

10.

Comparing Stochastic Differential Equations and AgentBased Modelling and Simulation for Early-Stage Cancer

PLOS ONE, Vol. 9(4), p. 1-18, April 21, 2014
Number of pages: 18 Posted: 18 Aug 2016
Grazziela Figueredo, Peer-Olaf Siebers, Markus Owen, Jenna Reps and Uwe Aickelin
University of Nottingham - School of Computer Science, The University of Nottingham - School of Computer Science, University of Nottingham, University of Nottingham - School of Computer Science and University of Melbourne - School of Computing and Information Systems
Downloads 35 (1,263,436)
Citation 1

Abstract:

Loading...

11.

Refining Adverse Drug Reactions Using Association Rule Mining for Electronic Healthcare Data

Number of pages: 8 Posted: 23 Aug 2016
Jenna Reps, Uwe Aickelin, Jiangang Ma and Yanchun Zhang
University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, Victoria University and Victoria University
Downloads 34 (1,290,922)
Citation 2

Abstract:

Loading...

12.

Personalising Mobile Advertising Based on Users’ Installed Apps

Number of pages: 8 Posted: 23 Aug 2016
Jenna Reps, Uwe Aickelin, Jonathan Garibaldi and Chris Damski
University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, University of Nottingham - School of Computer Science and Opera Mediaworks
Downloads 32 (1,304,549)

Abstract:

Loading...

13.

Signalling Paediatric Side Effects Using an Ensemble of Simple Study Designs

Drug Safety, Volume 37, Issue 3, pp 163–170, March 2014
Number of pages: 14 Posted: 18 Aug 2016
Jenna Reps, Jonathan Garibaldi, Uwe Aickelin, Daniel Soria, Jack Gibson and Richard Hubbard
University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, University of Westminster, University of Nottingham - Division of Epidemiology and Public Health and University of Nottingham - School of Medicine
Downloads 32 (1,304,549)

Abstract:

Loading...

14.

Attributes for Causal Inference in Electronic Healthcare Databases

Number of pages: 2 Posted: 25 Aug 2016
Jenna Reps, Jonathan Garibaldi, Uwe Aickelin, Daniele Soria, Jack Gibson and Richard Hubbard
University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, University of Nottingham - School of Computer Science, University of Nottingham - Division of Epidemiology and Public Health and University of Nottingham - School of Medicine
Downloads 31 (1,318,317)

Abstract:

Loading...

15.

Tuning a Multiple Classifier System for Side Effect Discovery Using Genetic Algorithms

Number of pages: 8 Posted: 24 Aug 2016
Jenna Reps, Uwe Aickelin and Jonathan Garibaldi
University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems and University of Nottingham - School of Computer Science
Downloads 30 (1,332,057)
Citation 1

Abstract:

Loading...

16.

Discovering Sequential Patterns in a UK General Practice Database

Number of pages: 4 Posted: 24 Aug 2016
Jenna Reps, Jonathan Garibaldi, Uwe Aickelin, Daniele Soria, Jack Gibson and Richard Hubbard
University of Nottingham - School of Computer Science, University of Nottingham - School of Computer Science, University of Melbourne - School of Computing and Information Systems, University of Nottingham - School of Computer Science, University of Nottingham - Division of Epidemiology and Public Health and University of Nottingham - School of Medicine
Downloads 28 (1,345,526)

Abstract:

Loading...