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ORCIDBibTeX records: Jenna Reps
@article{DBLP:journals/jamia/FridgeirssonWRSR24,
author = {Egill A. Fridgeirsson and
Ross D. Williams and
Peter R. Rijnbeek and
Marc A. Suchard and
Jenna Marie Reps},
title = {Comparing penalization methods for linear models on large observational
health data},
journal = {J. Am. Medical Informatics Assoc.},
volume = {31},
number = {7},
pages = {1514--1521},
year = {2024},
url = {https://doi.org/10.1093/jamia/ocae109},
doi = {10.1093/JAMIA/OCAE109},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/FridgeirssonWRSR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbd/YangFKRR24,
author = {Cynthia Yang and
Egill A. Fridgeirsson and
Jan A. Kors and
Jenna Marie Reps and
Peter R. Rijnbeek},
title = {Impact of random oversampling and random undersampling on the performance
of prediction models developed using observational health data},
journal = {J. Big Data},
volume = {11},
number = {1},
pages = {7},
year = {2024},
url = {https://doi.org/10.1186/s40537-023-00857-7},
doi = {10.1186/S40537-023-00857-7},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbd/YangFKRR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/FortinRR23,
author = {Stephen P. Fortin and
Jenna Reps and
Patrick B. Ryan},
title = {Correction to: Adaptation and validation of a coding algorithm for
the Charlson Comorbidity Index in administrative claims data using
the {SNOMED} {CT} standardized vocabulary},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {23},
number = {1},
pages = {109},
year = {2023},
url = {https://doi.org/10.1186/s12911-023-02205-4},
doi = {10.1186/S12911-023-02205-4},
timestamp = {Sun, 25 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/midm/FortinRR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/SchuemieRBDEFGK23,
author = {Martijn J. Schuemie and
Jenna Reps and
Adam Black and
Frank J. DeFalco and
Lee Evans and
Egill A. Fridgeirsson and
James P. Gilbert and
Chris Knoll and
Martin Lavallee and
Gowtham A. Rao and
Peter R. Rijnbeek and
Katy Sadowski and
Anthony G. Sena and
Joel N. Swerdel and
Ross D. Williams and
Marc A. Suchard},
editor = {Jen Bichel{-}Findlay and
Paula Otero and
Philip Scott and
Elaine Huesing},
title = {Health-Analytics Data to Evidence Suite {(HADES):} Open-Source Software
for Observational Research},
booktitle = {{MEDINFO} 2023 - The Future Is Accessible - Proceedings of the 19th
World Congress on Medical and Health Informatics, Sydney, NSW, Australia,
8-12 July 2023},
series = {Studies in Health Technology and Informatics},
volume = {310},
pages = {966--970},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/SHTI231108},
doi = {10.3233/SHTI231108},
timestamp = {Thu, 08 Feb 2024 17:16:19 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/SchuemieRBDEFGK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mie/YangFKRRWW23,
author = {Cynthia Yang and
Egill A. Fridgeirsson and
Jan A. Kors and
Jenna Marie Reps and
Peter R. Rijnbeek and
Jenna Wong and
Ross D. Williams},
editor = {Maria H{\"{a}}gglund and
Madeleine Blusi and
Stefano Bonacina and
Lina Nilsson and
Inge Cort Madsen and
Sylvia Pelayo and
Anne Moen and
Arriel Benis and
Lars Lindsk{\"{o}}ld and
Parisis Gallos},
title = {Does Using a Stacking Ensemble Method to Combine Multiple Base Learners
Within a Database Improve Model Transportability?},
booktitle = {Caring is Sharing - Exploiting the Value in Data for Health and Innovation
- Proceedings of {MIE} 2023, Gothenburg, Sweden, 22 - 25 May 2023},
series = {Studies in Health Technology and Informatics},
volume = {302},
pages = {129--130},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/SHTI230080},
doi = {10.3233/SHTI230080},
timestamp = {Sun, 04 Aug 2024 19:37:05 +0200},
biburl = {https://dblp.org/rec/conf/mie/YangFKRRWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mie/WilliamsORR23,
author = {Ross D. Williams and
Sicco den Otter and
Jenna Marie Reps and
Peter R. Rijnbeek},
editor = {Maria H{\"{a}}gglund and
Madeleine Blusi and
Stefano Bonacina and
Lina Nilsson and
Inge Cort Madsen and
Sylvia Pelayo and
Anne Moen and
Arriel Benis and
Lars Lindsk{\"{o}}ld and
Parisis Gallos},
title = {The {DELPHI} Library: Improving Model Validation, Transparency and
Dissemination Through a Centralised Library of Prediction Models},
booktitle = {Caring is Sharing - Exploiting the Value in Data for Health and Innovation
- Proceedings of {MIE} 2023, Gothenburg, Sweden, 22 - 25 May 2023},
series = {Studies in Health Technology and Informatics},
volume = {302},
pages = {139--140},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/SHTI230085},
doi = {10.3233/SHTI230085},
timestamp = {Wed, 05 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mie/WilliamsORR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/JohnKRRR22,
author = {Luis H. John and
Jan A. Kors and
Jenna Marie Reps and
Patrick B. Ryan and
Peter R. Rijnbeek},
title = {Logistic regression models for patient-level prediction based on massive
observational data: Do we need all data?},
journal = {Int. J. Medical Informatics},
volume = {163},
pages = {104762},
year = {2022},
url = {https://doi.org/10.1016/j.ijmedinf.2022.104762},
doi = {10.1016/J.IJMEDINF.2022.104762},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmi/JohnKRRR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/RepsWSRR22,
author = {Jenna Marie Reps and
Ross D. Williams and
Martijn J. Schuemie and
Patrick B. Ryan and
Peter R. Rijnbeek},
title = {Learning patient-level prediction models across multiple healthcare
databases: evaluation of ensembles for increasing model transportability},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {22},
number = {1},
pages = {142},
year = {2022},
url = {https://doi.org/10.1186/s12911-022-01879-6},
doi = {10.1186/S12911-022-01879-6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/midm/RepsWSRR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/FortinRR22,
author = {Stephen P. Fortin and
Jenna Reps and
Patrick B. Ryan},
title = {Adaptation and validation of a coding algorithm for the Charlson Comorbidity
Index in administrative claims data using the {SNOMED} {CT} standardized
vocabulary},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {22},
number = {1},
pages = {261},
year = {2022},
url = {https://doi.org/10.1186/s12911-022-02006-1},
doi = {10.1186/S12911-022-02006-1},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/midm/FortinRR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/MarkusRR22,
author = {Aniek F. Markus and
Peter R. Rijnbeek and
Jenna Marie Reps},
editor = {Zachary C. Lipton and
Rajesh Ranganath and
Mark P. Sendak and
Michael W. Sjoding and
Serena Yeung},
title = {Why predicting risk can't identify 'risk factors': empirical assessment
of model stability in machine learning across observational health
databases},
booktitle = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
2022, 5-6 August 2022, Durham, NC, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {182},
pages = {828--852},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v182/markus22a.html},
timestamp = {Fri, 17 Feb 2023 10:24:51 +0100},
biburl = {https://dblp.org/rec/conf/mlhc/MarkusRR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/KhalidYBDFKPPSS21,
author = {Sara Khalid and
Cynthia Yang and
Clair Blacketer and
Talita Duarte{-}Salles and
Sergio Fern{\'{a}}ndez{-}Bertol{\'{\i}}n and
Chungsoo Kim and
Rae Woong Park and
Jimyung Park and
Martijn J. Schuemie and
Anthony G. Sena and
Marc A. Suchard and
Seng Chan You and
Peter R. Rijnbeek and
Jenna Marie Reps},
title = {A standardized analytics pipeline for reliable and rapid development
and validation of prediction models using observational health data},
journal = {Comput. Methods Programs Biomed.},
volume = {211},
pages = {106394},
year = {2021},
url = {https://doi.org/10.1016/j.cmpb.2021.106394},
doi = {10.1016/J.CMPB.2021.106394},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/KhalidYBDFKPPSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/KimYRCP21,
author = {Chungsoo Kim and
Seng Chan You and
Jenna Marie Reps and
Jae Youn Cheong and
Rae Woong Park},
title = {Machine-learning model to predict the cause of death using a stacking
ensemble method for observational data},
journal = {J. Am. Medical Informatics Assoc.},
volume = {28},
number = {6},
pages = {1098--1107},
year = {2021},
url = {https://doi.org/10.1093/jamia/ocaa277},
doi = {10.1093/JAMIA/OCAA277},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/KimYRCP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbd/RepsRRS21,
author = {Jenna Marie Reps and
Patrick B. Ryan and
Peter R. Rijnbeek and
Martijn J. Schuemie},
title = {Design matters in patient-level prediction: evaluation of a cohort
vs. case-control design when developing predictive models in observational
healthcare datasets},
journal = {J. Big Data},
volume = {8},
number = {1},
pages = {108},
year = {2021},
url = {https://doi.org/10.1186/s40537-021-00501-2},
doi = {10.1186/S40537-021-00501-2},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbd/RepsRRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/RepsRCRPS21,
author = {Jenna Marie Reps and
Peter R. Rijnbeek and
Alana Cuthbert and
Patrick B. Ryan and
Nicole Pratt and
Martijn J. Schuemie},
title = {An empirical analysis of dealing with patients who are lost to follow-up
when developing prognostic models using a cohort design},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {21},
number = {1},
pages = {43},
year = {2021},
url = {https://doi.org/10.1186/s12911-021-01408-x},
doi = {10.1186/S12911-021-01408-X},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/midm/RepsRCRPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-07361,
author = {Luis H. John and
Jan A. Kors and
Jenna Marie Reps and
Patrick B. Ryan and
Peter R. Rijnbeek},
title = {How little data do we need for patient-level prediction?},
journal = {CoRR},
volume = {abs/2008.07361},
year = {2020},
url = {https://arxiv.org/abs/2008.07361},
eprinttype = {arXiv},
eprint = {2008.07361},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-07361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-09891,
author = {Uwe Aickelin and
Jenna Marie Reps and
Peer{-}Olaf Siebers and
Peng Li},
title = {Using simulation to incorporate dynamic criteria into multiple criteria
decision-making},
journal = {CoRR},
volume = {abs/2011.09891},
year = {2020},
url = {https://arxiv.org/abs/2011.09891},
eprinttype = {arXiv},
eprint = {2011.09891},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-09891.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/RepsRR19,
author = {Jenna Marie Reps and
Peter R. Rijnbeek and
Patrick B. Ryan},
title = {Supplementing claims data analysis using self-reported data to develop
a probabilistic phenotype model for current smoking status},
journal = {J. Biomed. Informatics},
volume = {97},
year = {2019},
url = {https://doi.org/10.1016/j.jbi.2019.103264},
doi = {10.1016/J.JBI.2019.103264},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/RepsRR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/ElhadadUCRR19,
author = {No{\'{e}}mie Elhadad and
I{\~{n}}igo Urteaga and
Alison Callahan and
Jenna Reps and
Patrick B. Ryan},
title = {Learning Across a Healthcare Data Network to Improve Model Robustness
and Evidence Reliability},
booktitle = {{AMIA} 2019, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 16-20, 2019},
publisher = {{AMIA}},
year = {2019},
url = {https://knowledge.amia.org/69862-amia-1.4570936/t002-1.4575206/t002-1.4575207/3202508-1.4575295/3202671-1.4575292},
timestamp = {Wed, 17 Apr 2024 11:47:08 +0200},
biburl = {https://dblp.org/rec/conf/amia/ElhadadUCRR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/RepsSSRR18,
author = {Jenna Marie Reps and
Martijn J. Schuemie and
Marc A. Suchard and
Patrick B. Ryan and
Peter R. Rijnbeek},
title = {Design and implementation of a standardized framework to generate
and evaluate patient-level prediction models using observational healthcare
data},
journal = {J. Am. Medical Informatics Assoc.},
volume = {25},
number = {8},
pages = {969--975},
year = {2018},
url = {https://doi.org/10.1093/jamia/ocy032},
doi = {10.1093/JAMIA/OCY032},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/RepsSSRR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jors/AickelinRSL18,
author = {Uwe Aickelin and
Jenna Marie Reps and
Peer{-}Olaf Siebers and
Peng Li},
title = {Using simulation to incorporate dynamic criteria into multiple criteria
decision-making},
journal = {J. Oper. Res. Soc.},
volume = {69},
number = {7},
pages = {1021--1032},
year = {2018},
url = {https://doi.org/10.1080/01605682.2017.1410010},
doi = {10.1080/01605682.2017.1410010},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jors/AickelinRSL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/RepsAH16,
author = {Jenna Marie Reps and
Uwe Aickelin and
Richard B. Hubbard},
title = {Refining adverse drug reaction signals by incorporating interaction
variables identified using emergent pattern mining},
journal = {Comput. Biol. Medicine},
volume = {69},
pages = {61--70},
year = {2016},
url = {https://doi.org/10.1016/j.compbiomed.2015.11.014},
doi = {10.1016/J.COMPBIOMED.2015.11.014},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cbm/RepsAH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RepsGZA16,
author = {Jenna Reps and
Zhaoyang Guo and
Haoyue Zhu and
Uwe Aickelin},
title = {Identifying Candidate Risk Factors for Prescription Drug Side Effects
using Causal Contrast Set Mining},
journal = {CoRR},
volume = {abs/1607.05845},
year = {2016},
url = {http://arxiv.org/abs/1607.05845},
eprinttype = {arXiv},
eprint = {1607.05845},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RepsGZA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RepsAH16,
author = {Jenna Marie Reps and
Uwe Aickelin and
Richard B. Hubbard},
title = {Refining adverse drug reaction signals by incorporating interaction
variables identified using emergent pattern mining},
journal = {CoRR},
volume = {abs/1607.05906},
year = {2016},
url = {http://arxiv.org/abs/1607.05906},
eprinttype = {arXiv},
eprint = {1607.05906},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RepsAH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RepsGAGH16,
author = {Jenna Marie Reps and
Jonathan M. Garibaldi and
Uwe Aickelin and
Jack E. Gibson and
Richard B. Hubbard},
title = {Supervised Adverse Drug Reaction Signalling Framework Imitating Bradford
Hill's Causality Considerations},
journal = {CoRR},
volume = {abs/1607.06198},
year = {2016},
url = {http://arxiv.org/abs/1607.06198},
eprinttype = {arXiv},
eprint = {1607.06198},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RepsGAGH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/RepsGAGH15,
author = {Jenna Marie Reps and
Jonathan M. Garibaldi and
Uwe Aickelin and
Jack E. Gibson and
Richard B. Hubbard},
title = {A supervised adverse drug reaction signalling framework imitating
Bradford Hill's causality considerations},
journal = {J. Biomed. Informatics},
volume = {56},
pages = {356--368},
year = {2015},
url = {https://doi.org/10.1016/j.jbi.2015.06.011},
doi = {10.1016/J.JBI.2015.06.011},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/RepsGAGH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his2/RepsGZA15,
author = {Jenna Reps and
Zhaoyang Guo and
Haoyue Zhu and
Uwe Aickelin},
editor = {Xiao{-}Xia Yin and
Kendall Ho and
Daniel Zeng and
Uwe Aickelin and
Rui Zhou and
Hua Wang},
title = {Identifying Candidate Risk Factors for Prescription Drug Side Effects
Using Causal Contrast Set Mining},
booktitle = {Health Information Science - 4th International Conference, {HIS} 2015,
Melbourne, Australia, May 28-30, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9085},
pages = {45--55},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19156-0\_6},
doi = {10.1007/978-3-319-19156-0\_6},
timestamp = {Wed, 17 May 2023 08:47:11 +0200},
biburl = {https://dblp.org/rec/conf/his2/RepsGZA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RepsA15,
author = {Jenna Reps and
Uwe Aickelin},
title = {Incorporating Spontaneous Reporting System Data to Aid Causal Inference
in Longitudinal Healthcare Data},
journal = {CoRR},
volume = {abs/1502.05938},
year = {2015},
url = {http://arxiv.org/abs/1502.05938},
eprinttype = {arXiv},
eprint = {1502.05938},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RepsA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RepsAMZ15,
author = {Jenna Reps and
Uwe Aickelin and
Jiangang Ma and
Yanchun Zhang},
title = {Refining Adverse Drug Reactions using Association Rule Mining for
Electronic Healthcare Data},
journal = {CoRR},
volume = {abs/1502.05943},
year = {2015},
url = {http://arxiv.org/abs/1502.05943},
eprinttype = {arXiv},
eprint = {1502.05943},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RepsAMZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RepsAGD15,
author = {Jenna Reps and
Uwe Aickelin and
Jonathan M. Garibaldi and
Chris Damski},
title = {Personalising Mobile Advertising Based on Users Installed Apps},
journal = {CoRR},
volume = {abs/1503.00587},
year = {2015},
url = {http://arxiv.org/abs/1503.00587},
eprinttype = {arXiv},
eprint = {1503.00587},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RepsAGD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Reps14,
author = {Jenna Marie Reps},
title = {Detecting adverse drug reactions in the general practice healthcare
database},
school = {University of Nottingham, {UK}},
year = {2014},
url = {http://eprints.nottingham.ac.uk/14360/},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ethos/Reps14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/RepsGASGH14,
author = {Jenna Marie Reps and
Jonathan M. Garibaldi and
Uwe Aickelin and
Daniele Soria and
Jack E. Gibson and
Richard B. Hubbard},
title = {A Novel Semisupervised Algorithm for Rare Prescription Side Effect
Discovery},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {18},
number = {2},
pages = {537--547},
year = {2014},
url = {https://doi.org/10.1109/JBHI.2013.2281505},
doi = {10.1109/JBHI.2013.2281505},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/titb/RepsGASGH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/RepsAG14,
author = {Jenna Marie Reps and
Uwe Aickelin and
Jonathan M. Garibaldi},
title = {Tuning a multiple classifier system for side effect discovery using
genetic algorithms},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2014, Beijing, China, July 6-11, 2014},
pages = {910--917},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CEC.2014.6900328},
doi = {10.1109/CEC.2014.6900328},
timestamp = {Thu, 16 Dec 2021 14:03:16 +0100},
biburl = {https://dblp.org/rec/conf/cec/RepsAG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/LaiGR14,
author = {Daphne Teck Ching Lai and
Jonathan M. Garibaldi and
Jenna Reps},
title = {Investigating distance metric learning in semi-supervised fuzzy c-means
clustering},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2014,
Beijing, China, July 6-11, 2014},
pages = {1817--1824},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/FUZZ-IEEE.2014.6891673},
doi = {10.1109/FUZZ-IEEE.2014.6891673},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/LaiGR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RepsA14,
author = {Jenna Marie Reps and
Uwe Aickelin},
editor = {Zhi{-}Hua Zhou and
Wei Wang and
Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Incorporating Spontaneous Reporting System Data to Aid Causal Inference
in Longitudinal Healthcare Data},
booktitle = {2014 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops 2014, Shenzhen, China, December 14, 2014},
pages = {119--126},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDMW.2014.54},
doi = {10.1109/ICDMW.2014.54},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RepsA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RepsAGD14,
author = {Jenna Reps and
Uwe Aickelin and
Jonathan M. Garibaldi and
Chris Damski},
editor = {Zhi{-}Hua Zhou and
Wei Wang and
Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Personalising Mobile Advertising Based on Users' Installed Apps},
booktitle = {2014 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops 2014, Shenzhen, China, December 14, 2014},
pages = {338--345},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDMW.2014.90},
doi = {10.1109/ICDMW.2014.90},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RepsAGD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RepsAMZ14,
author = {Jenna Marie Reps and
Uwe Aickelin and
Jiangang Ma and
Yanchun Zhang},
editor = {Zhi{-}Hua Zhou and
Wei Wang and
Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Refining Adverse Drug Reactions Using Association Rule Mining for
Electronic Healthcare Data},
booktitle = {2014 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops 2014, Shenzhen, China, December 14, 2014},
pages = {763--770},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDMW.2014.53},
doi = {10.1109/ICDMW.2014.53},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RepsAMZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RepsGASGH14,
author = {Jenna Reps and
Jonathan M. Garibaldi and
Uwe Aickelin and
Daniele Soria and
Jack E. Gibson and
Richard B. Hubbard},
title = {Comparison of algorithms that detect drug side effects using electronic
healthcare databases},
journal = {CoRR},
volume = {abs/1409.0748},
year = {2014},
url = {http://arxiv.org/abs/1409.0748},
eprinttype = {arXiv},
eprint = {1409.0748},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RepsGASGH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FigueredoSORA14,
author = {Grazziela P. Figueredo and
Peer{-}Olaf Siebers and
Markus R. Owen and
Jenna Reps and
Uwe Aickelin},
title = {Comparing Stochastic Differential Equations and Agent-Based Modelling
and Simulation for Early-stage Cancer},
journal = {CoRR},
volume = {abs/1409.0758},
year = {2014},
url = {http://arxiv.org/abs/1409.0758},
eprinttype = {arXiv},
eprint = {1409.0758},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FigueredoSORA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RepsGASGH14a,
author = {Jenna Reps and
Jonathan M. Garibaldi and
Uwe Aickelin and
Daniele Soria and
Jack E. Gibson and
Richard B. Hubbard},
title = {A Novel Semi-Supervised Algorithm for Rare Prescription Side Effect
Discovery},
journal = {CoRR},
volume = {abs/1409.0768},
year = {2014},
url = {http://arxiv.org/abs/1409.0768},
eprinttype = {arXiv},
eprint = {1409.0768},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RepsGASGH14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RepsGASGH14b,
author = {Jenna Reps and
Jonathan M. Garibaldi and
Uwe Aickelin and
Daniele Soria and
Jack E. Gibson and
Richard B. Hubbard},
title = {Signalling Paediatric Side Effects using an Ensemble of Simple Study
Designs},
journal = {CoRR},
volume = {abs/1409.0772},
year = {2014},
url = {http://arxiv.org/abs/1409.0772},
eprinttype = {arXiv},
eprint = {1409.0772},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RepsGASGH14b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RepsAG14,
author = {Jenna Reps and
Uwe Aickelin and
Jonathan M. Garibaldi},
title = {Tuning a Multiple Classifier System for Side Effect Discovery using
Genetic Algorithms},
journal = {CoRR},
volume = {abs/1409.1053},
year = {2014},
url = {http://arxiv.org/abs/1409.1053},
eprinttype = {arXiv},
eprint = {1409.1053},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RepsAG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RepsGASGH14c,
author = {Jenna Reps and
Jonathan M. Garibaldi and
Uwe Aickelin and
Daniele Soria and
Jack E. Gibson and
Richard B. Hubbard},
title = {Attributes for Causal Inference in Longitudinal Observational Databases},
journal = {CoRR},
volume = {abs/1409.5774},
year = {2014},
url = {http://arxiv.org/abs/1409.5774},
eprinttype = {arXiv},
eprint = {1409.5774},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RepsGASGH14c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/RepsGASGH13,
author = {Jenna Marie Reps and
Jonathan M. Garibaldi and
Uwe Aickelin and
Daniele Soria and
Jack E. Gibson and
Richard B. Hubbard},
title = {Comparison of algorithms that detect drug side effects using electronic
healthcare databases},
journal = {Soft Comput.},
volume = {17},
number = {12},
pages = {2381--2397},
year = {2013},
url = {https://doi.org/10.1007/s00500-013-1097-4},
doi = {10.1007/S00500-013-1097-4},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/RepsGASGH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/RepsGASGH13,
author = {Jenna Reps and
Jonathan M. Garibaldi and
Uwe Aickelin and
Daniele Soria and
Jack E. Gibson and
Richard B. Hubbard},
editor = {Pedro Pereira Rodrigues and
Mykola Pechenizkiy and
Jo{\~{a}}o Gama and
Ricardo Cruz{-}Correia and
Jiming Liu and
Agma J. M. Traina and
Peter J. F. Lucas and
Paolo Soda},
title = {Attributes for causal inference in electronic healthcare databases},
booktitle = {Proceedings of the 26th {IEEE} International Symposium on Computer-Based
Medical Systems, Porto, Portugal, June 20-22, 2013},
pages = {548--549},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/CBMS.2013.6627871},
doi = {10.1109/CBMS.2013.6627871},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/RepsGASGH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RepsFGAGH13,
author = {Jenna Reps and
Jan Feyereisl and
Jonathan M. Garibaldi and
Uwe Aickelin and
Jack E. Gibson and
Richard B. Hubbard},
title = {Investigating the Detection of Adverse Drug Events in a {UK} General
Practice Electronic Health-Care Database},
journal = {CoRR},
volume = {abs/1307.1078},
year = {2013},
url = {http://arxiv.org/abs/1307.1078},
eprinttype = {arXiv},
eprint = {1307.1078},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RepsFGAGH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GuFORGA13,
author = {Feng Gu and
Jan Feyereisl and
Robert F. Oates and
Jenna Reps and
Julie Greensmith and
Uwe Aickelin},
title = {Quiet in Class: Classification, Noise and the Dendritic Cell Algorithm},
journal = {CoRR},
volume = {abs/1307.1391},
year = {2013},
url = {http://arxiv.org/abs/1307.1391},
eprinttype = {arXiv},
eprint = {1307.1391},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/GuFORGA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RepsGASGH13,
author = {Jenna Reps and
Jonathan M. Garibaldi and
Uwe Aickelin and
Daniele Soria and
Jack E. Gibson and
Richard B. Hubbard},
title = {Discovering Sequential Patterns in a {UK} General Practice Database},
journal = {CoRR},
volume = {abs/1307.1411},
year = {2013},
url = {http://arxiv.org/abs/1307.1411},
eprinttype = {arXiv},
eprint = {1307.1411},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RepsGASGH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RepsGASGH13a,
author = {Jenna Reps and
Jonathan M. Garibaldi and
Uwe Aickelin and
Daniele Soria and
Jack E. Gibson and
Richard B. Hubbard},
title = {Comparing Data-mining Algorithms Developed for Longitudinal Observational
Databases},
journal = {CoRR},
volume = {abs/1307.1584},
year = {2013},
url = {http://arxiv.org/abs/1307.1584},
eprinttype = {arXiv},
eprint = {1307.1584},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RepsGASGH13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bhi/RepsGASGH12,
author = {Jenna Reps and
Jonathan M. Garibaldi and
Uwe Aickelin and
Daniele Soria and
Jack E. Gibson and
Richard B. Hubbard},
title = {Discovering sequential patterns in a {UK} general practice database},
booktitle = {Proceedings of 2012 {IEEE-EMBS} International Conference on Biomedical
and Health Informatics, Hong Kong, China, January 5-7, 2012},
pages = {960--963},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/BHI.2012.6211748},
doi = {10.1109/BHI.2012.6211748},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bhi/RepsGASGH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ukci/RepsGASGH12,
author = {Jenna Reps and
Jonathan M. Garibaldi and
Uwe Aickelin and
Daniele Soria and
Jack E. Gibson and
Richard B. Hubbard},
title = {Comparing data-mining algorithms developed for longitudinal observational
databases},
booktitle = {12th {UK} Workshop on Computational Intelligence, {UKCI} 2012, Edinburgh,
United Kingdom, September 5-7, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/UKCI.2012.6335771},
doi = {10.1109/UKCI.2012.6335771},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ukci/RepsGASGH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaris/GuFORGA11,
author = {Feng Gu and
Jan Feyereisl and
Robert F. Oates and
Jenna Reps and
Julie Greensmith and
Uwe Aickelin},
editor = {Pietro Li{\`{o}} and
Giuseppe Nicosia and
Thomas Stibor},
title = {Quiet in Class: Classification, Noise and the Dendritic Cell Algorithm},
booktitle = {Artificial Immune Systems - 10th International Conference, {ICARIS}
2011, Cambridge, UK, July 18-21, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6825},
pages = {173--186},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22371-6\_17},
doi = {10.1007/978-3-642-22371-6\_17},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaris/GuFORGA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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