G. Niklas Norén

14 papers A* 2Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Scalable Predictive Modelling Approach to Identifying Duplicate Adverse Event Reports for Drugs and Vaccines.
CoRR
Jim W. Barrett, Nils Erlanson, Joana Félix China, G. Niklas Norén
2025 J jnl
Critical appraisal of artificial intelligence for rare-event recognition: principles and pharmacovigilance case studies.
CoRR
G. Niklas Norén, Eva-Lisa Meldau, Johan Ellenius
2024 J jnl
Automated redaction of names in adverse event reports using transformer-based neural networks.
BMC Medical Informatics Decis. Mak.
Eva-Lisa Meldau, Shachi Bista, Carlos Melgarejo-González, G. Niklas Norén
2021 J jnl
Consensus clustering for case series identification and adverse event profiles in pharmacovigilance.
Artif. Intell. Medicine
G. Niklas Norén, Eva-Lisa Meldau, Rebecca E. Chandler
2016 J jnl
Cheminformatics-aided pharmacovigilance: application to Stevens-Johnson Syndrome.
J. Am. Medical Informatics Assoc.
Yen S. Low, Ola Caster, Tomas Bergvall, Denis Fourches, Xiaoling Zang, G. Niklas Norén, Ivan Rusyn, I. Ralph Edwards, Alexander Tropsha
2015 — conf
Observational Health Data Sciences and Informatics (OHDSI): Opportunities for Observational Researchers.
MedInfo
George Hripcsak, Jon D. Duke, Nigam H. Shah, Christian G. Reich, Vojtech Huser, Martijn J. Schuemie, Marc A. Suchard, Rae Woong Park, Ian Chi Kei Wong, Peter R. Rijnbeek, Johan van der Lei, Nicole Pratt, G. Niklas Norén, Yu-Chuan Li, Paul E. Stang, David Madigan, Patrick B. Ryan
2012 — conf
Robust discovery of local patterns: subsets and stratification in adverse drug reaction surveillance.
IHI
Johan Hopstadius, G. Niklas Norén
2010 J jnl
Large-scale regression-based pattern discovery: The example of screening the WHO global drug safety database.
Stat. Anal. Data Min.
Ola Caster, G. Niklas Norén, David Madigan, Andrew Bate
2010 J jnl
Temporal pattern discovery in longitudinal electronic patient records.
Data Min. Knowl. Discov.
G. Niklas Norén, Johan Hopstadius, Andrew Bate, Kristina Star, I. Ralph Edwards
2008 A* conf
Temporal pattern discovery for trends and transient effects: its application to patient records.
KDD
G. Niklas Norén, Andrew Bate, Johan Hopstadius, Kristina Star, I. Ralph Edwards
2007 J jnl
Duplicate detection in adverse drug reaction surveillance.
Data Min. Knowl. Discov.
G. Niklas Norén, Roland Orre, Andrew Bate, I. Ralph Edwards
2005 J jnl
A bayesian recurrent neural network for unsupervised pattern recognition in large incomplete data sets.
Int. J. Neural Syst.
Roland Orre, Andrew Bate, G. Niklas Norén, Erik Swahn, Stefan Arnborg, I. Ralph Edwards
2005 A* conf
A hit-miss model for duplicate detection in the WHO drug safety database.
KDD
G. Niklas Norén, Roland Orre, Andrew Bate
2005 J jnl
Case Based Imprecision Estimates for Bayes Classifiers with the Bayesian Bootstrap.
Mach. Learn.
G. Niklas Norén, Roland Orre