G. Niklas Norén

Publication Activity (10 Years)

Years Active: 2005-2021
Publications (10 Years): 3

Top Topics

Unsupervised Classification

Consensus Clustering

Top Venues

Artif. Intell. Medicine

J. Am. Medical Informatics Assoc.

Publications

G. Niklas Norén, Eva-Lisa Meldau, Rebecca E. Chandler
Consensus clustering for case series identification and adverse event profiles in pharmacovigilance. Artif. Intell. Medicine 122 (2021)
Yen S. Low, Ola Caster, Tomas Bergvall, Denis Fourches, Xiaoling Zang, G. Niklas Norén, Ivan Rusyn, I. Ralph Edwards, Alexander Tropsha
Cheminformatics-aided pharmacovigilance: application to Stevens-Johnson Syndrome. J. Am. Medical Informatics Assoc. 23 (5) (2016)
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
Observational Health Data Sciences and Informatics (OHDSI): Opportunities for Observational Researchers. MedInfo (2015)
Johan Hopstadius, G. Niklas Norén
Robust discovery of local patterns: subsets and stratification in adverse drug reaction surveillance. IHI (2012)
Ola Caster, G. Niklas Norén, David Madigan, Andrew Bate
Large-scale regression-based pattern discovery: The example of screening the WHO global drug safety database. Stat. Anal. Data Min. 3 (4) (2010)
G. Niklas Norén, Johan Hopstadius, Andrew Bate, Kristina Star, I. Ralph Edwards
Temporal pattern discovery in longitudinal electronic patient records. Data Min. Knowl. Discov. 20 (3) (2010)
G. Niklas Norén, Andrew Bate, Johan Hopstadius, Kristina Star, I. Ralph Edwards
Temporal pattern discovery for trends and transient effects: its application to patient records. KDD (2008)
G. Niklas Norén, Roland Orre, Andrew Bate, I. Ralph Edwards
Duplicate detection in adverse drug reaction surveillance. Data Min. Knowl. Discov. 14 (3) (2007)
Roland Orre, Andrew Bate, G. Niklas Norén, Erik Swahn, Stefan Arnborg, I. Ralph Edwards
A bayesian recurrent neural network for unsupervised pattern recognition in large incomplete data sets. Int. J. Neural Syst. 15 (3) (2005)
G. Niklas Norén, Roland Orre
Case Based Imprecision Estimates for Bayes Classifiers with the Bayesian Bootstrap. Mach. Learn. 58 (1) (2005)
G. Niklas Norén, Roland Orre, Andrew Bate
A hit-miss model for duplicate detection in the WHO drug safety database. KDD (2005)