Concepedia

Data-driven modeling of sleep EEG and EOG reveals characteristics indicative of pre-Parkinson's and Parkinson's disease

Julie Anja Engelhard Christensen, Marielle Zoetmulder, Henriette Koch, Rune Frandsen, Lars Arvastson, Søren Rahn Christensen, Poul Jennum, Helge B. D. Sørensen

Journal of Neuroscience Methods · 2014 · 49 citations · 22 references

Concepts

Life SciencesNeurologyNeuroscienceComputational NeuroscienceNeural EngineeringSleep MedicineElectroencephalographyNeural System ModelingNeurodegenerative DiseasesParkinson DiseaseSleep PhysiologySleep-related Movement DisordersData-driven ModelingData-driven Neural ModelingElectroencephalogram ModelingElectroencephalography-based Sleep AnalysisSleepSleep EegSleep Electroencephalography

References

22

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations

Business, Biostatistics, Computer Science +17

Latent dirichlet allocation

David M. Blei, Andrew Y. Ng, Michael I. Jordan · Journal of Machine Learning Research · 2003 · 27K citations

Computing, Computer Science, Computational Linguistics +6

Staging of brain pathology related to sporadic Parkinson’s disease

Heiko Braak, Kelly Del Tredici, Udo Rüb et al. · Neurobiology of Aging · 2002 · 10.8K citations

Medicine, Neurology, Neuroscience +13

The American Academy of Sleep Medicine (AASM) Manual for the Scoring of Sleep and Associated Events: Rules, Terminology and Technical Specifications

Conrad Iber, Sonia Ancoli‐Israel, Andrew L. Chesson et al. · 2007 · 6.6K citations

Medicine, Internal Medicine, Sleep Medicine +15

A putative flip–flop switch for control of REM sleep

Jun Lu, David Sherman, Marshall Devor et al. · Nature · 2006 · 1.2K citations

Life Sciences, Neurobiology, Neuroscience +11