Automated identification of sleep states from EEG signals by means of ensemble empirical mode decomposition and random under sampling boosting

ENSEMBLE EMPIRICAL MODE DECOMPOSITION: A NOISE-ASSISTED DATA ANALYSIS METHOD

Zhaohua Wu, Norden E. Huang · Advances in Adaptive Data Analysis · 2008 · 8.6K citations

Computing, Data Science, Biomedical Signal Processing +15

RUSBoost: A Hybrid Approach to Alleviating Class Imbalance

Chris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse et al. · IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans · 2009 · 1.9K citations

Computing, Computer Science, Data Mining +15

Rapid-eye-movement sleep behaviour disorder as an early marker for a neurodegenerative disorder: a descriptive study

Álex Iranzo, José Luís Molinuevo, Joan Santamaría et al. · The Lancet Neurology · 2006 · 959 citations

Medicine, Neurology, Neuroscience +11

Analysis of a sleep-dependent neuronal feedback loop: the slow-wave microcontinuity of the EEG

B. Kemp, A. H. Zwinderman, Bert Tuk et al. · IEEE Transactions on Biomedical Engineering · 2000 · 920 citations

Life Sciences, Neuroscience, Electrophysiology +11

Prioritizing spatial accuracy in high-resolution fMRI data using multivariate feature weight mapping

Johannes Stelzer, Tilo Buschmann, Gabriele Lohmann et al. · Frontiers in Neuroscience · 2014 · 637 citations · Full text

Medicine, Neuroscience, Biomedical Imaging +12