Spike detection: a review and comparison of algorithms
For algorithm developers, this review details recent approaches to the problem, compares the accuracy of various algorithms, identifies common testing issues and proposes some solutions. For the algorithm user, e.g. electroencephalograph (EEG) technician or neurologist, this review provides an estim...
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| Veröffentlicht in: | Clinical Neurophysiology 2002-12, Vol.113 (12), p.1873-1881 |
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| container_issue | 12 |
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| container_title | Clinical Neurophysiology |
| container_volume | 113 |
| creator | Wilson, Scott B. Emerson, Ronald |
| description | For algorithm developers, this review details recent approaches to the problem, compares the accuracy of various algorithms, identifies common testing issues and proposes some solutions. For the algorithm user, e.g. electroencephalograph (EEG) technician or neurologist, this review provides an estimate of algorithm accuracy and comparison to that of human experts. Manuscripts dated from 1975 are reviewed. Progress since Frost's 1985 review of the state of the art is discussed. Twenty-five manuscripts are reviewed. Many novel methods have been proposed including neural networks and high-resolution frequency methods. Algorithm accuracy is less than that of experts, but the accuracy of experts is probably less than what is commonly believed. Larger record sets will be required for expert-level detection algorithms. |
| doi_str_mv | 10.1016/S1388-2457(02)00297-3 |
| format | Article |
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| fulltext | fulltext |
| identifier | ISSN: 1388-2457 |
| ispartof | Clinical Neurophysiology, 2002-12, Vol.113 (12), p.1873-1881 |
| issn | 1388-2457 1872-8952 |
| language | eng |
| recordid | cdi_proquest_miscellaneous_72734038 |
| source | MEDLINE; Elsevier ScienceDirect Journals |
| subjects | Action Potentials - physiology Algorithm Algorithms Animals Biological and medical sciences Epilepsy Expert system Headache. Facial pains. Syncopes. Epilepsia. Intracranial hypertension. Brain oedema. Cerebral palsy Humans Medical sciences Nervous system (semeiology, syndromes) Neural network Neurology Spike detection |
| title | Spike detection: a review and comparison of algorithms |
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