The Future of Sleep Staging, Revisited
Neil Stanley Independent Sleep Expert, Farnborough, Hampshire, UKCorrespondence: Neil Stanley, Email drrneilstanley@yahoo.co.ukAbstract: In 1996, I published a paper entitled “The Future of Sleep Staging”. At this time, paper and ink records were the standard way of recording sleep records. Computer...
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| Format: | Article |
| Language: | English |
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Dove Medical Press
2023-05-01
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| Series: | Nature and Science of Sleep |
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| Online Access: | https://www.dovepress.com/the-future-of-sleep-staging-revisited-peer-reviewed-fulltext-article-NSS |
| _version_ | 1797834900965949440 |
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| author | Stanley N |
| author_facet | Stanley N |
| author_sort | Stanley N |
| collection | DOAJ |
| description | Neil Stanley Independent Sleep Expert, Farnborough, Hampshire, UKCorrespondence: Neil Stanley, Email drrneilstanley@yahoo.co.ukAbstract: In 1996, I published a paper entitled “The Future of Sleep Staging”. At this time, paper and ink records were the standard way of recording sleep records. Computerised systems had only recently become commercially available. The original article was a response to those initial computer-based systems, pointing out the potential limitations of the systems. Now, digital sleep recording is ubiquitous and software and hardware capabilities have improved immeasurably. However, I will argue that despite 50 years of progress, there has not been an increase in the accuracy of sleep staging. I will propose that this is due to the limitations of the task that we have set the automatic analysis methods.Keywords: sleep staging, Rechtschaffen and Kales, EEG, artificial intelligence |
| first_indexed | 2024-04-09T14:45:57Z |
| format | Article |
| id | doaj.art-b6d5d7f7037b43c3a013654f2afc00fd |
| institution | Directory Open Access Journal |
| issn | 1179-1608 |
| language | English |
| last_indexed | 2024-04-09T14:45:57Z |
| publishDate | 2023-05-01 |
| publisher | Dove Medical Press |
| record_format | Article |
| series | Nature and Science of Sleep |
| spelling | doaj.art-b6d5d7f7037b43c3a013654f2afc00fd2023-05-02T18:20:13ZengDove Medical PressNature and Science of Sleep1179-16082023-05-01Volume 1531332283445The Future of Sleep Staging, RevisitedStanley NNeil Stanley Independent Sleep Expert, Farnborough, Hampshire, UKCorrespondence: Neil Stanley, Email drrneilstanley@yahoo.co.ukAbstract: In 1996, I published a paper entitled “The Future of Sleep Staging”. At this time, paper and ink records were the standard way of recording sleep records. Computerised systems had only recently become commercially available. The original article was a response to those initial computer-based systems, pointing out the potential limitations of the systems. Now, digital sleep recording is ubiquitous and software and hardware capabilities have improved immeasurably. However, I will argue that despite 50 years of progress, there has not been an increase in the accuracy of sleep staging. I will propose that this is due to the limitations of the task that we have set the automatic analysis methods.Keywords: sleep staging, Rechtschaffen and Kales, EEG, artificial intelligencehttps://www.dovepress.com/the-future-of-sleep-staging-revisited-peer-reviewed-fulltext-article-NSSsleep stagingrechtschaffen and kaleseegartificial intelligence |
| spellingShingle | Stanley N The Future of Sleep Staging, Revisited Nature and Science of Sleep sleep staging rechtschaffen and kales eeg artificial intelligence |
| title | The Future of Sleep Staging, Revisited |
| title_full | The Future of Sleep Staging, Revisited |
| title_fullStr | The Future of Sleep Staging, Revisited |
| title_full_unstemmed | The Future of Sleep Staging, Revisited |
| title_short | The Future of Sleep Staging, Revisited |
| title_sort | future of sleep staging revisited |
| topic | sleep staging rechtschaffen and kales eeg artificial intelligence |
| url | https://www.dovepress.com/the-future-of-sleep-staging-revisited-peer-reviewed-fulltext-article-NSS |
| work_keys_str_mv | AT stanleyn thefutureofsleepstagingrevisited AT stanleyn futureofsleepstagingrevisited |