Publications & Citations
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Review Articles
2020
Artificial intelligence in sleep medicine: an American Academy of Sleep Medicine position statement
Authors
Cathy A. Goldstein (MD), Richard B. Berry (MD), David T. Kent (MD), David A. Kristo (MD), Azizi A. Seixas (PhD), Susan Redline (MD), M. Brandon Westover (MD, PhD), Fariha Abbasi-Feinberg (MD), R. Nisha Aurora (MD, MHS), Kelly A. Carden (MD), Douglas B. Kirsch (MD), Raman K. Malhotra (MD), Jennifer L. Martin (PhD), Eric J. Olson (MD), Kannan Ramar (MD), Carol L. Rosen, (MD), James A. Rowley (MD), and Anita V. Shelgikar (MD, MHPE)
2020
Artificial intelligence in sleep medicine: background and implications for clinicians
Authors
Cathy A. Goldstein (MD), Richard B. Berry (MD), David T. Kent (MD), David A. Kristo (MD), Azizi A. Seixas (PhD), Susan Redline (MD), and M. Brandon Westover (MD, PhD)
2019
Computational Sleep Behavior Analysis: A Survey
Authors
Sarah Fallmann and Liming Chen
2019
Automated sleep scoring: A review of the latest approaches
Authors
Luigi Fiorillo, Alessandro Puiatti, Michela Papandrea, Pietro-Luca Ratti, Paolo Favaro, Corinne Roth, Panagiotis Bargiotas, Claudio L Bassetti, and Francesca D Faraci
2019
Deep learning-based electroencephalography analysis: a systematic review
Authors
Yannick Roy, Hubert Banville, Isabela Albuquerque, Alexandre Gramfort, Tiago H Falk, and Jocelyn Faubert
2019
Scalable automatic sleep staging in the era of Big Data
Authors
Takashi Nakamura, Harry J. Davies, and Danilo P. Mandic
2018
Change is the only constant in life (and in sleep medicine)
Authors
Ilene M. Rosen
Neuro-Feedback Studies
2019
Stimulating the sleeping brain: Current approaches to modulating memory-related sleep physiology
Authors
Nicola Cellini and Sara C. Mednick
2018
Auditory stimulation of sleep slow oscillations modulates subsequent memory encoding through altered hippocampal function
Authors
Ju Lynn Ong, Amiya Patanaik, Nicholas I Y N Chee, Xuan Kai Lee, Jia-Hou Poh, and Michael W L Chee
2018
An end-to-end framework for real-time automatic sleep stage classification
Authors
Amiya Patanaik, Ju Lynn Ong, Joshua J Gooley, Sonia Ancoli-Israel, and Michael W L Chee
General Studies
2019
Validation of a consumer sleep wearable device with actigraphy and polysomnography in adolescents across sleep opportunity manipulations
Authors
Xuan Kai Lee, Nicholas I Y N Chee, Ju Lynn Ong, Teck Boon Teo, Elaine van Rijn, June C. Lo, and Michael W. L. Chee
2019
Does splitting sleep improve long-term memory in chronically sleep deprived adolescents?
Authors
James N. Cousins, Elaine van Rijn, Ju Lynn Ong, Kian F. Wong, and Micheal W. L. Chee
2019
A split sleep schedule rescues short-term topographical memory after multiple nights of sleep restriction
Authors
James N. Cousins, Elaine van Rijn, Ju Lynn Ong, and Micheal W. L. Chee