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Publications & Citations 

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Review Articles

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-Feedbac Studies

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

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

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