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Classification of Sleep-Wake State in Ballistocardiogram system based on Deep Learning.
Ahmed N, Ks S, Chokalingam K, Rawooth M, Kumar G, Parchani G, Saran V. Ahmed N, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:1944-1947. doi: 10.1109/EMBC48229.2022.9871831. Annu Int Conf IEEE Eng Med Biol Soc. 2022. PMID: 36086100
A Multi-Headed Deep Neural Network is proposed in this study to accurately classify sleep-wake state and predict sleep-wake time using BCG sensors. This method achieves a 95.5% sleep-wake classification score. Two studies were conducted in a controlled and uncontrolled env …
A Multi-Headed Deep Neural Network is proposed in this study to accurately classify sleep-wake state and predict sleep-wake time usin …
During day and night: Childhood psychotic experiences and objective and subjective sleep problems.
Koopman-Verhoeff ME, Bolhuis K, Cecil CAM, Kocevska D, Hudziak JJ, Hillegers MHJ, Mileva-Seitz VR, Reiss IK, Duijts L, Verhulst F, Luijk MPCM, Tiemeier H. Koopman-Verhoeff ME, et al. Schizophr Res. 2019 Apr;206:127-134. doi: 10.1016/j.schres.2018.12.002. Epub 2018 Dec 14. Schizophr Res. 2019. PMID: 30558976
Although the majority of psychotic experiences are transient, they are predictive of future psychotic and non-psychotic disorders. They have been associated with sleep problems, but studies with objective sleep measures are lacking. ...
Although the majority of psychotic experiences are transient, they are predictive of future psychotic and non-psychotic disorders. Th …
Clinical spectrum of voltage-gated potassium channel autoimmunity.
Tan KM, Lennon VA, Klein CJ, Boeve BF, Pittock SJ. Tan KM, et al. Neurology. 2008 May 13;70(20):1883-90. doi: 10.1212/01.wnl.0000312275.04260.a0. Neurology. 2008. PMID: 18474843
OBJECTIVE: To document neurologic, oncologic, and serologic associations of patients in whom voltage-gated potassium channel (VGKC) autoantibodies were detected in the course of serologic evaluation for neuronal, glial, and muscle autoantibodies. ...
OBJECTIVE: To document neurologic, oncologic, and serologic associations of patients in whom voltage-gated potassium channel (VGKC) autoanti …
The Developmental Course of Sleep Disturbances Across Childhood Relates to Brain Morphology at Age 7: The Generation R Study.
Kocevska D, Muetzel RL, Luik AI, Luijk MP, Jaddoe VW, Verhulst FC, White T, Tiemeier H. Kocevska D, et al. Sleep. 2017 Jan 1;40(1). doi: 10.1093/sleep/zsw022. Sleep. 2017. PMID: 28364462
Consistently, trajectory analyses showed that more adverse developmental course of childhood sleep disturbances are associated with smaller grey matter volumes and thinner dorsolateral prefrontal cortex. ...
Consistently, trajectory analyses showed that more adverse developmental course of childhood sleep disturbances are associated with s …