Balaji Goparaju
Balaji Goparaju
Novartis Institutes of Biomedical Research
Adresse e-mail validée de novartis.com
Titre
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Année
Expert-level sleep scoring with deep neural networks
S Biswal, H Sun, B Goparaju, MB Westover, J Sun, MT Bianchi
Journal of the American Medical Informatics Association 25 (12), 1643-1650, 2018
962018
SLEEPNET: automated sleep staging system via deep learning
S Biswal, J Kulas, H Sun, B Goparaju, MB Westover, MT Bianchi, J Sun
arXiv preprint arXiv:1707.08262, 2017
832017
Large-scale automated sleep staging
H Sun, J Jia, B Goparaju, GB Huang, O Sourina, MT Bianchi, ...
Sleep 40 (10), 2017
582017
Potential underestimation of sleep apnea severity by at-home kits: rescoring in-laboratory polysomnography without sleep staging
MT Bianchi, B Goparaju
Journal of Clinical Sleep Medicine 13 (4), 551-555, 2017
412017
Consumer sleep monitors: is there a baby in the bathwater?
K Russo, B Goparaju, MT Bianchi
Nature and science of sleep 7, 147, 2015
402015
Brain age from the electroencephalogram of sleep
H Sun, L Paixao, JT Oliva, B Goparaju, DZ Carvalho, KG van Leeuwen, ...
Neurobiology of aging 74, 112-120, 2019
342019
Automated identification of epileptic seizures in EEG signals based on phase space representation and statistical features in the CEEMD domain
J Jia, B Goparaju, JL Song, R Zhang, MB Westover
Biomedical Signal Processing and Control 38, 148-157, 2017
302017
Sleep apnea in patients reporting insomnia or restless legs symptoms
MT Bianchi, B Goparaju, M Moro
Acta Neurologica Scandinavica 133 (1), 61-67, 2016
292016
Sleep–wake misperception in sleep apnea patients undergoing diagnostic versus titration polysomnography
J Castillo, B Goparaju, MT Bianchi
Journal of psychosomatic research 76 (5), 361-367, 2014
242014
A computational study of whole-brain connectivity in resting state and task fMRI
B Goparaju, KD Rana, FJ Calabro, LM Vaina
Medical science monitor: international medical journal of experimental and …, 2014
162014
Big data in sleep medicine: prospects and pitfalls in phenotyping
MT Bianchi, K Russo, H Gabbidon, T Smith, B Goparaju, MB Westover
Nature and science of sleep 9, 11, 2017
142017
Sleep staging from electrocardiography and respiration with deep learning
H Sun, W Ganglberger, E Panneerselvam, MJ Leone, SA Quadri, ...
Sleep 43 (7), zsz306, 2020
122020
Alternative remedies for insomnia: a proposed method for personalized therapeutic trials
K Romero, B Goparaju, K Russo, MB Westover, MT Bianchi
Nature and science of sleep 9, 97, 2017
112017
Sleep fragmentation does not explain misperception of latency or total sleep time
A Saline, B Goparaju, MT Bianchi
Journal of Clinical Sleep Medicine 12 (9), 1245-1255, 2016
112016
Using action understanding to understand the left inferior parietal cortex in the human brain
RE Passingham, A Chung, B Goparaju, A Cowey, LM Vaina
brain research 1582, 64-76, 2014
112014
Periodic limb movements of sleep: empirical and theoretical evidence supporting objective at-home monitoring
M Moro, B Goparaju, J Castillo, Y Alameddine, MT Bianchi
Nature and science of sleep 8, 277, 2016
92016
SLEEPNET: Automated sleep staging system via deep learning. arXiv 2017
S Biswal, J Kulas, H Sun, B Goparaju, MB Westover, MT Bianchi, J Sun
arXiv preprint arXiv:1707.08262, 0
5
Heart rate phenotypes and clinical correlates in a large cohort of adults without sleep apnea
Z Huang, B Goparaju, H Chen, MT Bianchi
Nature and science of sleep 10, 111, 2018
2018
0110 AUTOMATED SLEEP STAGING USING BIG DATA FROM A CLINICAL SLEEP LABORATORY
H Sun, J Jia, B Goparaju, H Guang-Bin, MT Bianchi, BM Westover
Sleep 40, A41, 2017
2017
Extracting movement, sleep stages, and breathing pauses from respiration patterns
B Goparaju, B Westover, M Bianchi
Sleep Medicine, S29, 2015
2015
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