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Deep learning for automated sleep staging using instantaneous heart rate.
Sridhar N, Shoeb A, Stephens P, Kharbouch A, Shimol DB, Burkart J, Ghoreyshi A, Myers L. Sridhar N, et al. Among authors: kharbouch a. NPJ Digit Med. 2020 Aug 20;3:106. doi: 10.1038/s41746-020-0291-x. eCollection 2020. NPJ Digit Med. 2020. PMID: 32885052 Free PMC article.
Quantifying neurologic disease using biosensor measurements in-clinic and in free-living settings in multiple sclerosis.
Chitnis T, Glanz BI, Gonzalez C, Healy BC, Saraceno TJ, Sattarnezhad N, Diaz-Cruz C, Polgar-Turcsanyi M, Tummala S, Bakshi R, Bajaj VS, Ben-Shimol D, Bikhchandani N, Blocker AW, Burkart J, Cendrillon R, Cusack MP, Demiralp E, Jooste SK, Kharbouch A, Lee AA, Lehár J, Liu M, Mahadevan S, Murphy M, Norton LC, Parlikar TA, Pathak A, Shoeb A, Soderberg E, Stephens P, Stoertz AH, Thng F, Tumkur K, Wang H, Rhodes J, Rudick RA, Ransohoff RM, Phillips GA, Bruzik E, Marks WJ, Weiner HL, Snyder TM. Chitnis T, et al. Among authors: kharbouch a. NPJ Digit Med. 2019 Dec 11;2:123. doi: 10.1038/s41746-019-0197-7. eCollection 2019. NPJ Digit Med. 2019. PMID: 31840094 Free PMC article.
An algorithm for detecting seizure termination in scalp EEG.
Shoeb A, Kharbouch A, Soegaard J, Schachter S, Guttag J. Shoeb A, et al. Among authors: kharbouch a. Annu Int Conf IEEE Eng Med Biol Soc. 2011;2011:1443-6. doi: 10.1109/IEMBS.2011.6090357. Annu Int Conf IEEE Eng Med Biol Soc. 2011. PMID: 22254590