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Deep learning in pharmacogenomics: from gene regulation to patient stratification.
Pharmacogenomics. 2018 May;19(7):629-650. doi: 10.2217/pgs-2018-0008. Epub 2018 Apr 26.
Pharmacogenomics. 2018.
PMID: 29697304
Free PMC article.
Review.
Robust segmentation of lung in chest x-ray: applications in analysis of acute respiratory distress syndrome.
Reamaroon N, Sjoding MW, Derksen H, Sabeti E, Gryak J, Barbaro RP, Athey BD, Najarian K.
Reamaroon N, et al.
BMC Med Imaging. 2020 Oct 15;20(1):116. doi: 10.1186/s12880-020-00514-y.
BMC Med Imaging. 2020.
PMID: 33059612
Free PMC article.
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Automated detection of acute respiratory distress syndrome from chest X-Rays using Directionality Measure and deep learning features.
Reamaroon N, Sjoding MW, Gryak J, Athey BD, Najarian K, Derksen H.
Reamaroon N, et al.
Comput Biol Med. 2021 Jul;134:104463. doi: 10.1016/j.compbiomed.2021.104463. Epub 2021 May 11.
Comput Biol Med. 2021.
PMID: 33993014
Free PMC article.
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Signal quality measure for pulsatile physiological signals using morphological features: Applications in reliability measure for pulse oximetry.
Sabeti E, Reamaroon N, Mathis M, Gryak J, Sjoding M, Najarian K.
Sabeti E, et al. Among authors: reamaroon n.
Inform Med Unlocked. 2019;16:100222. doi: 10.1016/j.imu.2019.100222. Epub 2019 Aug 18.
Inform Med Unlocked. 2019.
PMID: 32864419
Free PMC article.
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Accounting for Label Uncertainty in Machine Learning for Detection of Acute Respiratory Distress Syndrome.
Reamaroon N, Sjoding MW, Lin K, Iwashyna TJ, Najarian K.
Reamaroon N, et al.
IEEE J Biomed Health Inform. 2019 Jan;23(1):407-415. doi: 10.1109/JBHI.2018.2810820. Epub 2018 Feb 28.
IEEE J Biomed Health Inform. 2019.
PMID: 29994592
Free PMC article.
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Learning Using Partially Available Privileged Information and Label Uncertainty: Application in Detection of Acute Respiratory Distress Syndrome.
Sabeti E, Drews J, Reamaroon N, Warner E, Sjoding MW, Gryak J, Najarian K.
Sabeti E, et al. Among authors: reamaroon n.
IEEE J Biomed Health Inform. 2021 Mar;25(3):784-796. doi: 10.1109/JBHI.2020.3008601. Epub 2021 Mar 5.
IEEE J Biomed Health Inform. 2021.
PMID: 32750956
Free PMC article.
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Detection of Acute Respiratory Distress Syndrome by Incorporation of Label Uncertainty and Partially Available Privileged Information.
Sabeti E, Drews J, Reamaroon N, Gryak J, Sjoding M, Najarian K.
Sabeti E, et al. Among authors: reamaroon n.
Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul;2019:1717-1720. doi: 10.1109/EMBC.2019.8857434.
Annu Int Conf IEEE Eng Med Biol Soc. 2019.
PMID: 31946228
Free PMC article.
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