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Novel Wearable Seismocardiography and Machine Learning Algorithms Can Assess Clinical Status of Heart Failure Patients.
Circ Heart Fail. 2018 Jan;11(1):e004313. doi: 10.1161/CIRCHEARTFAILURE.117.004313.
Circ Heart Fail. 2018.
PMID: 29330154
Free PMC article.
Acoustical Emission Analysis by Unsupervised Graph Mining: A Novel Biomarker of Knee Health Status.
Hersek S, Baran Pouyan M, Teague CN, Sawka MN, Millard-Stafford ML, Kogler GF, Wolkoff P, Inan OT.
Hersek S, et al. Among authors: baran pouyan m.
IEEE Trans Biomed Eng. 2018 Jun;65(6):1291-1300. doi: 10.1109/TBME.2017.2743562. Epub 2017 Aug 29.
IEEE Trans Biomed Eng. 2018.
PMID: 28858782
Free PMC article.
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Sleep state classification using pressure sensor mats.
Baran Pouyan M, Nourani M, Pompeo M.
Baran Pouyan M, et al.
Annu Int Conf IEEE Eng Med Biol Soc. 2015 Aug;2015:1207-10. doi: 10.1109/EMBC.2015.7318583.
Annu Int Conf IEEE Eng Med Biol Soc. 2015.
PMID: 26736483
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Classifying bed inclination using pressure images.
Baran Pouyan M, Ostadabbas S, Nourani M, Pompeo M.
Baran Pouyan M, et al.
Annu Int Conf IEEE Eng Med Biol Soc. 2014;2014:4663-6. doi: 10.1109/EMBC.2014.6944664.
Annu Int Conf IEEE Eng Med Biol Soc. 2014.
PMID: 25571032
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Clustering-based limb identification for pressure ulcer risk assessment.
Baran Pouyan M, Nourani M, Pompeo M.
Baran Pouyan M, et al.
Annu Int Conf IEEE Eng Med Biol Soc. 2015;2015:4230-3. doi: 10.1109/EMBC.2015.7319328.
Annu Int Conf IEEE Eng Med Biol Soc. 2015.
PMID: 26737228
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Automatic limb identification and sleeping parameters assessment for pressure ulcer prevention.
Baran Pouyan M, Birjandtalab J, Nourani M, Matthew Pompeo MD.
Baran Pouyan M, et al.
Comput Biol Med. 2016 Aug 1;75:98-108. doi: 10.1016/j.compbiomed.2016.05.017. Epub 2016 May 27.
Comput Biol Med. 2016.
PMID: 27268736
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Automated seizure detection using limited-channel EEG and non-linear dimension reduction.
Birjandtalab J, Baran Pouyan M, Cogan D, Nourani M, Harvey J.
Birjandtalab J, et al. Among authors: baran pouyan m.
Comput Biol Med. 2017 Mar 1;82:49-58. doi: 10.1016/j.compbiomed.2017.01.011. Epub 2017 Jan 25.
Comput Biol Med. 2017.
PMID: 28161592
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