Pouyan MB - Search Results

1

Wearable knee health system employing novel physiological biomarkers.

Inan OT, Whittingslow DC, Teague CN, Hersek S, Pouyan MB, Millard-Stafford M, Kogler GF, Sawka MN. Inan OT, et al. Among authors: pouyan mb. J Appl Physiol (1985). 2018 Mar 1;124(3):537-547. doi: 10.1152/japplphysiol.00366.2017. Epub 2017 Jul 27. J Appl Physiol (1985). 2018. PMID: 28751371 Free PMC article. Review.

2

Quantifying the Effects of Increasing Mechanical Stress on Knee Acoustical Emissions Using Unsupervised Graph Mining.

Jeong HK, Pouyan MB, Whittingslow DC, Ganti V, Inan OT. Jeong HK, et al. Among authors: pouyan mb. IEEE Trans Neural Syst Rehabil Eng. 2018 Mar;26(3):594-601. doi: 10.1109/TNSRE.2018.2800702. IEEE Trans Neural Syst Rehabil Eng. 2018. PMID: 29522403 Free PMC article.

3

Detecting Suspected Pump Thrombosis in Left Ventricular Assist Devices via Acoustic Analysis.

Semiz B, Hersek S, Pouyan MB, Partida C, Blazquez-Arroyo L, Selby V, Wieselthaler G, Rehg JM, Klein L, Inan OT. Semiz B, et al. Among authors: pouyan mb. IEEE J Biomed Health Inform. 2020 Jul;24(7):1899-1906. doi: 10.1109/JBHI.2020.2966178. Epub 2020 Jan 13. IEEE J Biomed Health Inform. 2020. PMID: 31940570 Free PMC article.

4

Non-negative Independent Factor Analysis disentangles discrete and continuous sources of variation in scRNA-seq data.

Mao W, Pouyan MB, Kostka D, Chikina M. Mao W, et al. Among authors: pouyan mb. Bioinformatics. 2022 May 13;38(10):2749-2756. doi: 10.1093/bioinformatics/btac136. Bioinformatics. 2022. PMID: 35561207 Free PMC article.

5

Random forest based similarity learning for single cell RNA sequencing data.

Pouyan MB, Kostka D. Pouyan MB, et al. Bioinformatics. 2018 Jul 1;34(13):i79-i88. doi: 10.1093/bioinformatics/bty260. Bioinformatics. 2018. PMID: 29950006 Free PMC article.

6

An adaptive deep learning approach for PPG-based identification.

Jindal V, Birjandtalab J, Pouyan MB, Nourani M. Jindal V, et al. Among authors: pouyan mb. Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:6401-6404. doi: 10.1109/EMBC.2016.7592193. Annu Int Conf IEEE Eng Med Biol Soc. 2016. PMID: 28269713

7

Distance metric learning using random forest for cytometry data.

Pouyan MB, Birjandtalab J, Nourani M. Pouyan MB, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:2590. doi: 10.1109/EMBC.2016.7591260. Annu Int Conf IEEE Eng Med Biol Soc. 2016. PMID: 28268852

8

An unsupervised subject identification technique using EEG signals.

Birjandtalab J, Pouyan MB, Nourani M. Birjandtalab J, et al. Among authors: pouyan mb. Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:816-819. doi: 10.1109/EMBC.2016.7590826. Annu Int Conf IEEE Eng Med Biol Soc. 2016. PMID: 28268450

9

Clustering Single-Cell Expression Data Using Random Forest Graphs.

Pouyan MB, Nourani M. Pouyan MB, et al. IEEE J Biomed Health Inform. 2017 Jul;21(4):1172-1181. doi: 10.1109/JBHI.2016.2565561. Epub 2016 May 10. IEEE J Biomed Health Inform. 2017. PMID: 28113735

10

Clinical Outcome Prediction Using Single-Cell Data.

Pouyan MB, Jindal V, Nourani M. Pouyan MB, et al. IEEE Trans Biomed Circuits Syst. 2016 Oct;10(5):1012-1022. doi: 10.1109/TBCAS.2016.2577641. Epub 2016 Sep 14. IEEE Trans Biomed Circuits Syst. 2016. PMID: 27654975

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