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Machine learning based congestive heart failure detection using feature importance ranking of multimodal features.
Math Biosci Eng. 2020 Nov 19;18(1):69-91. doi: 10.3934/mbe.2021004.
Math Biosci Eng. 2020.
PMID: 33525081
Free article.
Machine learning based classification of normal, slow and fast walking by extracting multimodal features from stride interval time series.
Aziz W, Hussain L, Khan IR, Alowibdi JS, Alkinani MH.
Aziz W, et al. Among authors: alowibdi js.
Math Biosci Eng. 2020 Dec 10;18(1):495-517. doi: 10.3934/mbe.2021027.
Math Biosci Eng. 2020.
PMID: 33525104
Free article.
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Studying the dynamics of interbeat interval time series of healthy and congestive heart failure subjects using scale based symbolic entropy analysis.
Awan I, Aziz W, Shah IH, Habib N, Alowibdi JS, Saeed S, Nadeem MSA, Shah SAA.
Awan I, et al. Among authors: alowibdi js.
PLoS One. 2018 May 17;13(5):e0196823. doi: 10.1371/journal.pone.0196823. eCollection 2018.
PLoS One. 2018.
PMID: 29771977
Free PMC article.
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Symbolic time series analysis of electroencephalographic (EEG) epileptic seizure and brain dynamics with eye-open and eye-closed subjects during resting states.
Hussain L, Aziz W, Alowibdi JS, Habib N, Rafique M, Saeed S, Kazmi SZ.
Hussain L, et al. Among authors: alowibdi js.
J Physiol Anthropol. 2017 Mar 23;36(1):21. doi: 10.1186/s40101-017-0136-8.
J Physiol Anthropol. 2017.
PMID: 28335804
Free PMC article.
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