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Classification of Blood Volume Decompensation State via Machine Learning Analysis of Multi-Modal Wearable-Compatible Physiological Signals.
Sensors (Basel). 2022 Feb 10;22(4):1336. doi: 10.3390/s22041336.
Sensors (Basel). 2022.
PMID: 35214238
Free PMC article.
Machine learning to extract muscle fascicle length changes from dynamic ultrasound images in real-time.
Rosa LG, Zia JS, Inan OT, Sawicki GS.
Rosa LG, et al. Among authors: zia js.
PLoS One. 2021 May 26;16(5):e0246611. doi: 10.1371/journal.pone.0246611. eCollection 2021.
PLoS One. 2021.
PMID: 34038426
Free PMC article.
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Unifying the Estimation of Blood Volume Decompensation Status in a Porcine Model of Relative and Absolute Hypovolemia Via Wearable Sensing.
Kimball JP, Zia JS, An S, Rolfes C, Hahn JO, Sawka MN, Inan OT.
Kimball JP, et al. Among authors: zia js.
IEEE J Biomed Health Inform. 2021 Sep;25(9):3351-3360. doi: 10.1109/JBHI.2021.3068619. Epub 2021 Sep 3.
IEEE J Biomed Health Inform. 2021.
PMID: 33760744
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A Comparison of Normalization Techniques for Individual Baseline-Free Estimation of Absolute Hypovolemic Status Using a Porcine Model.
Lambert TP, Chan M, Sanchez-Perez JA, Nikbakht M, Lin DJ, Nawar A, Bashar SK, Kimball JP, Zia JS, Gazi AH, Cestero GI, Corporan D, Padala M, Hahn JO, Inan OT.
Lambert TP, et al. Among authors: zia js.
Biosensors (Basel). 2024 Jan 23;14(2):61. doi: 10.3390/bios14020061.
Biosensors (Basel). 2024.
PMID: 38391980
Free PMC article.
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