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Elnaz Lashgari, Ph.D.
Elnaz Lashgari, Ph.D.
Applied ML Scientist
Verified email at abbott.com
Title
Cited by
Cited by
Year
Data augmentation for deep-learning-based electroencephalography
E Lashgari, D Liang, U Maoz
Journal of Neuroscience Methods 346, 108885, 2020
2902020
An end-to-end CNN with attentional mechanism applied to raw EEG in a BCI classification task
E Lashgari, J Ott, A Connelly, P Baldi, U Maoz
Journal of Neural Engineering 18 (4), 0460e3, 2021
292021
Spinal Anesthesia Reduces Myocardial Ischemia–triggered Ventricular Arrhythmias by Suppressing Spinal Cord Neuronal Network Interactions in Pigs
Y Omura, JP Kipke, S Salavatian, AS Afyouni, C Wooten, RF Herkenham, ...
Anesthesiology 134 (3), 405-420, 2021
122021
Dimensionality reduction for classification of object weight from electromyography
E Lashgari, U Maoz
Plos one 16 (8), e0255926, 2021
92021
Manifold learning for ECG arrhythmia recognition
E Lashgari, M Jahed, B Khalaj
2013 20th Iranian Conference on Biomedical Engineering (ICBME), 126-131, 2013
82013
Electromyography Pattern Classification with Laplacian Eigenmaps in Human Running
E Lashgari, E Demircan
International Journal of Electronics and Communication Engineering 11 (4 …, 2017
52017
Decoding object weight from electromyography during human grasping
E Lashgari, A Pouya, U Maoz
BioRxiv, 2021.03. 26.437230, 2021
42021
Electromyography classification during reach-to-grasp motion using manifold learning
E Lashgari, U Maoz
bioRxiv, 2020.07. 16.207639, 2020
32020
Method as a preprocessing stage for tracking sperms progressive motility
SSMS Monfared, E Lashgari, AA Aghdam, BH Khalaj
IEEE International Symposium on Signal Processing and Information Technology …, 2013
22013
A systematic review of Flotation-Restricted Environmental Stimulation Therapy (REST)
E Lashgari, E Chen, J Gregory, U Maoz
medRxiv, 2023.11. 29.23299203, 2023
12023
Implantable medical device data and diagnostics management system method using machine-learning architecture
A Goil, K Davis, E Lashgari, G Mouchawar
US Patent App. 18/362,582, 2024
2024
A CONVOLUTIONAL NEURAL NETWORK FOR AUTOMATIC DISCRIMINATION OF PAUSE EPISODES DETECTED BY AN INSERTABLE CARDIAC MONITOR
H Lashgari, E., Nair, D.G., Gopinathannair, R., Exner, D.V., Qu, F., Dawoud ...
Cardiovascular Digital Health Journal 3 (4), 2022
2022
A CONVOLUTIONAL NEURAL NETWORK FOR AUTOMATIC DISCRIMINATION OF PAUSE EPISODES DETECTED BY AN INSERTABLE CARDIAC MONITOR
H Lashgari, E., Nair, D.G., Gopinathannair, R., Exner, D.V., Qu, F., Dawoud ...
Cardiovascular Digital Health Journal 3 (4), 2022
2022
Atrial flutter detection utilizing nonlinear dimension reduction
E Lashgari, S Rosenberg, F Qu
US Patent 10,925,508, 2021
2021
Atrial flutter detection utilizing nonlinear dimension reduction
FQ Elnaz Lashghari, Stuart Rosenberg
US Patent US10925508B2, 2021
2021
Machine-Learning-Based Approach to Decoding Physiological and Neural Signals
E Lashgari
Chapman University, 2021
2021
Deep Learning-based Discrimination of Pause Episodes in Insertable Cardiac Monitors
E Lashgari, D Monje, F Dawoud, F Qu
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Articles 1–17