Search Results - "Khanmohammadi, Sina"

Adaptive Seizure Onset Detection Framework Using a Hybrid PCA-CSP Approach by Khanmohammadi, Sina, Chou, Chun-An

“…Epilepsy is one of the most common neurological disorders in the world. Prompt detection of seizure onset from electroencephalogram (EEG) signals can improve…”
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Evaluation of renewable energy resources using integrated Shannon Entropy—EDAS model by Yazdani, Morteza, Torkayesh, Ali Ebadi, Santibanez-Gonzalez, Ernesto DR, Otaghsara, Sina Khanmohammadi

“…To increase efficiency of energy sector, the implementation of renewable energy systems and finding most appropriate renewable energy resource is of high…”
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Non‐linear phylogenetic regression using regularised kernels by Rosas‐Puchuri, Ulises, Santaquiteria, Aintzane, Khanmohammadi, Sina, Solís‐Lemus, Claudia, Betancur‐R, Ricardo

“…Phylogenetic regression is a type of generalised least squares (GLS) method that incorporates a modelled covariance matrix based on the evolutionary…”
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Synthesis of Polythiophene/Manganese Dioxide Nanocomposites by In-situ Core-shell Polymerization Method and Study of their Physical Properties by Sina Khanmohammadi, Mirzaagha Babazadeh

“…The present research work describes an efficient method for facile synthesis of α-MnO2 nanorods by hydrothermal method and preparation of a series of…”
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Poly (ε-Caprolactone)/Cellulose Nanofiber Blend Nanocomposites Containing ZrO2 Nanoparticles: A New Biocompatible Wound Dressing Bandage with Antimicrobial Activity by khanmohammadi, Sina, Karimian, Ramin, Ghanbari Mehrabani, Mojtaba, Mehramuz, Bahareh, Ganbarov, Khudaverdi, Ejlali, Ladan, Tanomand, Asghar, Kamounah, Fadhil S., Ahangarzadeh Rezaee, Mohammad, Yousefi, Mehdi, Sheykhsaran, Elham, Samadi Kafil, Hossein

“…Purpose : In the present study, the poly (ε-caprolactone)/cellulose nanofiber containing ZrO2 nanoparticles (PCL/CNF/ZrO 2 ) nanocomposite was synthesized for…”
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An improved synchronization likelihood method for quantifying neuronal synchrony by Khanmohammadi, Sina

“…Indirect quantification of the synchronization between two dynamical systems from measured experimental data has gained much attention in recent years,…”
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An improved overlapping k-means clustering method for medical applications by Khanmohammadi, Sina, Adibeig, Naiier, Shanehbandy, Samaneh

“…•The sensitivity of overlapping k-means algorithm to initialization is considered.•The k-harmonic means method is effective for identifying initial cluster…”
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A Gaussian mixture model based discretization algorithm for associative classification of medical data by Khanmohammadi, Sina, Chou, Chun-An

“…•A new supervised discretization algorithm is proposed.•Multi-modal distributed numerical variables/features are particularly handled.•The proposed approach…”
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Resolving and characterizing the incidence of millihertz EEG modulation in critically ill children by Loe, Maren E., Khanmohammadi, Sina, Morrissey, Michael J., Landre, Rebekah, Tomko, Stuart R., Guerriero, Réjean M., Ching, ShiNung

“…•Millihertz modulation of 5–15 Hz EEG activity was identified by parametric bilevel spectral analysis.•Strong modulation, quantified by a nonparametric index…”
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Localizing focal brain injury via EEG spectral variance by Khanmohammadi, Sina, Laurido-Soto, Osvaldo, Eisenman, Lawrence N., Kummer, Terrance T., Ching, ShiNung

“…•A new EEG analysis method is proposed to quantify brain region interactivity.•The proposed method is used to localize lesions from scalp EEG data.•The results…”
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Intrinsic network reactivity differentiates levels of consciousness in comatose patients by Khanmohammadi, Sina, Laurido-Soto, Osvaldo, Eisenman, Lawrence N., Kummer, Terrance T., Ching, ShiNung

“…•Intrinsic brain dynamics distinguish different levels of consciousness in comatose patients.•Reaching low variance EEG activation patterns becomes harder for…”
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Macroperiodic Oscillations Are Associated With Seizures Following Acquired Brain Injury in Young Children by Guerriero, Réjean M., Morrissey, Michael J., Loe, Maren, Reznikov, Joseph, Binkley, Michael M., Ganniger, Alex, Griffith, Jennifer L., Khanmohammadi, Sina, Rudock, Robert, Guilliams, Kristin P., Ching, ShiNung, Tomko, Stuart R.

“…Seizures occur in 10% to 40% of critically ill children. We describe a phenomenon seen on color density spectral array but not raw EEG associated with seizures…”
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Macroperiodic Oscillations Are Associated With Seizures Following Acquired Brain Injury in Young Children by Guerriero, Réjean M., Morrissey, Michael J., Loe, Maren, Reznikov, Joseph, Binkley, Michael M., Ganniger, Alex, Griffith, Jennifer L., Khanmohammadi, Sina, Rudock, Robert, Guilliams, Kristin P., Ching, ShiNung, Tomko, Stuart R.

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Identifying Disruptions in Intrinsic Brain Dynamics due to Severe Brain Injury by Khanmohammadi, Sina, Kummer, Terranee T., Ching, ShiNung

“…Recent studies suggest that disruptions in resting state functional connectivity - a measure of stationary statistical association between brain regions - can…”
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Discovering Governing equations from Graph-Structured Data by Sparse Identification of Nonlinear Dynamical Systems by Basiri, Mohammad Amin, Khanmohammadi, Sina

“…The combination of machine learning (ML) and sparsity-promoting techniques is enabling direct extraction of governing equations from data, revolutionizing…”
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A systems approach for scheduling aircraft landings in JFK airport by Khanmohammadi, Sina, Chun-An Chou, Lewis, Harold W., Elias, Doug

“…The aircraft landings scheduling problem at an airport has become very challenging due to the increase of air traffic. Traditionally, this problem has been…”
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Pattern discrimination of neuroelectric waveforms evoked by synchronized visuo-motor integration by Khanmohammadi, Sina, Miskovic, Vladimir, Esfahlani, Farnaz Zamani, Chou, Chun-An

“…Today, there is a significant demand for fast, accurate, and automated methods for the discrimination of latent patterns in neuroelectric waveforms. One of the…”
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A new fuzzy approach for defining multi-purpose criticality of activities in PERT by Khanmohammadi, S, Lotfi, S

“…In this paper a new fuzzy approach is developed for defining the general criticality of activities where some other features such as probability of finishing…”
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