Ehsaneh Khodadadi
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Research Assistant
Also affiliated: Zabol University (2017–2018); Fukui University of Technology (2018); Islamic Azad University of Tabriz (2013–2021); National Agriculture and Food Research Organization (2017); Tabriz University of Medical Sciences (2020–2024); Stanford Medicine (2026); Institute of Crop Science (2017); Stanford University (2026)
Research Areas
Biomedical Subjects
Links
Biography and Research Information
OverviewAI-generated summary
Ehsaneh Khodadadi's research focuses on the application of machine learning and deep learning techniques to address challenges in health and biology. Her work includes developing algorithms for predicting disease outbreaks, such as monkeypox, and optimizing classification models for feature selection. Khodadadi has also investigated the antimicrobial properties of natural compounds like baicalin and resveratrol, exploring their potential as alternative therapies.
Her publications cover a range of topics, including the role of gut microbiota in human health, the clinical aspects of emerging infectious diseases like COVID-19 and SARS-CoV-2, and advancements in DNA methylation analysis. Khodadadi's research network includes collaborations with several researchers at the University of Arkansas at Fayetteville, with whom she has co-authored multiple publications.
With an h-index of 20, 66 total publications, and over 1,400 citations, Khodadadi's work demonstrates a sustained contribution to her fields of study. She maintains an active lab website, indicating ongoing research activities.
Metrics
- h-index: 21
- Publications: 65
- Citations: 1,418
Positions
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Research Assistant publications 2022–2026University of Arkansas at Fayetteville Listing
Selected Publications
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Interplay Between Cholesterol Concentration and Membrane Curvature in Liposomes Revealed by Molecular Dynamics Simulations (2026)
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An Investigation of the Conformational Dynamics of ABC Exporter PCAT1 using Microsecond-Level MD Simulations (2026)
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Automated retinal disease classification using deep learning and AlexNet with statistical models analysis (2026)
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Integrating Molecular Dynamics Simulations and Single-molecule FRET Spectroscopy: From Computational FRET Estimation to Experimental Data Interpretation (2026)
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Enhanced early chronic kidney disease prediction using hybrid waterwheel plant algorithm for deep neural network optimization (2025)
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Hybrid greylag goose and particle swarm optimization for early detection of Parkinson’s disease from speech features (2025)
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Ocotillo optimization-driven deep learning for bone marrow cytology classification (2025)
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Molecular Dynamics Simulations of Liposomes: Structure, Dynamics, and Applications (2025)
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Hybrid deep learning optimization for smart agriculture: Dipper throated optimization and polar rose search applied to water quality prediction (2025)
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Empowering heart attack treatment for women through machine learning and optimization techniques (2025)
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Comprehensive Insights into the Cholesterol-Mediated Modulation of Membrane Function Through Molecular Dynamics Simulations (2025)
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Molecular Insights into Cholesterol Concentration Effects on Planar and Curved Lipid Bilayers for Liposomal Drug Delivery (2025)
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Lipid-Mediated Modulation of mGluR2 Embedded in Micelle and Bilayer Environments: Insights from Molecular Dynamics (2025)
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Improved cancer detection through feature selection using the binary Al Biruni Earth radius algorithm (2025)
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BPS2025 - Optimizing liposomal drug delivery systems through cholesterol dynamics: Insights from coarse-grained simulations (2025)
Collaboration Network
Top Collaborators
- Comprehensive Insights into the Cholesterol-Mediated Modulation of Membrane Function Through Molecular Dynamics Simulations
- Cholesterol in Class C GPCRs: Role, Relevance, and Localization
- The Alternating Access Mechanism in Mammalian Multidrug Resistance Transporters and Their Bacterial Homologs
- Molecular Dynamics Simulations of Liposomes: Structure, Dynamics, and Applications
- Cholesterol in Class C GPCRs: Role, Relevance, and Localization
Showing 5 of 14 shared publications
- Meta-Heuristic Optimization of LSTM-Based Deep Network for Boosting the Prediction of Monkeypox Cases
- BAOA: Binary Arithmetic Optimization Algorithm With K-Nearest Neighbor Classifier for Feature Selection
- Multi-objective generalized normal distribution optimization: a novel algorithm for multi-objective problems
- Predicting normalized difference vegetation index using a deep attention network with bidirectional GRU: a hybrid parametric optimization approach
- Improved cancer detection through feature selection using the binary Al Biruni Earth radius algorithm
Showing 5 of 11 shared publications
- A Critical Review on the Nutritional and Medicinal Profiles of Garlic’s ( <i>Allium sativum</i> L.) Bioactive Compounds
- A critical review of novel antibiotic resistance prevention approaches with a focus on postbiotics
- Natural Products as a Potential Source of Promising Therapeutics for COVID‐19 and Viral Diseases
- Comparing proteome changes involved in biofilm formation by<i>Streptococcus mutans</i>after exposure to sucrose and starch
- Antisense Agents against Antibiotic-resistant Bacteria
Showing 5 of 8 shared publications
- Meta-Heuristic Optimization of LSTM-Based Deep Network for Boosting the Prediction of Monkeypox Cases
- Predicting normalized difference vegetation index using a deep attention network with bidirectional GRU: a hybrid parametric optimization approach
- Improved cancer detection through feature selection using the binary Al Biruni Earth radius algorithm
- Hybrid deep learning optimization for smart agriculture: Dipper throated optimization and polar rose search applied to water quality prediction
- Hybrid greylag goose and particle swarm optimization for early detection of Parkinson’s disease from speech features
Showing 5 of 8 shared publications
- Meta-Heuristic Optimization of LSTM-Based Deep Network for Boosting the Prediction of Monkeypox Cases
- BAOA: Binary Arithmetic Optimization Algorithm With K-Nearest Neighbor Classifier for Feature Selection
- Improved cancer detection through feature selection using the binary Al Biruni Earth radius algorithm
- Hybrid deep learning optimization for smart agriculture: Dipper throated optimization and polar rose search applied to water quality prediction
- Hybrid greylag goose and particle swarm optimization for early detection of Parkinson’s disease from speech features
Showing 5 of 8 shared publications
- Meta-Heuristic Optimization of LSTM-Based Deep Network for Boosting the Prediction of Monkeypox Cases
- Predicting normalized difference vegetation index using a deep attention network with bidirectional GRU: a hybrid parametric optimization approach
- Improved cancer detection through feature selection using the binary Al Biruni Earth radius algorithm
- Hybrid greylag goose and particle swarm optimization for early detection of Parkinson’s disease from speech features
- Automated retinal disease classification using deep learning and AlexNet with statistical models analysis
Showing 5 of 8 shared publications
- A critical review of novel antibiotic resistance prevention approaches with a focus on postbiotics
- Natural Products as a Potential Source of Promising Therapeutics for COVID‐19 and Viral Diseases
- Comparing proteome changes involved in biofilm formation by<i>Streptococcus mutans</i>after exposure to sucrose and starch
- Antisense Agents against Antibiotic-resistant Bacteria
- Induction of proteome changes involved in the cloning of mcr-1 and mcr-2 genes in Escherichia coli DH5-α strain to evaluate colistin resistance
- Cholesterol in Class C GPCRs: Role, Relevance, and Localization
- The Alternating Access Mechanism in Mammalian Multidrug Resistance Transporters and Their Bacterial Homologs
- Cholesterol in Class C GPCRs: Role, Relevance, and Localization
- Cholesterol-regulated conformational dynamics and stability of mGluR2 embedded in detergent micelles: Insights from molecular dynamics
- Lipid-Mediated Modulation of mGluR2 Embedded in Micelle and Bilayer Environments: Insights from Molecular Dynamics
- Improved cancer detection through feature selection using the binary Al Biruni Earth radius algorithm
- Hybrid greylag goose and particle swarm optimization for early detection of Parkinson’s disease from speech features
- Automated retinal disease classification using deep learning and AlexNet with statistical models analysis
- Empowering heart attack treatment for women through machine learning and optimization techniques
- Enhanced early chronic kidney disease prediction using hybrid waterwheel plant algorithm for deep neural network optimization
- Natural Products as a Potential Source of Promising Therapeutics for COVID‐19 and Viral Diseases
- Comparing proteome changes involved in biofilm formation by<i>Streptococcus mutans</i>after exposure to sucrose and starch
- Antisense Agents against Antibiotic-resistant Bacteria
- Different Dimensions of the Effects of SARS-CoV-2 in Causing Fluctuations in the Blood Pressure of Patients
- Meta-Heuristic Optimization of LSTM-Based Deep Network for Boosting the Prediction of Monkeypox Cases
- Predicting normalized difference vegetation index using a deep attention network with bidirectional GRU: a hybrid parametric optimization approach
- Apple Perfection: Assessing Apple Quality with Waterwheel Plant Algorithm for Feature Selection and Logistic Regression for Classification
- Improved cancer detection through feature selection using the binary Al Biruni Earth radius algorithm
- Cholesterol in Class C GPCRs: Role, Relevance, and Localization
- The Alternating Access Mechanism in Mammalian Multidrug Resistance Transporters and Their Bacterial Homologs
- Cholesterol in Class C GPCRs: Role, Relevance, and Localization
- Cholesterol-regulated conformational dynamics and stability of mGluR2 embedded in detergent micelles: Insights from molecular dynamics
- A Critical Review on the Nutritional and Medicinal Profiles of Garlic’s ( <i>Allium sativum</i> L.) Bioactive Compounds
- A critical review of novel antibiotic resistance prevention approaches with a focus on postbiotics
- Different Dimensions of the Effects of SARS-CoV-2 in Causing Fluctuations in the Blood Pressure of Patients
- A Critical Review on the Nutritional and Medicinal Profiles of Garlic’s ( <i>Allium sativum</i> L.) Bioactive Compounds
- A critical review of novel antibiotic resistance prevention approaches with a focus on postbiotics
- Different Dimensions of the Effects of SARS-CoV-2 in Causing Fluctuations in the Blood Pressure of Patients
- Meta-Heuristic Optimization of LSTM-Based Deep Network for Boosting the Prediction of Monkeypox Cases
- BAOA: Binary Arithmetic Optimization Algorithm With K-Nearest Neighbor Classifier for Feature Selection
- Multi-objective generalized normal distribution optimization: a novel algorithm for multi-objective problems
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