Match tier
Likely match
Presence
Current · Arkansas
Last published
2026
Sources
OpenAlex · ORCID
Refreshed
2026-08-15
E
Ehsaneh Khodadadi
This is a likely match — the affiliation was inferred from OpenAlex, ORCID, and web sources but has not been fully confirmed. Treat with appropriate caution.
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); Institute of Crop Science (2017); International Drug Development (2020); Stanford University (2026)
Graduate Student Researcher
20 h-index
62 pubs
1,374 cited
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 public health challenges, particularly in the prediction and analysis of infectious diseases. Her work includes developing and optimizing algorithms for disease forecasting, as demonstrated by her publication on using meta-heuristic optimization of LSTM-based deep networks for predicting monkeypox cases. Khodadadi also investigates natural compounds for their antimicrobial and anti-biofilm properties, contributing to research on alternative therapies for bacterial infections. This includes studies on agents like baicalin and resveratrol.
Her expertise extends to computational methods for feature selection, such as the Binary Arithmetic Optimization Algorithm (BAOA) combined with K-Nearest Neighbor classifiers. Khodadadi's research interests also encompass advancements in analytical techniques, including a review of DNA methylation analysis methods and the applications of MALDI-TOF mass spectroscopy in clinical microbiology. She collaborates with researchers at the University of Arkansas at Fayetteville, including Mahmoud Moradi, Shadi A. Badiee, Ugochi H. Isu, and Parth Chaturvedi, with whom she has co-authored multiple publications. Khodadadi has an h-index of 20, has published 60 papers, and has accumulated 1,345 citations.
Metrics
- h-index: 20
- Publications: 62
- Citations: 1,374
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
Mahmoud Moradi
University of Arkansas at Fayetteville
12 shared publications
In database
- Cholesterol in Class C GPCRs: Role, Relevance, and Localization
- The Alternating Access Mechanism in Mammalian Multidrug Resistance Transporters and Their Bacterial Homologs
- Comprehensive Insights into the Cholesterol-Mediated Modulation of Membrane Function Through Molecular Dynamics Simulations
- Cholesterol in Class C GPCRs: Role, Relevance, and Localization
- Cholesterol concentration effect on bilayer membranes and its role in designing efficient liposomal drug delivery systems
Showing 5 of 12 shared publications
Nima Khodadadi
11 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
Marwa M. Eid
Jadara University (JO)
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
- Empowering heart attack treatment for women through machine learning and optimization techniques
Showing 5 of 8 shared publications
El‐Sayed M. El‐kenawy
Applied Science Private University (JO)
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
- Empowering heart attack treatment for women through machine learning and optimization techniques
Showing 5 of 8 shared publications
Doaa Sami Khafaga
Princess Nourah bint Abdulrahman University (SA)
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
- Empowering heart attack treatment for women through machine learning and optimization techniques
- Automated retinal disease classification using deep learning and AlexNet with statistical models analysis
Showing 5 of 8 shared publications
Ehsaneh Khodadadi
University of Arkansas at Fayetteville
8 shared publications
In database
- Comprehensive Insights into the Cholesterol-Mediated Modulation of Membrane Function Through Molecular Dynamics Simulations
- Apple Perfection: Assessing Apple Quality with Waterwheel Plant Algorithm for Feature Selection and Logistic Regression for Classification
- Molecular Dynamics Simulations of Liposomes: Structure, Dynamics, and Applications
- Improved cancer detection through feature selection using the binary Al Biruni Earth radius algorithm
- The effect of cholesterol concentration on planar and spherical lipid bilayers
Showing 5 of 8 shared publications
Hossein Samadi Kafil
Tabriz University of Medical Sciences (IR)
7 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 7 shared publications
Khudaverdi Ganbarov
Baku State University (AZ)
5 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
Shadi A. Badiee
University of Arkansas at Fayetteville
5 shared publications
In database
- 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
Amel Ali Alhussan
Princess Nourah bint Abdulrahman University (SA)
5 shared publications
- Improved cancer detection through feature selection using the binary Al Biruni Earth radius algorithm
- Empowering heart attack treatment for women through machine learning and optimization techniques
- Automated retinal disease classification using deep learning and AlexNet with statistical models analysis
- Hybrid greylag goose and particle swarm optimization for early detection of Parkinson’s disease from speech features
- Enhanced early chronic kidney disease prediction using hybrid waterwheel plant algorithm for deep neural network optimization
Mohammad Asgharzadeh
Tabriz University of Medical Sciences (IR)
4 shared publications
- 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
Abdelhameed Ibrahim
Bahrain Polytechnic (BH)
4 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
- 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
Ugochi H. Isu
University of Arkansas at Fayetteville
4 shared publications
In database
- 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
Mahdi Asghari Ozma
Tabriz University of Medical Sciences (IR)
3 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
- Different Dimensions of the Effects of SARS-CoV-2 in Causing Fluctuations in the Blood Pressure of Patients
Amin Abbasi
Shahid Beheshti University of Medical Sciences (IR)
3 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
- Different Dimensions of the Effects of SARS-CoV-2 in Causing Fluctuations in the Blood Pressure of Patients
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