Isfahan University of Medical Sciences

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Faculty Members have conducted research related to the A Cross-Sectional Population-Based Study on the Association of Personality Traits With Anxiety and Psychological Stress: Joint Modeling of Mixed Outcomes Using Shared Random Effects Approach
Mohamadreza Sehhati
Mohamadreza Sehhati

Assistant Professor of Biomedical Engineering

Department of Bioinformatics, School of Advanced Medical Technology

Isfahan University of Medical Sciences

All Documents
1. A Modified Multiple-Criteria Decision-Making Approach Based on a Protein-Protein Interaction Network to Diagnose Latent Tuberculosis, BMC Medical Informatics and Decision Making (2024)
2. A Generalized Multi-Aspect Distance Metric for Mixed-Type Data Clustering, Pattern Recognition (2023)
3. Exploring New Subgroups for Irritable Bowel Syndrome Using a Machine Learning Algorithm, Scientific Reports (2023)
4. Hypoxic Burden Based on Automatically Identified Desaturations Is Associated With Adverse Health Outcomes, Annals of the American Thoracic Society (2023)
5. Hypoxic Burden to Guide Cpap Treatment Allocation in Patients With Obstructive Sleep Apnoea: A Post Hoc Study of the Isaacc Trial, European Respiratory Journal (2023)
6. Re-Investigation of Functional Gastrointestinal Disorders Utilizing a Machine Learning Approach, BMC Medical Informatics and Decision Making (2023)
7. Using Classification and K-Means Methods to Predict Breast Cancer Recurrence in Gene Expression Data, Journal of Medical Signals and Sensors (2022)
8. Whole Exome Sequencing Identified a Novel Lama2 Frameshift Variant Causing Merosin-Deficient Congenital Muscular Dystrophy in a Patient With Cardiomyopathy, and Autism-Like Behavior, Neuromuscular Disorders (2022)
9. An Ensemble Soft Weighted Gene Selection-Based Approach and Cancer Classification Using Modified Metaheuristic Learning, Journal of Computational Design and Engineering (2021)
10. Analysis of Sequential Ultrasound Frames for the Measurement of Hemodynamic Stresses, Critical Bent Buckling Pressure, and Critical Buckling Torque of Human Common Carotid Atherosclerosis, Clinical Biomechanics (2021)
11. Genetic Variant Effect Prediction by Supervised Nonnegative Matrix Tri-Factorization, Molecular Omics (2021)
12. Predicting Deleterious Missense Genetic Variants Via Integrative Supervised Nonnegative Matrix Tri-Factorization, Scientific Reports (2021)
13. Selection of Optimal Bioinformatic Tools and Proper Reference for Reducing the Alignment Error in Targeted Sequencing Data, Journal of Medical Signals and Sensors (2021)
14. Using Hidden Markov Model to Predict Recurrence of Breast Cancer Based on Sequential Patterns in Gene Expression Profiles, Journal of Biomedical Informatics (2020)
15. Using Hidden Markov Model to Predict Recurrence of Breast Cancer Based on Sequential Patterns in Gene Expression Profiles, Journal of Biomedical Informatics (2020)
16. Vascular Deformation in Human Atherosclerotic Carotid Artery Evaluated by 2D Analysis of Ultrasonography, Vascular (2020)
17. A Novel Feature Selection Method for Microarray Data Classification Based on Hidden Markov Model, Journal of Biomedical Informatics (2019)
18. A Novel Feature Selection Method for Microarray Data Classification Based on Hidden Markov Model, Journal of Biomedical Informatics (2019)
19. Design and Implementation of a Customable Automatic Vehicle Location System in Ambulances and Emergency Vehicle Systems, Journal of Medical Signals and Sensors (2019)
20. Design and Implementation of a Customable Automatic Vehicle Location System in Ambulances and Emergency Vehicle Systems, Journal of Medical Signals and Sensors (2019)
21. Physicochemical Position-Dependent Properties in the Protein Secondary Structures, Iranian Biomedical Journal (2019)
22. Physicochemical Position-Dependent Properties in the Protein Secondary Structures, Iranian Biomedical Journal (2019)
23. An Optimized Framework for Cancer Prediction Using Immunosignature, Journal of Medical Signals and Sensors (2018)
24. An Optimized Framework for Cancer Prediction Using Immunosignature, Journal of Medical Signals and Sensors (2018)
25. A Novel Feature Ranking Method for Prediction of Cancer Stages Using Proteomics Data, PLoS ONE (2017)
26. A Novel Feature Ranking Method for Prediction of Cancer Stages Using Proteomics Data, PLoS ONE (2017)
27. Appraisal of Different Ultrasonography Indices in Patients With Carotid Artery Atherosclerosis, EXCLI Journal (2017)
28. Appraisal of Different Ultrasonography Indices in Patients With Carotid Artery Atherosclerosis, EXCLI Journal (2017)
29. Automatic Diagnosis of Vulvovaginal Candidiasis From Pap Smear Images, Journal of Microscopy (2017)
30. Dual Function of Gold Nanoparticles in Synergism With Mitoxantrone and Microwave Hyperthermia Against Melanoma Cells, Asian Pacific Journal of Cancer Prevention (2017)
31. Dual Function of Gold Nanoparticles in Synergism With Mitoxantrone and Microwave Hyperthermia Against Melanoma Cells, Asian Pacific Journal of Cancer Prevention (2017)
32. Evaluation of Different Classification Models to Extract Gene Signatures for Breast Cancer Recurrence Using Microarray Data, Journal of Isfahan Medical School (2017)
33. Evaluation of Different Classification Models to Extract Gene Signatures for Breast Cancer Recurrence Using Microarray Data, Journal of Isfahan Medical School (2017)
34. Prediction of Metastasis in Advanced Colorectal Carcinomas Using Cgh Data, Journal of Theoretical Biology (2017)
35. Prediction of Metastasis in Advanced Colorectal Carcinomas Using Cgh Data, Journal of Theoretical Biology (2017)
36. Dimensionality Reduction on Topological Features of the Gene Network Constructed From Microarray Data for Prediction of Breast Cancer Recurrence, Journal of Isfahan Medical School (2016)
37. Identification of Gene Signatures for Classifying of Breast Cancer Subtypes Using Protein Interaction Database and Support Vector Machines, 2015 5th International Conference on Computer and Knowledge Engineering, ICCKE 2015 (2015)
38. Stable Gene Signature Selection for Prediction of Breast Cancer Recurrence Using Joint Mutual Information, IEEE/ACM Transactions on Computational Biology and Bioinformatics (2015)
39. Hybrid Method for Prediction of Metastasis in Breast Cancer Patients Using Gene Expression Signals, Journal of Medical Signals and Sensors (2013)
40. Using Protein Interaction Database and Support Vector Machines to Improve Gene Signatures for Prediction of Breast Cancer Recurrence, Journal of Medical Signals and Sensors (2013)