Arash Maghsoudi

TitlePostdoc Fellows and Associates
InstitutionBaylor College of Medicine
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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Bagherzadeh S, Maghooli K, Shalbaf A, Maghsoudi A. A Hybrid EEG-based Emotion Recognition Approach Using Wavelet Convolutional Neural Networks and Support Vector Machine. Basic Clin Neurosci. 2023 Jan-Feb; 14(1):87-102. PMID: 37346875; PMCID: PMC10279985.
    2. Maghsoudi A, Nowakowski S, Agrawal R, Sharafkhaneh A, Kunik ME, Naik AD, Xu H, Razjouyan J. Sentiment Analysis of Insomnia-Related Tweets via a Combination of Transformers Using Dempster-Shafer Theory: Pre- and Peri-COVID-19 Pandemic Retrospective Study. J Med Internet Res. 2022 12 27; 24(12):e41517. PMID: 36417585; PMCID: PMC9822178.
      Citations: 1     Fields:    Translation:HumansPHPublic Health
    3. Maghsoudi A, Shalbaf A. Hand Motor Imagery Classification Using Effective Connectivity and Hierarchical Machine Learning in EEG Signals. J Biomed Phys Eng. 2022 Apr; 12(2):161-170. PMID: 35433527; PMCID: PMC8995751.
    4. Bagherzadeh S, Maghooli K, Shalbaf A, Maghsoudi A. Emotion recognition using effective connectivity and pre-trained convolutional neural networks in EEG signals. Cogn Neurodyn. 2022 Oct; 16(5):1087-1106. PMID: 36237402; PMCID: PMC9508317.
    5. Maghsoudi A, Shalbaf A. Mental Arithmetic Task Recognition Using Effective Connectivity and Hierarchical Feature Selection From EEG Signals. Basic Clin Neurosci. 2021 Nov-Dec; 12(6):817-826. PMID: 35693148; PMCID: PMC9168814.
    6. Maghsoudi A, V?zquez MA, Mari?o IP. An Interpretable Machine Learning Method for the Detection of Schizophrenia Using EEG Signals. Front Syst Neurosci. 2021; 15:652662. PMID: 34122021; PMCID: PMC8194273.
      Citations: 1     
    7. Shalbaf A, Bagherzadeh S, Maghsoudi A. Transfer learning with deep convolutional neural network for automated detection of schizophrenia from EEG signals. Phys Eng Sci Med. 2020 Dec; 43(4):1229-1239. PMID: 32926393.
      Citations: 7     Fields:    Translation:Humans
    8. Saeedi A, Saeedi M, Maghsoudi A, Shalbaf A. Major depressive disorder diagnosis based on effective connectivity in EEG signals: a convolutional neural network and long short-term memory approach. Cogn Neurodyn. 2021 Apr; 15(2):239-252. PMID: 33854642; PMCID: PMC7969675.
      Citations: 5     
    9. Saeedi M, Saeedi A, Maghsoudi A. Major depressive disorder assessment via enhanced k-nearest neighbor method and EEG signals. Phys Eng Sci Med. 2020 Sep; 43(3):1007-1018. PMID: 32662038.
      Citations: 5     Fields:    Translation:Humans
    10. Maghsoudi A, Rahatabad FN, Rangraz P. A Novel Method for Individual Age Group Determination Based on the Hand Muscle Synergy. J Med Signals Sens. 2020 Jul-Sep; 10(3):185-195. PMID: 33062610; PMCID: PMC7528989.
    11. Maghsoudi A, Jahed M. Model-based needle control in prostate percutaneous procedures. Proc Inst Mech Eng H. 2013 Jan; 227(1):58-71. PMID: 23516956.
      Citations:    Fields:    Translation:Humans
    12. Vahdat S, Maghsoudi A, Haji Hasani M, Towhidkhah F, Gharibzadeh S, Jahed M. Adjustable primitive pattern generator: a novel cerebellar model for reaching movements. Neurosci Lett. 2006 Oct 09; 406(3):232-4. PMID: 16930835.
      Citations: 1     Fields:    Translation:HumansAnimals
    13. Mohseni HR, Maghsoudi A, Shamsollahi MB. Seizure detection in EEG signals: a comparison of different approaches. Conf Proc IEEE Eng Med Biol Soc. 2006; Suppl:6724-7. PMID: 17959496.
      Citations: 11     Fields:    Translation:Humans
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