Draft:Hamid Reza Marateb

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Hamid Reza Marateb is an Iranian biomedical engineer known for his contributions to medical data mining, clinical evaluation, and post-market clinical follow-up of medical devices.[1]

Early life and education[edit]

Marateb obtained his Bachelor of Science in Biomedical Engineering from Shahid Beheshti University of Medical Sciences in Tehran, Iran, in 2000 and a Master of Science in Biomedical Engineering from Amir Kabir University of Technology, Tehran, Iran, graduating in 2003. Later, he earned his Ph.D. in Biomedical Engineering from Politecnico di Torino in Turin, Italy in 2010.[1][2]

Career[edit]

From 2000 to 2003, Marateb was an engineer at Mircompany in Tehran, later a research assistant at the Electronics and Computer Research Centre, University of Isfahan, Iran (2003–2008), and a research assistant at LISiN Laboratory of Engineering of Neuromuscular System in Turin, Italy (2008–2009).[1][3]

In 2009, he conducted research at institutions like PAIRE - Palo Alto Institute for Research and Education in California and Stanford University. Marateb has served as an associate professor at the University of Isfahan, Iran, since 2012, and concurrently as a senior researcher at the Universitat Politècnica de Catalunya, Spain, since 2015.[1][2]

He was a visiting researcher at Stanford University in 2009 and Aalborg University in 2010. He was a visiting professor at UPC, Barcelona, in 2012 and 2017.[4] His research line is Cognitive Informatics in Health and Biomedicine, mainly focusing on Clinical Neurophysiology, Computational Neurosciences, and Medical Data mining.[5]

Marateb is a reviewer in more than 30 international ISI journals and is on the editorial board of Frontiers in Integrative Physiology, Frontiers in Cognitive Neuroscience, Basic and Clinical Neurosciences, Journal of Medical Signals and Sensors, Prosthesis, Advanced Biomedical Research, and PLOS One. He has also received European Union/Spanish grants.[1][2][3]

Affiliations[edit]

Professional affiliations[edit]

Marateb serves as an active member of the Institute of Electrical and Electronics Engineers (IEEE) since 2008 [5] and holds the status of senior member in IEEE since 2020. Additionally, he is a member of the Marie Curie Alumni Association.[1]

Current affiliations[edit]

Marateb is currently with the Department of Biomedical Engineering, Faculty of Engineering, the University of Isfahan, IRAN (since 2011; presently associate professor) and also Biosignal Analysis For Rehabilitation And Therapy Research Group (BIOART), Department of Automatic Control, Biomedical Engineering Research Center, Universitat Politècnica de Catalunya, BarcelonaTech (UPC), Barcelona, Spain.[2]

Selected publications[edit]

Following is the list of Marateb's selected publications over his career.[4][2]

  1. A hybrid computer-aided-diagnosis system for prediction of breast cancer recurrence (HPBCR) using optimized ensemble learning [6]
  2. Outlier detection in high-density surface electromyography signals [7]
  3. A Hybrid Dynamic Wavelet-Based Modeling Method for Blood Glucose Concentration Prediction in Type 1 Diabetes [8]
  4. A hybrid intelligent system for diagnosing microalbuminuria in type 2 diabetes patients without having to measure urinary albumin [9]
  5. Semi-supervised active transfer learning for fetal ECG arrhythmia detection [9]
  6. Classification of psychiatric symptoms using deep interaction networks: the CASPIAN-IV study[10]

References[edit]

  1. ^ a b c d e f "ORCID". orcid.org. Retrieved 2024-03-07.
  2. ^ a b c d e "Futur.upc.edu".
  3. ^ a b https://rdi.upc.edu/ca/uaslr/vols-dedicar-te-a-la-recerca/ofertes-postdoctorals/convocatories-generals-postdoctorals-amb-financament-extern/Documents%20Postdoctorals/beatriu-de-pinos/beatriu-de-pinos-2020/resol-renuncies-i-substitucions_04032022.pdf
  4. ^ a b "Scopus preview - Marateb, Hamid Reza - Author details - Scopus".
  5. ^ a b "IEEE explore".
  6. ^ Marateb, Hamid R.; Mansourian, Marjan; Faghihimani, Elham; Amini, Masoud; Farina, Dario (2014). "A hybrid intelligent system for diagnosing microalbuminuria in type 2 diabetes patients without having to measure urinary albumin". Computers in Biology and Medicine. 45: 34–42. doi:10.1016/j.compbiomed.2013.11.006. PMID 24480161.
  7. ^ Rojas-Martínez, Mónica; Serna, Leidy Yanet; Jordanic, Mislav; Marateb, Hamid Reza; Merletti, Roberto; Mañanas, Miguel Ángel (2020-11-16). "High-density surface electromyography signals during isometric contractions of elbow muscles of healthy humans". Scientific Data. 7 (1): 397. Bibcode:2020NatSD...7..397R. doi:10.1038/s41597-020-00717-6. ISSN 2052-4463. PMC 7670452. PMID 33199696.
  8. ^ Marateb, Hamid Reza (2020-01-01). "A Hybrid Dynamic Wavelet-Based Modeling Method for Blood Glucose Concentration Prediction in Type 1 Diabetes". Journal of Medical Signals and Sensors. 10 (3): 174–184. doi:10.4103/jmss.JMSS_62_19 (inactive 2024-03-07). PMC 7528985. PMID 33062609.{{cite journal}}: CS1 maint: DOI inactive as of March 2024 (link)
  9. ^ a b Mohebbian, Mohammad Reza; Marateb, Hamid Reza; Wahid, Khan A. (2023). "Semi-supervised active transfer learning for fetal ECG arrhythmia detection". Computer Methods and Programs in Biomedicine Update. 3. doi:10.1016/j.cmpbup.2023.100096.
  10. ^ Marateb, Hamid Reza; Tasdighi, Zahra; Mohebian, Mohammad Reza; Naghavi, Azam; Hess, Moritz; Motlagh, Mohammad Esmaiel; Heshmat, Ramin; Mansourian, Marjan; Mañanas, Miguel Angel; Binder, Harald; Kelishadi, Roya (2021-08-03). "Classification of psychiatric symptoms using deep interaction networks: the CASPIAN-IV study". Scientific Reports. 11 (1): 15706. doi:10.1038/s41598-021-95208-y. ISSN 2045-2322. PMC 8333323. PMID 34344950.


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