Mohammad Bagher Khodabakhshi 
Assistant Professor
Assistant professor of Biomedical Engineering Department at Hamedan University of Technology (HUT).

More than 12 years of experience in the field of biomedical signal processing, artificial intelligence in medicine, and bioinstrumentation.

https://scholar.google.com/citations?hl=en&user=RX1__0QAAAAJ

Telephone: +98(81)38411507
Email: mb.khodabakhshi@hut.ac.ir
Address: Shahid Fahmideh.St, Hamedan, IRAN
Website: https://en.hut.ac.ir/~khodabakhshi
CV

Research Interests 
  • Biomedical signal/Image Processing
  • Recording and analyzing EEG signals
  • Neural Networks & Deep Learning
  • Nonlinear (Chaotic) processing of Biomedical Signals
  • Bioinstrumentation- Electrical Vagus Nerve Stimulation
Publications
  • Faraji, Parham, and Mohammad Bagher Khodabakhshi. "CollectiveNet-AltSpec: A collective concurrent CNN architecture of alternate specifications for EEG media perception and emotion tracing aided by multi-domain feature-augmentation." Neural Networks 167 (2023): 502-516.
  • Jamasb, Shahriar, Mohammad Bagher Khodabakhshi, and Rasool Baghbani. "A Subcircuit-Based Model for the Accumulation-Mode MOS Capacitor." Journal of Circuits, Systems and Computers 32.03 (2023): 2350054.
  • Rad, Mohsen Kamelian, Meysam Hedayati Hamedani, and Mohammad Bagher Khodabakhshi. "Variations of the spontaneous electrical activities of the neuronal networks imposed by the exposure of electromagnetic radiations using computational map-based modeling." Journal of Computational Neuroscience 51.1 (2023): 187-200.
  • Khodabakhshi, Mohammad Bagher, et al. "Cuffless blood pressure estimation using chaotic features of photoplethysmograms and parallel convolutional neural network." Computer Methods and Programs in Biomedicine 226 (2022): 107131.
  • Malayeri, Ali Bahari, and Mohammad Bagher Khodabakhshi. "Concatenated convolutional neural network model for cuffless blood pressure estimation using fuzzy recurrence properties of photoplethysmogram signals." Scientific Reports 12.1 (2022): 6633.
  • Khodabakhshi Mohammad Bagher, and Valiallah Saba. "A nonlinear dynamical approach to analysis of emotions using EEG signals based on the Poincaré map function and recurrence plots." Biomedical Engineering/Biomedizinische Technik (2020).
  • Rad, Mohsen Kamelian, Meysam Hedayati Hamedani, and Mohammad Bagher Khodabakhshi. "Variations of the spontaneous electrical activities of the neuronal networks imposed by the exposure of electromagnetic radiations using computational map-based modeling." Journal of Computational Neuroscience (2022): 1-14.
  • Sharifi Iman, Sobhan Goudarzi, and Mohammad Bagher Khodabakhshi. "A novel dynamical approach in continuous cuffless blood pressure estimation based on ECG and PPG signals." Artificial intelligence in medicine 97 (2019): 143-151.
  • Sohrabi Faezeh, and Mohammad Bagher Khodabakhshi. "The trajectory intersection: An approach for nonlinear down-sampling." Chaos, Solitons & Fractals 124 (2019): 10-17.
  • Khodabakhshi Mohammad Bagher, and Mohammad Hassan Moradi. "The attractor recurrent neural network based on fuzzy functions: An effective model for the classification of lung abnormalities." Computers in biology and medicine 84 (2017): 124-136
  • Mahdevari, Satar, and Mohammad Bagher Khodabakhshi. "A hierarchical local-model tree for predicting roof displacement in longwall tailgates." Neural Computing and Applications (2021): 1-20.
  • Mahdevari, Satar, and Mohammad Bagher Khodabakhshi. "A hybrid PSO-ANFIS model for predicting unstable zones in underground roadways." Tunnelling and Underground Space Technology 117 (2021): 104167.
  • Baghbani, R., S. Jamasb, and M. B. Khodabakhshi. "A method for image edge detection based on interval-valued fuzzy sets." Journal of Intelligent & Fuzzy Systems 37.2 (2019): 2275-2288.
  • Khodabakhshi, Mohammad Bagher, et al. "Lung sound decomposition using recurrent fuzzy wavelet network." Journal of Intelligent & Fuzzy Systems 33.4 (2017): 2497-2508.
  • Goudarzi, Sobhan, Mohammad Bagher Khodabakhshi, and Mohammad Hassan Moradi. "Interactively recurrent fuzzy functions with multi objective learning and its application to chaotic time series prediction." Journal of Intelligent & Fuzzy Systems 30.2 (2016): 1157-1168.
Teaching Courses
  • Neural Networks - Deep Learning, Hamedan University of Technology, 2020-present.
  • Biological Signal Processing, Hamedan University of Technology, 2021-present.
  • Fuzzy Systems, Hamedan University of Technology, 2021-present.
  • Medical Instrumentation and General Medical Devices, Hamedan University of Technology, 2017-present.
  • Signals and Systems, Hamedan University of Technology, 2018-present.
  • Electronics II, Hamedan University of Technology, 2018-present.
  • C Programmig, Hamedan University of Technology, 2017-present.
  • Research Methods, Amirkabir University of Tecnology, 2016.
Academic Experiences
  • Assistant Professor, Biomedical Engineering Department, Hamedan University of Technology, 2018-Present
  • Head of BME unit, Sharif Technological Services Complex, ODMT office, odmt.sharif.edu, 2014-2017
  • Head of Technical Department and Senior Technical Consultant, Kimia afiat company, kimia-afiat.com, 2010-2018
Honors and Awards
  • Excellent Course Instructor Award, Hamedan University of Technology, Biomedical Engineering Department, April 2020.
  • The Best Researcher Award, Hamedan University of Technology, Biomedical Engineering Department, December 2019.
  • Excellent Course Instructor Award, Hamedan University of Technology, Biomedical Engineering Department, April 2019.
  • Best Paper Award, 2017 Artificial Intelligence and Signal Processing Conference (AISP). IEEE, 2017.