Seyedeh Somayeh Naghibi
Seyedeh Somayeh Naghibi

Seyedeh Somayeh Naghibi

Email:  s.naghibi[at]ustmb.ac.ir
Degree: Assistant Professor

B.Sc

Sahand University of Technology (SUT)

B.Sc. in Biomedical Engineering (Bio-Electric)

Thesis: Auto Acoustic Emission signal processing using wavelet transform

M.Sc

Khajeh Nasir Toosi University of Technology (KNTU)

M.Sc. in Biomedical Engineering (Bio-Electric)

Thesis: Design and development of neuro-fuzzy classifier for the detection of breast cancer using biopsy data

 

Ph.D

Amir Kabir University of Technology (AUT)

PhD in Biomedical Engineering (Bio-Electric)

Thesis: online submovement extraction in reaching movement for rehabilitation of patients with C5/C6 spinal cord injury

 

 
Qualifications
 
Research Interests
  • Biomedical Signal processing
  • Neural Network
  • Neuro-Fuzzy Systems
  • Image Processing
  • Modelling
  • Movement Rehabilitation (Functional Electrical Stimulation, Robotic therapy , …)
 
Honors and Awards
 
Previous and Present Positions

Head of Biomedical Engineering group (since 1401)

 
Professional Membership
 
Teaching Experiences

      ‌

BSc

  • Introduction to biomedical engineering
  • Principles of Rehabilitation
  • Principles of Medical Imaging
  • Anatomy
  • Bioelectric phenomena
  • Electrical protection in hospital systems
  • English for the students of biomedical engineering
  • signals and systems
  • Logical circuits
  • Electric circuits
  • Electronics Lab

 

MSc

  • Biomedical Signal Processing
  • Modeling of Biological Systems

 

 
Publications
Journal Papers:
  1. Soroush Soltanizadeh, Majid Mobini, Seyedeh Somayeh Naghibi, “Design of a Low-Complexity Deep Learning Model for Diagnosis of Type 2 Diabetes”, Current Diabetes Reviews, 2024.
  2. Soltanizadeh, Soroush, Seyedeh Somayeh Naghibi. “Hybrid CNN-LSTM for Predicting Diabetes: A Review” Current Diabetes Reviews, 2023.
  3. Seyedeh Somayeh Naghibi, Ali Maleki, Ali fallah, Farnaz Ghassemi, Elham zargaripour, “Electrogoniometer error compensation, for hand position measurement during planar reaching movements” Biomedical Signal Processing and Control, 85, 104795, 2023.
  4. Seyedeh Somayeh Naghibi, Ali fallah, Ali Maleki, Farnaz Ghassemi, “Elbow angle generation during activities of daily living using a submovement prediction model”, Biological Cybernetics, 114, 389-402, 2020.
  5. Elham zargaripour, Ali fallah, Ali maleki, Seyedeh Somayeh Naghibi, “Determining accurate hand position in three-dimensional space using twin-axis electrogoniometer sensors”, Measurement science and technology, 2020.
  6. Seyedeh Somayeh Naghibi, Farnaz Ghassemi, Ali Fallah, Ali Maleki, “The Effects of Upper Limb Motor Recovery on Submovement Characteristics among the Patients with Stroke: A Meta-Analysis”, PM&R, 12(6), 589-601, 2019.
  7. Naghibi, Seyedeh Somayeh, Fallah, Ali, Maleki, Ali, Ghassemi, Farnaz, “Planar Reaching Movement Generation using Submovement Prediction Model”, Iranian Journal of Biomedical Engineering, 13 (3), 247 – 257, 2019.
  8. S. Naghibi, M. Teshnehlab, M. Aliyari, “Breast Cancer Classification Based on Advanced Multi-Dimensional Fuzzy Neural Network”, Journal of Medical Systems, Springer, 2011.
  9. Seyedeh Somayeh Naghibi, A. Maleki, A. Fallah, F. Ghassemi, “Online elbow angle estimation using submovement-based model during activities of daily living”.

 

 
Conference Papers:
  1. Zahra Akbari Heydarabadi, Seyedeh Somayeh Naghibi, “Diagnosing Thyroid-associated Ophthalmopathy with AI Algorithms Based on Facial Images: a Review”, 20th CSI International Symposium on Artificial Intelligence and Signal Processing (AISP), Iran, 2024.
  2. Fatemeh Aghajani Khonakdar, Seyedeh Somayeh Naghibi, “Feasibility of subdermal solar energy harvester for powering implanted pacemakers: a review”, (under consideration).
  3. قلجیان لاهیجی، فائزه و نقیبی، سیده سمیه،1402،"تشخیص سرطان پستان در تصاویر هیستوپاتولوژیک با رویکرد یادگیری عمیق با استفاده از روش CNN+LSTM"، بیستمین سمپوزیوم بین المللی هوش مصنوعی و پردازش سیگنال، بابل
  4. نقیبی، سیده سمیه، 1402، زیرحرکت: معیاری برای ارزیابی بازتوانی حرکتی بیماران سکته مغزی، پانزدهمین کنفرانس ملی پژوهش های کاربردی در علوم برق،کامپیوتر و مهندسی پزشکی، شیروان
  5. مهدیه عبدالله زاده درونکلایی، سیده سمیه نقیبی، "بررسی کارایی سمعک های قابل شارژ با انرژی خورشیدی-مقاله مروری"، هشتمین کنفرانس بین المللی فناوری و مدیریت انرژی، بهمن 1401
  6. S. Naghibi, M. Teshnehlab, M. Aliyari, “Breast Cancer Detection by using Hierarchical Fuzzy Neural System with EKF Trainer”, Proceedings of the 17th Iranian Conference of Biomedical Engineering (ICBME2010), 3-4 November 2010.
  7. Seyedeh Somayeh Naghibi, A. Maleki, A. Fallah, F. Ghassemi, “A modified method of submovement decomposition based on velocity profile and endpoint position”, Proceedings of the 24th Iranian Conference of Biomedical Engineering (ICBME2017)
Books:
Special english for biomedical engineering , Arshadan, 1396
 
Supervised Dissertations and Theses
 
Research Projects
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