پردازش سیگنال های حیاتی

در این گروه روشهای گوناگون و جدید پردازش سیگنال بررسی می شود و تکنیک هایی برای آنالیز و طبقه بندی سیگنالهای پزشکی مورد استفاده قرار می گیرد. تاکید بیشتر بر روی سیگنال های زیر می باشد:

ECG,EMG,EEG

از نمونه طرحهای انجام شده در مرکز موارد زیر می باشد:

  • کاهش نویز سیگنال الکترومایوگرام با استفاده از فیلتر وفقی

مقاله حاصل از طرح

  • تعیین عمق بیهوشی بیماران با کمک پردازش دیجیتالی سیگنال الکتروگرام و مقایسه آن با اندیس بی آی اس

 

جهت کسب اطلاعات بیشتر با سرکار خانم مهندس گلاب بخش تماس حاصل نمایید.

marzgol@gmail.com

misp@mui.ac.ir

Selected Publications:

  • Dehnavi, Alireza Mehri, et al. "Investigation of the BNP level changes in blood stream in different modes and lead locations after pacemaker implementation."Journal of medical signals and sensors 2.1 (2012): 38.
  • Rabbani, Hossein, et al. "R Peak Detection in Electrocardiogram Signal Based on an Optimal Combination of Wavelet Transform, Hilbert Transform, and Adaptive
  • Thresholding." Journal of medical signals and sensors 1.2 (2011): 91.
  • Golabbakhsh, Marzieh, Monire Masoumzadeh, and Mohammad Farzan Sabahi. "ECG and power line noise removal from respiratory EMG signal using adaptive filters." Majlesi Journal of Electrical Engineering 5.4 (2011).
  • Shayegh, Farzaneh, et al. "A Brief Survey of computational Models of normal and Epileptic EEG Signals: A Guideline to Model-based Seizure Prediction."Journal of medical signals and sensors 1.1 (2011): 62.
  • Rabbani, Hossein, et al. "Ischemia detection by electrocardiogram in wavelet domain using entropy measure." Journal of research in medical sciences: the official journal of Isfahan University of Medical Sciences 16.11 (2011): 1473.
  • Hekmatnia, Ali, et al. "Prevalence of hippocampal morphologic variants between healthy elderly subjects and patients with Alzheimer's disease."Advanced biomedical research 3 (2014).
  • Dastjerdi, Houman Mirzaalian, Ramin Soltanzadeh, and Hossein Rabbani. "Designing and Implementing Bioimpedance Spectroscopy Device by Measuring Impedance in a Mouse Tissue." Journal of medical signals and sensors 3.3 (2013): 187.
  • Gholami, Asghar, et al. "Thermal Effects of Laser-osteotomy on Bone: Mathematical Computation Using Maple." Journal of medical signals and sensors 3.4 (2013): 262.
  • Dehnavi, Alireza Mehri, Mohammad Reza Sehhati, and Hossein Rabbani. "Hybrid method for prediction of metastasis in breast cancer patients using gene expression signals." Journal of medical signals and sensors 3.2 (2013): 79.
  • AMINI, ZAHRA, and HOSSEIN RABBANI. "Paper: SEIZURE DIAGNOSIS IN CHILDREN BASED ON THE ELECTROENCEPHALOGRAM MODELLIND BY GAUSSIAN PROCESS MODEL."
  • ECG and power line noise removal from respiratory EMG signal using adaptive filters.M Golabbakhsh, M Masoumzadeh, MF Sabahi - Majlesi Journal of Electrical Engineering, 2011
  • Detection and classification of cardiac ischemia using vectorcardiogram signal via neural network ARM Dehnavi, I Farahabadi, H Rabbani, A Farahabadi, MP Mahjoob, ... Journal of research in medical sciences: the official journal of Isfahan ...
  • R Peak Detection in Electrocardiogram Signal Based on an Optimal Combination of Wavelet Transform, Hilbert Transform, and Adaptive Thresholding. H Rabbani, MP Mahjoob, E Farahabadi, A Farahabadi Journal of medical signals and sensors 1 (2), 91
  • Noise removal from electrocardiogram signal employing an artificial neural network in wavelet domain E Farahabadi, A Farahabadi, H Rabbani, MP Mahjoob, AM Dehnavi Information Technology and Applications in Biomedicine, 2009. ITAB 2009. 9th ...
  • Hybrid method for prediction of metastasis in breast cancer patients using gene expression signals AM Dehnavi, MR Sehhati, H Rabbani. Journal of medical signals and sensors 3 (2), 79
  • Detection of QRS complex in electrocardiogram signal based on a combination of hilbert transform, wavelet transform and adaptive thresholding. A Farahabadi, E Farahabadi, H Rabbani, MP Mahjoub Biomedical and Health Informatics (BHI), 2012 IEEE-EMBS International ...
  • Ischemia detection by electrocardiogram in wavelet domain using entropy measure. H Rabbani, MP Mahjoob, E Farahabadi, A Farahabadi, AM Dehnavi. Journal of research in medical sciences: the official journal of Isfahan ...
  • Removing power line interference and ecg signal from EMG signal using matching pursuit. P Akbary, H Rabbani. Signal Processing (ICSP), 2010 IEEE 10th International Conference on, 1741-1717
  • A comparative study of the output correlations between wavelet transform, neural and neuro fuzzy networks and BIS index for depth of anesthesia. M Ghanatbari, AR Mehridehnavi, H Rabbani, AR Mahoori, M Mehrjoo. Industrial Electronics & Applications (ISIEA), 2010 IEEE Symposium on, 655-659
  • Partial linear transformation of vectorcardiogram to 12 lead electrocardiogram signals. A Mehridehnavi, N Salehpour, H Rabbani, M Behjati. Bioinformatics & Bioengineering (BIBE), 2012 IEEE 12th International ...
  • An entropy-based method for ischemia diagnosis using ECG signal in wavelet domain. E Farahabadi, A Farahabadi, H Rabbani, AM Dehnavi, MP Mahjoob. Signal Processing (ICSP), 2010 IEEE 10th International Conference on, 195-198
  • Estimating the depth of anesthesia by applying sub parameters to an artificial neural network during general anesthesia. M Ghanatbari, AR Mehri Dehnavi, H Rabbani, AR Mahoori. Information Technology and Applications in Biomedicine, 2009. ITAB 2009. 9th ...
  • Posterior ECG: Producing a new electrocardiogram signal from vectorcardiogram using partial linear transformation. A Mehridehnavi, N Salehpour, H Rabbani, M Behjati. Bioinformatics & Bioengineering (BIBE), 2012 IEEE 12th International ...
  • Ischemia detection via dynamic time warping and fuzzy rules. A Farahabadi, E Farahabadi, H Rabbani, MP Mahjoub, AM Dehnavi. Biomedical and Health Informatics (BHI), 2012 IEEE-EMBS International ...
  • تبديل خطي محلي بين ليدهاي سيگنال وكتوركارديوگرام و سيگنال الكتروكارديوگرام 12 كاناله‎.
  • N Salehpour, A Mehridehnavi, H Rabbani, M Behjati, ‎مجله دانشکده پزشکی اصفهان 32 (302)‎
  • Paper: SEIZURE DIAGNOSIS IN CHILDREN BASED ON THE ELECTROENCEPHALOGRAM MODELLIND BY GAUSSIAN PROCESS MODEL. Z AMINI, H RABBANI
  • تشخيص تشنج در کودکان مبتنی بر مدل‌سازی الکتروانسفاگرافی با مدل فرآیند گوسی‎, زهرا امینی, حسین ربانی‎. مجله دانشکده پزشکی اصفهان 31 (243), 985-996‎

 

 

Website: https://misp.mui.ac.ir/

Email: misp@mui.ac.ir

Phone: 031-36691224    031-37923307    031-37923308

Address: Medical Image and Signal Processing Research Center, next to the sports complex of Farzanegan, Isfahan University of Medical Sciences, HezarJerib Ave., Isfahan, Iran

PO Box: 8174673461

 

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