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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.

 

 

Email Mrs Golab bakhsh

marzgol@gmail.com

misp@mui.ac.ir

لیست مقالات چاپ شده در این گروه پژوهشی به شرح زیر است:

 

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 ۲.۱ (۲۰۱۲): ۳۸.

 

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 ۱.۲ (۲۰۱۱): ۹۱.

 

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 ۵.۴ (۲۰۱۱).

 

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 ۱.۱ (۲۰۱۱): ۶۲.

 

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 ۱۶.۱۱ (۲۰۱۱): ۱۴۷۳.

 

Hekmatnia, Ali, et al.‎ "Prevalence of hippocampal morphologic variants between healthy elderly subjects and patients with Alzheimer's disease.‎"Advanced biomedical research ۳ (۲۰۱۴).

 

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 ۳.۳ (۲۰۱۳): ۱۸۷.

 

Gholami, Asghar, et al.‎ ‪"Thermal Effects of Laser-osteotomy on Bone: Mathematical Computation Using Maple.‎"‬ Journal of medical signals and sensors ۳.۴ (۲۰۱۳): ۲۶۲.

 

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 ۳.۲ (۲۰۱۳): ۷۹.

 

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 ليدهايFrank ‪(XYZ)‬ سيگنال وكتوركارديوگرام و سيگنال الكتروكارديوگرام ۱۲ كاناله‎.

N Salehpour, A Mehridehnavi, H Rabbani, M Behjati, مجله دانشکده پزشکی اصفهان ۳۲ (۳۰۲)

 

 

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 ۳۱ (۲۴۳), ۹۸۵-۹۹۶