Saman Parvaneh, Ph.D.

16Journal Publications

66Conference Papers

18Patents

247Total CV Entries

Foundation

Education and Training5 entries

5 entries

Aging and Cognition Scholar
Healthy Brain Research Network, Center for Disease Control and Prevention

2016-2018

Postdoctoral Research Associate

Department of Surgery, College of Medicine, University of Arizona, Tucson, USA

Arizona Center on Aging (ACOA), College of Medicine, University of Arizona, Tucson, USA

Field of Research: Clinical Outcome Evaluation using Wearable Technology

Supervisors: Bijan Najafi, Professor, University of Arizona

Jane Mohler, Professor, University of Arizona

2012-2014

Ph.D. Biomedical Engineering-Bioelectric

Azad University, Science and Research Branch, Tehran, Iran

Dissertation: Nonlinear Dynamic Modeling of Heart-Based on Poincare Section and Quantification of Treatment Process for Atrial Fibrillation

Supervisor: S.M.R. Hashemi Golpaygani, Professor, Amirkabir University

Advisors: S.M. Firoozabadi, Professor, Tarbiat Modares University

M. Haghjoo, Professor, Iran University of Medical Sciences

2005-2011

M.Sc. Biomedical Engineering-Bioelectric

Azad University, Science and Research Branch, Tehran, Iran

Thesis: Magnetic Resonance Images Segmentation Using Entropy Method

Supervisor: E. Fatemizadeh, Associate Professor, Sharif University

Advisor: H. Behnam, Associate Professor, Iran University of Science and Technology

2003-2005

B.Sc. Electrical and Biomedical Engineering

Azad University, Science and Research Branch, Tehran, Iran

Project: Development of Hardware for Quality Control of X-ray Tubes

Supervisor: E. Fatemizadeh, Associate Professor, Sharif University

1998-2003

Positions and Employments12 entries

12 entries

Principal Data Scientist
Edwards Lifesciences, Irvine, California, USA

• Developing predictive models and algorithms to apply to data sets to drive optimization of the clinical trials

• Identifying opportunities to leverage various data types to drive enhanced solutions in collaboration with stakeholders throughout the business

1/2020-Present

Senior Research Scientist
Philips Research North America, Cambridge, Massachusetts, USA

• Independently and collaboratively conduct research on healthcare technology, including project management, design and execution of evaluation and exploratory studies, data analytics, and concept exploration and development for acute care and aging-in-place

• Design and development of personal health solutions

• Design and development of clinical decision support systems and predictive modeling

• Developing algorithms for context-aware applications

• Evaluating and validating technologies with end-users

10/2016-1/2020

Research Scientist
Philips Research North America, Cambridge, Massachusetts, USA

• Designed and developed personal health solutions

• Designed and developed clinical decision support systems and predictive modeling

• Developed algorithm for context-aware applications

• Evaluated and validated technologies with end users

9/2015-10/2016

Clinical Scientist
Philips Research North America, Rochester, Minnesota, USA

• Developed and validated algorithms to support clinical decision making

• Predictive modeling and critical care forecasting

• Devised and implemented strategies for clinical evaluations of prototypes

• Governed research agreement process, ensure compliance, monitor project progress, and value extraction

• Interacted with clinical partners and research teams

1/2015-9/2015

Scientific Member
Arizona Center on Aging (ACOA), College of Medicine, University of Arizona, Tucson, Arizona, USA

An active member of an elite team focused on healthcare and education to improve health and lifespan in the geriatric population.
Developed bio-signal processing algorithm for:

a) Evaluation of heart rate, heart rate variability (HRV), gait, and balance parameters in older adults with different frailty status (e.g. non-frail, pre-frail and frail)
b) Study of physical activity and physiological signals (e.g. heart rate, HRV, and respiration rate) in delirious patients

12/2012-Present

Postdoctoral Research Associate
interdisciplinary Consortium for Advanced Motion Performance (iCAMP), Department of Surgery, College of Medicine, University of Arizona, Tucson, Arizona, USA

Arizona Center on Aging (ACOA), College of Medicine, University of Arizona, Tucson, Arizona, USA

Initiated cardiac monitoring (e.g. ECG, heart rate, and HRV) and objective stress assessment studies

Designed bio-signal processing method and machine learning algorithm for:

a) Assessment of physiological stress response in different population including surgeons during surgery as well as patients during clinical visits
b) Study of cardiac response (e.g. heart rate, heart rate recovery and heart rate variability) to activities of daily living using wearable technologies and inertial sensors
c) Study of kinematics and physiological data in hospitalized patients for fall prevention

Trained undergraduate students

Supported senior engineering design teams

Prepared Institutional Review Board (IRB) proposals

11/2012-12/2014

Assistant Professor
Department of Clinical Engineering, Azad University, Science and Research Branch, Tehran, Iran

1/2012-10/2012

Senior Lecturer
Department of Clinical Engineering, Azad University, Tehran Medical Branch, Tehran, Iran

Lectured multiple courses: Introduction to Biomedical Engineering, Introduction to computer and network, and Algorithmic Programming

9/2010-1/2012

Faculty Member
Department of Clinical Engineering, Azad University, Science and Research Branch, Tehran, Iran

Syllabus designer for Clinical Engineering Program in Iran
Lectured multiple courses: Microprocessor, Introduction to Biomedical Engineering, Medical Physics, Computer Architecture, Introduction to computer and network, Algorithmic Programming, Electronics and Digital Basics, Microprocessor Lab, Logic design Lab, Circuit Lab, Physics Lab
Designed and led workshops and training courses
Successfully supervised 71 undergraduate students and co-supervised two graduate students
Developed training booklets for Intel Microprocessor for biomedical engineers, PIC microcontroller for biomedical engineers, introduction to biomedical engineering, medical physics, and computer architecture

2/2007-10/2012

Senior Lecturer
Department of Biomedical Engineering and Clinical Engineering, Azad University, Science and Research Branch, Tehran, Iran

9/2005-10/2012

Lecturer
Department of Computer Engineering, Azad University, Ardabil Branch, Ardabil, Iran

Lectured Computer Architecture and Microcontroller

2/2007-7/2007

Research Assistant
Biomedical Engineering Laboratory, Azad University, Science and Research Branch, Tehran, Iran

• Participated in the establishment of several labs, including Biomedical Engineering lab, microcontroller lab and control system lab

9/2001-2/2002

Research Interests1 entries

Honors and Awards9 entries

Service & Intellectual Property

Professional Services49 entries

49 entries

Reviewer, Journal of Biocybernetics and Biomedical Engineering

2020-Present

Reviewer, Journal of Biomedical Engineering Letters

2020-Present

Reviewer, Journal of IEEE Sensors

2020-Present

Reviewer, Journal of IEEE Access

2020-Present

Member of technical program committee, the 11th International Conference on Artificial Intelligence & Modern Assistive Technology (ICAIMAT 2020), Riyadh-Saudi Arabia

2020

Reviewer, Journal of Expert Systems with Applications

2020-Present

Reviewer, International Journal of Computing and Digital Systems

2020-Present

Reviewer, 7th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI 2020), Indonesia-Bandung

2020

Reviewer, IIE Transactions on Healthcare Systems Engineering

2019-Present

International program committee member, The 2019 International Conference on Computational Science and Computational Intelligence, USA-Los Vegas

2019

Reviewer, Journal of Electrocardiology

2019-Present

Reviewer, 6th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI 2019), Indonesia-Bandung

2019

Reviewer, Journal of Smart Health

2019-Present

Reviewer, Journal of Computers in Biology and Medicine

2019-Present

Reviewer, Journal of Joint Disorders & Orthopedic Sports Medicine (ISAKOS)

2019-Present

Member of technical program committee, the 16th International Wearable and Implantable Body Sensor Networks Conference (BSN 2019), Chicago-USA

2018

International program committee member, The 2018 International Conference on Computational Science and Computational Intelligence, USA-Los Vegas

2018

Reviewer, IEEE Journal of Biomedical and Health Informatics

2018-Present

Reviewer, 5th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI 2018), Indonesia-Malang

2018

International program committee member, The 2016 International Conference on Computational Science and Computational Intelligence, USA-Los Vegas

2017

Member of technical program committee, the 15th International Wearable and Implantable Body Sensor Networks Conference (BSN 2018), Las Vegas-USA

2017

Reviewer, Scientific Programming

2017-Present

International program committee member, The 2016 International Conference on Computational Science and Computational Intelligence, USA-Los Vegas

2016

Reviewer, Health Informatics Journal

2016-Present

Reviewer, Medical Hypotheses

2016-Present

Reviewer, Computer Methods and Programs in Biomedicine

2016-Present

Reviewer, Australasian Physical & Engineering Sciences in Medicine

2016-Present

Reviewer, Physiological Measurement

2015-Present

Member of technical program committee, Modeling and Simulation in Medicine in 2016 (MSM 2016), USA-California

2015

International program committee member, The 2015 International Conference on Computational Science and Computational Intelligence, USA-Los Vegas

2015

Reviewer, Biomedical Signal Processing and Control

2015-Present

Member of technical program committee, 22nd Iranian Conference on Biomedical Engineering (ICBME 2015), Iran-Tehran

2015

Member of technical program committee, Modeling and Simulation in Medicine in 2015 (MSM 2015), USA-Virginia

2015

Member of technical program committee, 21th Iranian Conference on Biomedical Engineering (ICBME 2014), Iran-Tehran

2014

Member of technical program committee, 2014 IEEE symposium on business, engineering and industrial applications (ISBEIA 2014), Malaysia-Kota Kinabalu

2014

International program committee member, The 2014 International Conference on Computational Science and Computational Intelligence, USA-Los Vegas

2014

Reviewer, Journal of Computational and Mathematical Methods in Medicine

2014-Present

Reviewer, Journal of the Gerontology

2013-Present

Editorial board member, International Journal of Biomedical Engineering

2013-Present

Reviewer, Journal of the Asia Pacific Heart Association (Heart Asia)

2013-Present

Reviewer, Iranian Journal of Biomedical Engineering (IJBME)

2012-Present

Member of technical program committee, 20th Iranian Conference on Biomedical Engineering (ICBME 2013), Iran-Tehran

2013

Member of technical program committee, 2013 IEEE symposium on business, engineering and industrial applications (ISBEIA 2013), Malaysia-Kuching

2013

Member of the editorial committee, 5th Iranian conference of E-health & medical ICT applications, Iran-Tabriz

2012

Member of the steering and editorial committee, 3rd Iranian conference of E-health & medical ICT applications, Iran-Tehran

2010

Secretary, Iranian Society for Biomedical Engineering (ISBME)

11/2010-12/2013

Head of student branch and admission committee member, Iranian Society for Biomedical Engineering (ISBME)

11/2006-12/2013

Administrative Council member, Iranian Society for Biomedical Engineering (ISBME)

11/2006-12/2013

Core member and syllabus designer for Clinical Engineering program in Iran

2005

Patents18 entries

18 entries

S. Parvaneh and J. Vaughn, “Tracking Blanket Coverage for a Subject in an Environment”, Patent Pending, WO2020058132 (A1). S. Parvaneh and J. Vaughn, “Tracking Blanket Coverage for a Subject in an Environment”, Patent Pending, WO2020058132 (A1).

2020

D. Schulman, G.A. Toporek, and S. Parvaneh, “System and method for automated multimodal summarization in controlled medical environments to improve information exchange for telemedicine”, Patent Pending, US20200168330A1.

2019

D. Schulman, S. Parvaneh, A. Samadani, and P. Singh, “Personalized Assistance for Impaired Subjects”, Patent Pending, WO2019115308 (A1).

2019

P. Singh and S. Parvaneh, “Digital Health Proxy System and Device”, Patent Pending, WO2019122288 (A1).

2019

M. Milosevic and S. Parvaneh, “A System for Emergency Safety Warning and Risk Mitigation”, Patent Pending, WO2019149640 (A1).

2019

A. Samadani and S. Parvaneh, “System and Method for Optimal Sensor Placement”, Patent Pending, US20190244125A1.

2019

J. Rubin, S. Parvaneh, A. Rahman, B. Conroy, and S. Babaeizadeh, “Detecting atrial fibrillation using short single-lead ECG recordings”, Patent Pending, WO2019057676 (A1).

2017

C. Potes, M. Milosevic, S. Parvaneh, and E. Ghosh, “Hypoxia Detection”, Patent Pending, WO2018234427 (A1).

2017

A. Abdolahi, S. Parvaneh, and J.M. Riistama, “System and method for dynamic focusing on the heart and/or lungs by frequency tuning and analysis of phase and/or amplitude modulations”, Patent Pending, US2018235539 A1.

2017

S. Parvaneh, M. Milosevic, D. Schulman, P. Singh, A. Alalao, and M. Sabalauskas, “Method and system for health information reporting”, Patent Pending, WO2018134432 A1.

2017

M. Milosevic and S. Parvaneh, “Methods and apparatuses for handgrip strength assessment using pressure-sensitive elements”, Patent Pending, US20180126219A1.

2016

S. Parvaneh, C. Potes, A. Rahman, and B. Conroy, “Classifier ensemble for detection of abnormal heart sounds”, Patent Pending, WO2018046595 A1.

2016

S. Parvaneh, R.E. Gregg, and S. Babaeizadeh, “Pressure ulcer prevention”, Patent Pending, WO2018046324 A1.

2016

B. Najafi, S. Parvaneh, D.G. Armstrong, M. Fain, M.J. Mohler, and M. Slepian, "Method, device, and system for diagnosing and monitoring frailty", Patent Pending, UA14-049.

2014

S. Yahyazadeh, S.M.P. Firoozabadi, M. Haghjoo, and S. Parvaneh, "Novel algorithm for estimation of the nonlinear and chaotic features of an intracardiac electrogram based on the extracted values from surface ECG", Iranian Patent Application, 75080.

2012

M.H. Behfar and S. Parvaneh, "Design and implementation of an electrical system for posture control", Iranian Patent Application, 67420.

2010

H. Hosseinali, A. Hosseinali, S. Parvaneh, and A. Manoochehri, "Remote control design for ICU and CCU beds", Iranian Patent Application, 55088.

2008

S. Moharerri and S. Parvaneh, "Computer-independent drug management system using timer/phone line to help care of children and older adults", Iranian Patent Application, 50777.

2008

Publications

Book Publications4 entries

4 entries

S. Parvaneh and H. Aslian, “Medical Physics”, Eshraghiyeh, 2015 (Translation from English to Persian).

H. Behnam, S. Parvaneh, and A. Shiebeigi, "Diagnostic Ultrasound Imaging and Blood Flow Measurements", Eshraghiyeh, 2009 (Translation from English to Persian).

A.A. Ashrafian, K. Zargar, A. Akbari, F. Ehsani, S. Parvaneh, H.R. Entesar, A. Shafie, and A. Hojabr, "Seventh Exam of the Iran National University Entrance Exam on Electrical Engineering", Pooran Pajoohesh, 4th Edition-2009 (in Persian).

S. Parvaneh, "A Complete Set of Key Notes and Preparation Tests of introduction to Biomedical Engineering for the Iran National University Entrance Exam for Graduate Degree", Kanoon, 2008 (in Persian).

Journal Publications16 entries

Conference Papers (Peer Reviewed Full Papers)66 entries

24 entries
K. Ruberto, B. Carpenter, H. Ehsani, S. Parvaneh, J. Mohler, and N. Toosizadeh, “Assessing Heart Rate Dynamics During Physical Activity: A New Marker of Frailty Among Older Adults”, International Conference on Frailty and Sarcopenia Research (ICFSR 2020), France-Toulouse, March 2020.
R. Firoozabadi, S. Parvaneh, R. Gregg, and S. Babaeizadeh, “Assessment of Signal Quality Algorithms in Distributed Systems”, 43rd Annual Scientific Conference of International Society for Computerized Electrocardiology (ISCE 2018), USA-Park City, April 2018.
S. Parvaneh, M.R.H. Golpayegani, S.M.P. Firoozabadi, and M. Haghjoo, “Analysis of ECG in Phase Space for the Prediction of Spontaneous Atrial Fibrillation Termination”, 41st Annual Scientific Conference of International Society for Computerized Electrocardiology (ISCE 2016), USA-Tucson, April 2016.
B. Joseph, T. Swartz, P. Rhee, S. Parvaneh, B. Zangbar, N. Kulvatunyou, A.L. Tang, G.A. Vercruysse, J. Mohler, and B. Najafi, “Stress Among Surgical Attendings and Trainees: A Quantitative Assessment During Trauma Activations And Emergency Surgeries”, 29th Eastern Association for the Surgery of Trauma Annual Scientific Assembly (EAST 2016), USA-San Antonio, January 2016.
G. Grewal, S. Parvaneh, R.A. Menzies, T.K. Talal, D.G. Armstrong, J. Mohler, and B. Najafi, “Heart Rate Response to Measure Fall-Risk in Patients With Diabetes: A Complementary Measure”, Gerontology Society of America Annual Scientific Meeting (GSA 2015), USA-Orlando, November 2015.
G. Grewal, S. Parvaneh, J. Lee-Eng, R.A. Menzies, T.K. Talal, L. Lavery, D.G. Armstrong, and B. Najafi, “Changes in Postural Balance as an Effect of Plantar Foot Stimulation in Patients with Diabetic Peripheral Neuropathy”, American Podiatric Medical Association – National Meeting (APMA 2015), USA-Orlando, July 2015.
S. Parvaneh, G. Grewal, R.A. Menzies, T.K. Talal, D.G. Armstrong, J. Mohler, and B. Najafi, "Heart rate response: a complementary measure for fall-risk assessment in patients with diabetic peripheral neuropathy", 7th International Symposium on the Diabetic Foot, Netherlands-Hague, May 2015.
S. Parvaneh, G. Grewal, J. Razjouyan, R.A. Menzies, T.K. Talal, D.G. Armstrong, and B. Najafi, "Stressing the Dressing: Is there a real-time association between stress markers and wound healing outcomes during outpatient visits?", 7th International Symposium on the Diabetic Foot, Netherlands-Hague, May 2015.
G. Grewal, S. Parvaneh, J Lee-Eng, R.A. Menzies, T.K. Talal, L. Lavery, D.G. Armstrong, and B. Najafi, "Effect of a therapeutic stimulation device on postural balance in patients with diabetic peripheral neuropathy", 7th International Symposium on the Diabetic Foot, Netherlands-Hague, May 2015.
B. Najafi, G. Grewal, S. Parvaneh, J. Lee-eng, R.A. Menzies, T.K. Talal, and D.G. Armstrong, "Validation Of An Optical Fiber Based Smart Textile: A Clinical Tool For Predicting Diabetic Foot Ulceration", Qatar Foundation Annual Research Conference, Qatar- Doha, November 2014.
S. Parvaneh, B. Najafi, and J. Mohler, "Study of Cardiac Autonomic Nervous System in Older Adults with Different Frailty Status", Gerontology Society of America (GSA), USA-Washington, November 5-9, 2014.
J. Razjouyan, C. Rishel, S. Parvaneh, J Mohler, and B. Najafi, "An Objective Method for Fall Risk Assessment in Hospitalized Older Adults Using Wearable Technology", Gerontology Society of America (GSA), USA-Washington, November 2014.
G. Grewal, S. Parvaneh, J Lee-Eng, J. Mohler, and B. Najafi, "Frailty Identification: Is Complete Timed Up and Go Test Necessary?", Annual Scientific Meeting of the American Geriatric Society, USA-Orlando, May 2014.
S. Parvaneh, G. Grewal, M. Schwenk, J. Mohler, D.G. Armstrong, and B. Najafi, "Characterization of Frailty based on Postural Transitions during Activities of Daily Living", Annual Scientific Meeting of the American Geriatric Society, USA-Orlando, May 2014.
S. Parvaneh, G. Grewal, M. Schwenk, J. Mohler, D.G. Armstrong, and B. Najafi, "Smoothness in Gait Fluctuation in Frail: A Geometric Mapping Technique", Annual Scientific Meeting of the American Geriatric Society, USA-Orlando, May 2014.
B. Najafi, G. Grewal, S. Parvaneh, R.A. Menzies, T.K. Talal, and D.G. Armstrong, "Smartsox: An Optical Fiber-based Smart Textile to Prevent Diabetic Foot Amputation", 74th Scientific Sessions of American Diabetes Association, USA-San Francisco, June 2014.
S. Parvaneh, B. Rawashdeh, Z. Khalpey, S. Bhatnagar, A. Alabagi, H. Dehdashti, R. Poston, and B. Najafi, "Influence of Experience on Mental Stress During Robotic Cardiac Surgery", 2014 Annual Scientific Meeting of International Society for Minimally Invasive Cardiothoracic Surgery (ISMICS ’14), USA-Boston, May 2014.
H. Lei, N. Toosizadeh, M. Schwenk, S. Sherman, S. Karp, S. Parvaneh, E. Esternberg, and B. Najafi, “Objective Assessment of Electro-acupuncture Benefit for Improving Balance and Gait in Patients with Parkinson’s disease”, American Academy of Neurology (AAN), USA-Philadelphia, 2014.
S. Parvaneh, G. Grewal, R.A. Menzies, T.K. Talal, D.G. Armstrong, E. Sternberg, and B. Najafi, "Diabetic Foot Ulcers: How Stressed Are Patients During Clinical Visits?", Integrative Medicine & Health (ICIMH), USA-Miami, 2014.
B. Najafi, G. Grewal, S. Parvaneh, R.A. Menzies, T.K. Talal, and D.G. Armstrong, "SmartSox: A Smart Textile to Prevent Diabetic Foot Amputation", Qatar Foundation Annual Research Conference, Qatar-Doha, November 2013.
S. Parvaneh, G. Grewal, R.A. Menzies, T.K. Talal, D.G. Armstrong, E. Sternberg, and B. Najafi, "Diabetic Foot Ulcers: How Stressed Are Patients during Clinical Visits?", Frontiers in Biomedical Research' 2013 Poster Forum showcases, USA-Tucson, 2013.
S. Parvaneh, G. Grewal, M. Schwenk, J. Mohler, M. Fain, D.G. Armstrong, and B. Najafi, "A Sensitive Measure of Gait Variability to Identify Frailty in Older Adults", Frontiers in Biomedical Research Poster Forum, USA-Tucson, 2013.
S. Parvaneh, Z. Khalpey, B. Rawashdeh, R. Poston, and B. Najafi, "Assessing Stress During Robotic Cardiac Surgery – Comparison Between Simulated Surgery, Actual Surgery, And Surgery Supervision Cases", 2013 Society of Robotic Surgery annual meeting, USA-Orlando, 2013.
S. Parvaneh and P. Jafari, "Technical Review of Cochlear Implant", Seventh National Congress of Orthotics & Prosthetics, Iran-Isfahan, 2005 (in Persian).

3 entries
S. Parvaneh, "Introduction to Biomedical Engineering", Lecture Notes, Azad University, Science and Research Branch, Iran-Tehran.
2007
S. Parvaneh and E. Fatemizadeh, "Magnetic Resonance Images Segmentation using Entropy Method", Research Project Report, Azad University, Science and Research Branch, Iran-Tehran.
2005
S Parvaneh and E. Fatemizadeh, "Survey on Speech Segmentation Methods for Biomedical Engineering Applications", Research Project Report, Azad University, Science and Research Branch, Iran-Tehran.
2004

Talks, Memberships, Skills & Activities

6 entries
Invited talk: “Machine Learning Techniques from Academia to Industry: Examples on Biosignal Analysis”, MIT IEEE Undergraduate Research Technology Conference, USA-Boston, October 2018.
Invited talk: “Electrocardiogram Monitoring and Interpretation: From Traditional Machine Learning to Deep Learning, and Their Combination”, Special Session at Computing in Cardiology, Netherlands-Maastricht, September 2018.
Invited talk: “Heart Sound Classification via Convolutional Neural Network”, Deep Learning in Healthcare Summit, USA-Boston, May 2017.
Invited Talk: “Screening for Frailty in Patients with Cardiovascular Disease”, American Heart Association’s Scientific Sessions, USA-Chicago, November 2014.
Invited Talk: “Introducing Collaborative Research Approaches in Iranian Society for Biomedical Engineering (ISBME)”, 14th Iranian conference on biomedical engineering, Iran-Tehran, February 2008.
Invited Talk: “Introducing Bioamplifier, Cochlear Implant, Cardiac Pacemaker and Hearing Aid”, Biomedical Engineering Seminar Series, Azad University, Science and Research Branch, Iran-Tehran, October 2002.

6 entries
International Society for Computerized Electrocardiology (ISCE)
2016-Present
American Geriatrics Society (AGS)
2013-Present
Iranian Society of Machine Vision and Image Processing (ISMVIP)
2009- Present
Institute of Electrical and Electronics Engineers (IEEE)
2008- Present
Iranian Society for Biomedical Engineering (ISBME)
2005- Present
Young Researchers Club, Iran-Tehran
2004- 2013

3 entries
-Computer software and programming: Microsoft Office, Python, Matlab, Simulink, Electrical and Electronic Simulators (e.g. Orcad, and Proteous), and Microcontroller Compilers (e.g. Mplab, Mikrobasic, and Mikroc)
-Data Analysis, Signal Processing, and Machine Learning: Algorithm Development and Data Processing, Statistical Analysis Techniques Filtering, Feature Extraction and Selection, Pattern Recognition, and Time Series Data Analysis
-Languages: English, Farsi

25 entries
-Medical Instrumentation
1-Biopotential Amplifier (in Persian)
2-Cardiac Pacemaker (in Persian)
3-Cochlear Implant (in Persian)
4-Hearing Aids (in Persian)
- Speech Processing
5- Methods of Speech Segmentation (in Persian)
6-Hidden Markov Model (in Persian)
7- Calculation of MFCC Coefficients for Speech Signal (in Persian)
8-Vowel Recognition Using Binary Splitting, DTW and VQ Methods (in Persian)
9- Speech Processing Toolbox: main features of speech can be extracted in this toolbox.
- Pattern Recognition
10- Particle Swarm Optimization (PSO):Presentation File, PDF file (in Persian)
11-Application of Particle Swarm Optimization for Data Clustering (in Persian)
12-DTW Algorithm and Role on Pattern Verification (in Persian)
13-Role of Gaussian and Gaussian Mixture (GMM) in Pattern Recognition (in Persian)
- Technical Papers in Biomedical Engineering Journals
14- M. Meghrazi Nobar andS. Parvaneh, "Microscope: a tool for a closer view", MED & LAB Engineering Magazine, vol. 120, pp 52-54 (in Persian).
15- M.H. Behfar, H. Aslian, andS. Parvaneh, "Spinal Column: Axis of Body Skeleton", MED & LAB Engineering Magazine, vol. 116, pp 94-95 (in Persian).
16- M. Meghrazi Nobar, S. Fatollahipoor, andS. Parvaneh, "Chromatography: Method for Separating Materials", MED & LAB Engineering Magazine, vol. 111, pp 89-91 (in Persian).
17- Z. Assari andS. Parvaneh, "Imaging in Medicine: Travel to Depth of the Eye", MED & LAB Engineering Magazine, vol. 102, pp 22-24 (in Persian).
18- H. Aslian andS. Parvaneh, "Infrared and Optical Analysis of Blood Flow in the Brain", MED & LAB Engineering Magazine, vol. 98, pp 80-82 (in Persian).
19-S. Parvaneh and P. Jafari, "Introducing Different Hearing Aids: Using This device, You Can Hear Again", MED & LAB Engineering Magazine, vol. 72, pp 33-40 (in Persian).
20-S. Parvaneh and P. Jafari, "Cochlea Made of Electronics", MED & LAB Engineering Magazine, vol. 59, pp 16-20 (in Persian).
21-S. Parvaneh and E. Fatemizadeh, "Analysis of Medical Images: Investigating Medical Images", MED & LAB Engineering Magazine, vol. 57, pp 33-40 (in Persian).