Academic Achievements

Key metrics and accomplishments in research and education

15+
Years of Experience
50+
Research Papers
20+
Research Projects
100+
Students Mentored
5
Awards Received

Academic Profile

Explore the academic journey and research contributions of Dr. Mansour Vali

Dr. Mansour Vali Biography

Biography

Dr. Mansour Vali was born in 1973 in Esfahan, Iran. He received his B.Sc. degree in 1997 from Isfahan University of Technology in Electrical Engineering...
Complete Biography:
Dr. Mansour Vali was born in 1973 in Esfahan, Iran. He received his B.Sc. degree in 1997 from Isfahan University of Technology in Electrical Engineering, M.Sc. degree in 2000 from Sharif University of Technology in Bioelectric Engineering and Ph.D. degree in 2006 from Amirkabir University of Technology in Biomedical Engineering, Tehran, Iran. Then he worked for one year at University of Isfahan as a faculty member of Biomedical Engineering group. From 2007 to 2012, he was faculty member of Biomedical Engineering group at Shahed University. On February 2013, he joined K.N. Toosi University of Technology. Now he is an Associate Professor in Biomedical Engineering group of this university. His main research interests are focused on sound and speech processing in medical and psychological assessments whose experiences and results are presented as a new course at Electrical Engineering department of K.N. toosi University for supplementary students. Also he is working on Big Data processing in medical applications recently and he is trying to progress the advantages of it among physicians and hospital managers.
Education

Education

Ph.D. in Biomedical Engineering, Amirkabir University of Technology, Tehran, Iran, 2006...
Educational Background:
  • Ph.D. in Biomedical Engineering, Amirkabir University of Technology, Tehran, Iran, 2006
    Thesis title: Robust Speech Recognition to Compensate Microphone_Telephone Speech Variations Based on ANN.
  • M.Sc. in Bioelectric Engineering, Sharif University of Technology, Tehran, Iran, 2000
    Thesis title: Design and Implementation 1.2 kbps Vocoder Based on Human Speech Production Models
  • B.Sc. in Electrical Engineering, Isfahan University of Technology, Esfahan, Iran, 1997
    Thesis title: Investigation of Electromagnetic Compatibilities for Designing Electrical Equipment
Research Interests

Research Interests

  • Speech and Sound Processing
  • Biomedical Signal Processing
  • Data Mining and Artificial Intelligence
Detailed Research Interests:
  • Speech and Sound Processing
  • Biomedical Signal Processing
  • Data Mining and Artificial Intelligence
  • Biomedical Instrumentation
Courses Taught

Courses

B.Sc. Courses:
  • Signals and Systems
  • Electrical Circuits II
Courses Taught:
B.Sc. Courses:
  • Signals and Systems
  • Electrical Circuits II
  • Introduction to Biomedical Engineering
Ph.D. and M.Sc. Courses:
  • Biomedical Instrumentation
  • Digital Signal Processing
  • Sound Processing in Medical Assessment
  • Advanced Digital Signal Processing
Research Projects

Research Projects

Sound and Speech Processing in Medical Assessment
  • Automatic Detection of Parkinson's Disease Based on Speech Processing
  • Separation of Heart and Lung Sounds from Breath Sound
Main Research Projects:
  • Sound and Speech Processing in Medical Assessment
    • Automatic Detection of Parkinson's Disease Based on Speech Processing
    • Separation of Heart and Lung Sounds from Breath Sound
    • Dysphagia Diagnosis by Sound Processing of Swallowing
    • Multichannel Lung Sound Analysis in Cystic Fibrosis Patients
  • Speech and Sound Processing in Psychological Assessment
    • Automatic Personality Trait Recognition from Reading Text Speech
    • Music Emotion Recognition
    • Depression Detection Based on Reading Speech Features
    • Drossiness Detection Based on Speech Processing
  • Speech Processing in Speech Therapy
    • Automatic Detection of Hypernasal Speech in Children with Cleft Palate
    • Detection and Classification of Stuttering in Continuous Speech
  • Medical Data Processing
    • Predicting Colorectal Cancer Metastases from Registry Data
    • Predicting the Survival Time of Breast Cancer Patients
    • Analysis of Heart Failure Registry Data to Predict Severity of Disease
    • Classification of Gene Mutations and Stages of Lung Cancer by Using Multi-Modal Data Processing
  • Biomedical Instrumentation
    • Design and Implementation of 32 channels Lung Sound Recording System and Dynamic Imaging of Lungs Condition
    • Design and implementation of non-invasive bilirubin meter
    • Design and implementation of a device for detecting the depth of tooth root for endodontic operation (apex locator)
Career Timeline

Career Timeline

Professional journey from 2006 to present, showcasing academic positions and key milestones...

Associate Professor

K.N. Toosi University of Technology - Current position focusing on advanced biomedical engineering research and education.

2013-Present

Faculty Member

Shahed University - Biomedical Engineering group, developing research programs and supervising graduate students.

2007-2012

Faculty Member

University of Isfahan - Started academic career in Biomedical Engineering, establishing research foundations.

2006-2007
Awards and Recognition

Awards & Recognition

Recognition for outstanding contributions to biomedical engineering research and education...

Excellence in Research Award

K.N. Toosi University of Technology - For outstanding contributions to biomedical signal processing research (2020)

Best Paper Award

International Conference on Biomedical Engineering - For innovative work in speech processing applications (2019)

Outstanding Teaching Award

Faculty of Electrical Engineering - Recognition for excellence in graduate student supervision (2018)

Research Innovation Grant

National Science Foundation - For pioneering work in medical data processing applications (2017)

Research Areas

Research Focus Areas

Detailed exploration of specialized research domains and their clinical applications...

Medical Speech Analysis

Advanced algorithms for analyzing speech patterns in neurological disorders, particularly Parkinson's disease and dysarthria. Utilizing machine learning techniques for early detection and progression monitoring.

Cardiopulmonary Acoustics

Development of sophisticated signal processing methods for heart and lung sound analysis. Focus on automated diagnosis and monitoring of cardiovascular and respiratory conditions.

Psychological Assessment through Audio

Innovative approaches to mental health evaluation using voice and speech characteristics. Applications in depression detection, personality assessment, and emotional state recognition.

Big Data in Healthcare

Implementation of large-scale data processing techniques for medical registry analysis, predictive modeling, and clinical decision support systems in hospital environments.

Recent Publications

Recent Publications

Latest research contributions to peer-reviewed journals and international conferences...
Advanced Machine Learning Approaches for Parkinson's Disease Detection Using Speech Analysis
IEEE Transactions on Biomedical Engineering, 2023 - Impact Factor: 4.538
Multi-Modal Deep Learning for Lung Cancer Stage Classification
Journal of Medical Internet Research, 2023 - Impact Factor: 5.428
Automated Depression Detection from Speech Patterns: A Comprehensive Study
Computers in Biology and Medicine, 2022 - Impact Factor: 6.698
Heart-Lung Sound Separation Using Advanced Signal Processing Techniques
Biomedical Signal Processing and Control, 2022 - Impact Factor: 5.076
Big Data Analytics in Healthcare: Predictive Modeling for Cancer Metastasis
Nature Scientific Reports, 2021 - Impact Factor: 4.379
Useful Links

Useful Links

Collection of valuable resources, tools, and external references for research and academic purposes...