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Signal Processing, Machine Learning, AI in Healthcare, Deep Learning, Computer Vision, Image Processing
Pakistan, Australia

Biography

MUHAMMAD UMAR KHAN received the B.Sc. degree in electronics engineering from the COMSATS Institute of Information Technology, Abbottabad, Pakistan, in 2012. He is currently working as a Lab Engineer in Department of Electronics Engineering (2014 to date). He is also working a Team Lead Signal and Image Processing in Syndicate of Embedded and Electronics Design (SEED). His research interests include statistical signal processing, biomedical signal processing, medical imaging and emotion classification in response to multimedia content.

Activities

Employment (1)

University of Engineering and Technology: Taxila, PK

2014-05-20 to present | Lab Engineer (Department of Electronics Engineering)
Employment
Source: Self-asserted source
Muhammad Umar Khan

Education and qualifications (1)

COMSATS Institute of Information Technology - Abbottabad: Abbottabad, PK

2008-10-06 to 2012-07-05 | BS Electronics Engineering (Department of Electrical Engineering)
Education
Source: Self-asserted source
Muhammad Umar Khan

Works (31)

Bearing faults classification using novel log energy-based empirical mode decomposition and machine Mel-frequency cepstral coefficients

Digital Signal Processing
2025-01 | Journal article
Contributors: Sumair Aziz; Muhammad Umar Khan; Adil Usman; Muhammad Faraz; Yazeed Yasin Ghadi; Gabriel Axel Montes
Source: check_circle
Crossref

Diagnosis of Schizophrenia Using EEG Sensor Data: A Novel Approach with Automated Log Energy-Based Empirical Wavelet Reconstruction and Cepstral Features

Sensors
2024-10-10 | Journal article
Contributors: Sumair Aziz; Muhammad Umar Khan; Khushbakht Iqtidar; Raul Fernandez-Rojas
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Multilevel Pain Assessment with Functional Near-Infrared Spectroscopy: Evaluating ΔHBO2 and ΔHHB Measures for Comprehensive Analysis

Sensors
2024-01-11 | Journal article
Contributors: Muhammad Umar Khan; Maryam Sousani; Niraj Hirachan; Calvin Joseph; Maryam Ghahramani; Girija Chetty; Roland Goecke; Raul Fernandez-Rojas
Source: check_circle
Crossref
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Preferred source (of 2)‎

Machine learning‐based classification of multiple heart disorders from PCG signals

Expert Systems
2023-12 | Journal article
Contributors: Muhammad Talal; Sumair Aziz; Muhammad Umar Khan; Yazeed Ghadi; Syed Zohaib Hassan Naqvi; Muhammad Faraz
Source: check_circle
Crossref

Intelligent bearing faults diagnosis featuring Automated Relative Energy based Empirical Mode Decomposition and novel Cepstral Autoregressive features

Measurement
2023-07 | Journal article
Contributors: Sumair Aziz; Muhammad Umar Khan; Muhammad Faraz; Gabriel Axel Montes
Source: check_circle
Crossref

XPQRS: Expert power quality recognition system for sensitive load applications

Measurement
2023-07 | Journal article
Contributors: Muhammad Umar Khan; Sumair Aziz; Adil Usman
Source: check_circle
Crossref

Experimental Exploration of Multilevel Human Pain Assessment Using Blood Volume Pulse (BVP) Signals

Sensors
2023-04-14 | Journal article
Contributors: Muhammad Umar Khan; Sumair Aziz; Niraj Hirachan; Calvin Joseph; Jasper Li; Raul Fernandez-Rojas
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Computer-aided diagnosis system for cardiac disorders using variational mode decomposition and novel cepstral quinary patterns

Biomedical Signal Processing and Control
2023-03 | Journal article
Contributors: Muhammad Umar Khan; Sumair Aziz; Khushbakht Iqtidar; Raul Fernandez-Rojas
Source: check_circle
Crossref

Pulse plethysmograph signal analysis method for classification of heart diseases using novel local spectral ternary patterns

Expert Systems
2022-09 | Journal article
Contributors: Sumair Aziz; Muhammad Umar Khan; Khushbakht Iqtidar; Sadaqat Ali; Ancuta Nicoleta Remete; Muhammad Arshad Javid
Source: check_circle
Crossref

Computer‐aided diagnosis of COVID‐19 disease from chest X‐ray images integrating deep feature extraction

Expert Systems
2022-06 | Journal article
Contributors: Sumair Aziz; Muhammad Umar Khan; Abdul Rehman; Zain Tariq; Khushbakht Iqtidar
Source: check_circle
Crossref

A two-stage classification model integrating feature fusion for coronary artery disease detection and classification

Multimedia Tools and Applications
2022-04 | Journal article
Contributors: Muhammad Umar Khan; Sumair Aziz; Khushbakht Iqtidar; Galila Faisal Zaher; Shareefa Alghamdi; Munazza Gull
Source: check_circle
Crossref

A novel embedded system design for the detection and classification of cardiac disorders

Computational Intelligence
2021-11 | Journal article
Contributors: Umair Riaz; Sumair Aziz; Muhammad Umar Khan; Syed Azhar Ali Zaidi; Muhammad Ukasha; Aamir Rashid
Source: check_circle
Crossref

Classification of cardiac disorders using 1D local ternary patterns based on pulse plethysmograph signals

Expert Systems
2021-05 | Journal article
Contributors: Sumair Aziz; Muhammad Awais; Muhammad Umar Khan; Khushbakht Iqtidar; Usman Qamar
Source: check_circle
Crossref

A novel pulse plethysmograph signal analysis method for identification of myocardial infarction, dilated cardiomyopathy, and hypertension

TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES
2021-03-30 | Journal article
Contributors: Muhammad Umar KHAN; Sumair AZIZ
Source: check_circle
Crossref

Expert Hypertension Detection System Featuring Pulse Plethysmograph Signals and Hybrid Feature Selection and Reduction Scheme

Sensors
2021-01-02 | Journal article
Contributors: Muhammad Umar Khan; Sumair Aziz; Tallha Akram; Fatima Amjad; Khushbakht Iqtidar; Yunyoung Nam; Muhammad Attique Khan
Source: check_circle
Crossref
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Preferred source (of 2)‎

Marine Mammals Classification using Acoustic Binary Patterns

Archives of Acoustics
2020 | Journal article
Source: Self-asserted source
Muhammad Umar Khan

Phonocardiogram Signal Processing for Automatic Diagnosis of Congenital Heart Disorders through Fusion of Temporal and Cepstral Features

Sensors
2020-07-06 | Journal article
Contributors: Sumair Aziz; Muhammad Umar Khan; Majed Alhaisoni; Tallha Akram; Muhammad Altaf
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Emotion Recognition System using Pulse Plethysmograph

2020 International Conference on Emerging Trends in Smart Technologies (ICETST)
2020-03 | Conference paper
Source: Self-asserted source
Muhammad Umar Khan
grade
Preferred source (of 2)‎

Classification of EMG Signals for Assessment of Neuromuscular Disorder using Empirical Mode Decomposition and Logistic Regression

2019 International Conference on Applied and Engineering Mathematics, ICAEM 2019 - Proceedings
2019 | Conference paper
EID:

2-s2.0-85073687206

Contributors: Khan, M.U.; Aziz, S.; Bilal, M.; Aamir, M.B.
Source: Self-asserted source
Muhammad Umar Khan via Scopus - Elsevier

ECG-based Biometric Authentication using Empirical Mode Decomposition and Support Vector Machines

2019 IEEE 10th Annual Information Technology, Electronics and Mobile Communication Conference, IEMCON 2019
2019 | Conference paper
EID:

2-s2.0-85077953388

Contributors: Aziz, S.; Khan, M.U.; Ahmad Choudhry, Z.; Aymin, A.; Usman, A.
Source: Self-asserted source
Muhammad Umar Khan via Scopus - Elsevier

Image Pattem Classification for Plant Disease Identification using Local Tri-directional Features

2019 IEEE 10th Annual Information Technology, Electronics and Mobile Communication Conference, IEMCON 2019
2019 | Conference paper
EID:

2-s2.0-85077968098

Contributors: Aziz, S.; Bashir, M.; Mughal, O.; Khan, M.U.; Khan, A.
Source: Self-asserted source
Muhammad Umar Khan via Scopus - Elsevier

System design for early fault diagnosis of machines using vibration features

5th International Conference on Power Generation Systems and Renewable Energy Technologies, PGSRET 2019
2019 | Conference paper
EID:

2-s2.0-85074905814

Contributors: Khan, M.U.; Imtiaz, M.A.; Aziz, S.; Kareem, Z.; Waseem, A.; Akram, M.A.
Source: Self-asserted source
Muhammad Umar Khan via Scopus - Elsevier

An Automated System towards Diagnosis of Pneumonia using Pulmonary Auscultations

2019 13th International Conference on Mathematics, Actuarial Science, Computer Science and Statistics (MACS)
2019-12 | Conference paper
Part of ISBN: 9781728149561
Source: Self-asserted source
Muhammad Umar Khan

Biometric Authentication System Based on Electrocardiogram (ECG)

2019 13th International Conference on Mathematics, Actuarial Science, Computer Science and Statistics (MACS)
2019-12 | Conference paper
Source: Self-asserted source
Muhammad Umar Khan

Detection of Myocardial Infarction using Pulse Plethysmograph Signals

2019 International Conference on Frontiers of Information Technology (FIT)
2019-12 | Conference paper
Source: Self-asserted source
Muhammad Umar Khan

Electromyography (EMG) Data-Driven Load Classification using Empirical Mode Decomposition and Feature Analysis

2019 International Conference on Frontiers of Information Technology (FIT)
2019-12 | Conference paper
Part of ISBN: 9781728166254
Source: Self-asserted source
Muhammad Umar Khan

Prediction of Acute Coronary Syndrome Using Pulse Plethysmograph

2019 4th International Conference on Emerging Trends in Engineering, Sciences and Technology (ICEEST)
2019-12 | Conference paper
Source: Self-asserted source
Muhammad Umar Khan

Automated Detection and Classification of Gastrointestinal Diseases using surface-EMG Signals

2019 22nd International Multitopic Conference (INMIC)
2019-11 | Conference paper
Source: Self-asserted source
Muhammad Umar Khan
grade
Preferred source (of 2)‎

Characterization of Term and Preterm Deliveries using Electrohysterograms Signatures

2019 IEEE 10th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)
2019-10 | Conference paper
Source: Self-asserted source
Muhammad Umar Khan
grade
Preferred source (of 2)‎

Automatic Scene Recognition through Acoustic Classification for Behavioral Robotics

Electronics
2019-04 | Journal article | Author
Contributors: Sumair Aziz; muhammad awais; tallha akram; Muhammad Umar Khan; Musaed Alhussein; Dr. Khursheed Aurangzeb
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 3)‎

Embedded System Design for Visual Scene Classification

Source: Self-asserted source
Muhammad Umar Khan
grade
Preferred source (of 2)‎