A
PROFILE
Laman Web Staf UPM
YBHG. PROFESOR IR. DR. SITI ANOM BINTI AHMAD
PROFESOR
FAKULTI KEJURUTERAAN
sanom@upm.edu.my
Laman Web UPM
PROFILE
sanom
BM
EN

PROFESIONAL

NAMA :
(Ybhg. Profesor Ir. Dr.) SITI ANOM BINTI AHMAD
JAWATAN :
PROFESOR
PTJ :
FAKULTI KEJURUTERAAN

DOWNLOAD CURRICULUM VITAE (PDF)
BIDANG PENYELIAAN
BIOMEDICAL ENGINEERING / CONTROL SYSTEM ENGINEERING / ELECTRONIC ENGINEERING / GERONTECHNOLOGY / SIGNAL PROCESSING
PENDIDIKAN
PHD
UNIVERSITY OF SOUTHAMPTON
Graduated : 2009
MASTER SAINS
UNIVERSITY OF SOUTHAMPTON
Graduated : 2005
BACELOR KEJURUTERAAN (ELEKTRONIK/KOMPUTER)
UNIVERSITI PUTRA MALAYSIA, SERDANG, SELANGOR
Graduated : 1999
PENERBITAN BUKU
1. Advances in Physical Ergonomics and Human Factors
    ISPN: 978-3-319-41693-9
2. Advanced Engineering Forum Vol.10
    ISPN: 2234 - 991X
3. Asia Pacific Symposium of Applied Electromagnetics and Mechanics
    ISPN: 978-4-931455-16-0
PENERBITAN JOURNAL
1. Surface EMH Hand Motion Classification Using Time Domain features and ANN for Real Time Application
    Journal type: Non Citation-Indexed
2. Infrared Heating in Food Drying: An Overview
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
3. Cognitive Impairment and Memory Dysfunction after a stroke diagnosis: a post-stroke memory assessment
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
4. A Review of Classification Techniques of EMG Signals during Isotonic and Isometric Contractions
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
5. Impact of Different Lifting Height and Load Mass on Muscle Performance using Periodogram
    Journal type: Citation-Indexed - Scopus
6. Quantitative assessment of wound healing using high-frequency ultrasound image analysis
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
7. Electromyography Analysis during Lifting Tasks: A Pilot Study
    Journal type: Citation-Indexed - Scopus
8. Real-time Human Motion Analysis and Grasping Force using the OptiTrack System and Flexi-force Sensor
    Journal type: Citation-Indexed - Scopus
9. Review of Electromyography Control Systems Based on Pattern Recognition for
    Journal type: Citation-Indexed - Scopus
10. Simple and Computationally Efficient Movement Classification Approach for EMG-controlled Prosthetic Hand: ANFIS vs. Artificial Neural Network
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
11. Grove: An auxiliary device for sympathetic assessment via EDA measurement of neutral, stress, and anger emotions during simulated driving conditions
    Journal type: Citation-Indexed - Scopus
12. Role of EEG as Biomarker in the Early Detection and Classification of Dementia
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
13. LOW COST AND WEARABLE MULTICHANNEL SURFACE ELECTROMYOGRAPHY DATA ACQUISITION SYSTEM ARCHITECTURE
    Journal type: Citation-Indexed - Scopus
14. Wound Healing Assessment Using Digital Photography: A Review
    Journal type: Other Abstracting / Indexing Bodies
15. A New Mathematical Model for Mapping Indoor Environment
    Journal type: Other Abstracting / Indexing Bodies
16. Cognitive assessments for the early diagnosis of dementia after stroke
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
17. Review on Support Vector Machine (SVM) Classifier for Human Emotion Pattern Recognition from EEG Signals
    Journal type: Citation-Indexed - Scopus
18. Selection of Mother Wavelet Functions for Multi-Channel EEG Signal Analysis during a Working Memory Task
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
19. EMG Processing Based Measures of Fatigue Assessment during Manual Lifting: A Review
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
20. A Conceptual Emotional Recognition Framework: Stress and Anger Analysis for Car Accidents
    Journal type: Citation-Indexed - Scopus
21. Biomechanical Response of the Upper Body during Prostration in Salat and the Child's Pose: A preliminary Study
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
22. The Utility of Wavelet Transform in Surface Electromyography Feature extraction- A Comparative Study of Different Mother Wavelets
    Journal type: Citation-Indexed - Scopus
23. A Quantitative Approach to Measure Women's Sexual Function Using Electromyography: Preliminary Study on Kegel Exercise
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
24. Characterization Of Surface Electromyography Using Time Domain Features For Determining Hand Motion and Stages of Contraction
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
25. Effect of Surface Electromyography Electrode Position during Wrist Extension and Flexion Based on Time and Frequency Domain Analyses
    Journal type: Citation-Indexed - Scopus
26. Review of Surface Electrode Placement for Recording Electromyography Signals
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
27. Surface Electromyography Feature Extraction Based on Wavelet Transform
    Journal type: Other Abstracting / Indexing Bodies
28. Automatic Artifact Removal in EEG of Normal and Demented Individuals Using ICA-WT during Working Memory Tasks
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
29. Modelling of High Output Force Dielectric Elastomer Actuator.
    Journal type: Citation-Indexed - Scopus
30. Assessment on Stationarity of EMG Signals with Different Windows Size During Isotonic Contractions
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
31. FILTERING CORNER FREQUENCY USING UNDECIMATED WAVELET TRANSFORM FOR SURFACE EMG
    Journal type: Citation-Indexed - Scopus
32. Gripping an object based on inspection of slip events for a robotic hand model
    Journal type: Citation-Indexed - Scopus
33. Discrimination of stroke-related mild cognitive impairment and vascular dementia using EEG signal analysis
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
34. Selection of Spectrogram’s Best Window Size in EMG Signal during Core Lifting Task
    Journal type: Citation-Indexed - Scopus
35. Determining Best Window Size for an Improved Gabor Transform in EMG Signal Analysis
    Journal type: Citation-Indexed - Scopus
36. Walking gait event detection based on electromyography signalsusing artificial neural network
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
37. Improving Convolutional Neural Network (CNN) architecture (miniVGGNet) with Batch Normalization and Learning Rate Decay Factor for Image Classification
    Journal type: Citation-Indexed - Scopus
38. A New Threshold Estimation Method of SEMG Wavelet De-noising for Prolonged Fatigue Identification
    Journal type: Citation-Indexed - Scopus
39. Time-frequency EMG features comparison of biceps brachii and erector spinae in evaluating work level categories of RTW patients
    Journal type: Citation-Indexed - Scopus
40. PHYSIOLOGICAL RESPONSES ON LIFTING POSTURES DURING MANUAL LIFTING TASK
    Journal type: Citation-Indexed - Scopus
41. 3D Printed Robot Hand Structure using Four-Bar Linkage Mechanism for Prosthetic Application
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
42. MYNursingHome: A fully-labelled image dataset for indoor object classification.
    Journal type: Citation-Indexed - Scopus
43. Parkinson’s Disease Diagnosis and Severity Assessment using Ground Reaction Forces and Neural Networks
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
44. Secured Electrocardiograph (ECG) Signal using Fully Homomorphic Encryption Technique
    Journal type: Citation-Indexed - Scopus
45. Inertial Sensor-Based Instrumented Cane for Real Time Walking Cane Kinematics Estimation
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
46. Electroencephalogram Profiles for Emotion Identification over the Brain Regions Using Spectral, Entropy and Temporal Biomarkers
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
47. Characteristics of COVID-19 Death Cases among Older Adults in Malaysia
    Journal type: Citation-Indexed - Scopus
48. Muscles Affecting Minimum Toe Clearance
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
49. The effects of mechanical noise bandwidth on balance across flat and compliant surfaces
    Journal type: Citation-Indexed - Scopus
50. Multichannel Optimization with Hybrid Spectral- Entropy Markers for Gender Identification Enhancement of Emotional-Based EEGs
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
51. Measurement Method for Erector Spinae Muscle Activity during Patient Handling Using Inertial Sensor and Shoe-type Force Sensor
    Journal type: Citation-Indexed - Scopus
52. Complexity and Entropy Analysis to Improve Gender Identification from Emotional-Based EEGs
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
53. Spectro-spatial Profile for Gender Identification Using Emotional-based EEG Signals
    Journal type: Citation-Indexed - Scopus
54. Correlation between Hearing Handicap Inventory for the Elderly Screening (HHIE-S) and Pure Tone Audiometry (PTA) Test among Malaysian Elderly
    Journal type: Citation-Indexed - Scopus
55. A Novel Peak Detection Algorithm Using Particle Swarm Optimization for Chew Count Estimation of a Contactless Chewing Detection
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
56. Fall and Balance Detection System for Older Persons using Blynk Application
    Journal type: Citation-Indexed - Scopus
57. Baseline Assessment of Age-Friendliness for Taiping
    Journal type: Citation-Indexed - Scopus
58. Development of a fall prevention device for older persons
    Journal type: Citation-Indexed - Scopus
59. A New Approach of Non-Invasive Prolonged Fatigue Identification based on Surface EMG Time-Frequency and Wavelet Features
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
60. Sit‑to‑walk strategy classification in healthy adults using hip and knee joint angles at gait initiation
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
61. Improving Fall Detection Devices for Older Adults Using Quality Function Deployment (QFD) Approach
    Journal type: Citation-Indexed Journal - ESCI
62. EEG Signal Complexity Measurements to Enhance BCI-Based Stroke Patients’ Rehabilitation
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
63. Comparison of the Effectiveness of Various Classifiers for Breast Cancer Detection Using Data Mining Methods
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
64. The Association of Falls with Instability: An Analysis of Perceptions and Expectations toward the Use of Fall Detection Devices Among Older Adults in Malaysia
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
65. Transfer Learning and Hybrid Deep Convolutional Neural Networks Models for Autism Spectrum Disorder Classification From EEG Signals
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
66. Automatic Diagnosis of Epileptic Seizures Using Entropy-Based Features and Multimodel Deep Learning Approaches
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
67. A Motion Capture Dataset on Human Sitting to Walking Transitions
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
68. Lower Limb Torque Prediction for Sit-To-Walk Strategies Using Long Short-Term Memory Neural Networks
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
69. Noise Modeling and Removal from Electrocardiogram Signals: A Study Using Wavelet Transform with Graphical User Interface
    Journal type: Citation-Indexed - Scopus
70. Psychometric Properties of Older Adults’ Entomophobia and Arachnophobia Scale (OAEAS): Validating, Cutoff Points, IRT Analysis, and Its Measurement Invariance in Iranian Version
    Journal type: Citation-Indexed - Scopus
71. Investigating age-related muscle force adaptations in males and females during sit-to-walk transition motion using EMG-informed modeling
    Journal type: Citation-Indexed - Scopus
72. A focused review on upper and lower limb joint torque estimation via neural networks
    Journal type: Citation-Indexed - Scopus
73. Deep-Learning-Based Mobile Application for Detecting COVID-19
    Journal type: Citation-Indexed - Scopus
74. Novel Chewing Cycle Approach for Peak Detection Algorithm of Chew Count Estimation
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
75. Investigation of the MobileNetV2 Optimal Feature Extraction Layer for EEG-Based Dementia Severity Classification: A Comparative Study
    Journal type: Citation-Indexed Journal - ESCI
LATARBELAKANG PENDIDIKAN
2009
PhD (Elektrik & Elektronik), University of Southampton, UK
2004
MSc (Rekabentuk Sistem Mikroelektronik), Uni. of Southampton, UK
1999
Bac. Kejuruteraan (Electronik/Komputer), Universiti Putra Malaysia
PENGALAMAN KERJA
2021
Profesor, Fakulti Kejuruteraan UPM
2020
Pengarah, Institut Penyelidikan Penuaan Malaysia
2016
Profesor Madya, Fakulti Kejuruteraan, UPM
2012
Pascadoktoral, Jab. Kejuruteraan Bioperubatan, Universiti Malaya
2009
Pensyarah Kanan, Fakulti Kejuruteraan, UPM
2000
Tutor, Fakulti Kejuruteraan, UPM
MINAT PENYELIDIKAN
Kejuruteraan Bioperubatan
Pemprosesan Isyarat
Kecerdasan Buatan
Geronteknologi
PENERBITAN
2025
A focused review on upper and lower limb joint torque estimation via neural networks
2025
The relationship between smartphone use and cognitive function among Chinese community-dwelling older adults: the moderating role of sex
2025
Deep-Learning-Based Mobile Application for Detecting COVID-19
2025
Novel Chewing Cycle Approach for Peak Detection Algorithm of Chew Count Estimation
2025
Investigating age-related muscle force adaptations in males and females during sit-to-walk transition motion using EMG-informed modeling
2024
Automatic Diagnosis of Epileptic Seizures Using Entropy-Based Features and Multimodel Deep Learning Approaches
2024
Lower Limb Torque Prediction for Sit-To-Walk Strategies Using Long Short-Term Memory Neural Networks
2024
Transfer Learning and Hybrid Deep Convolutional Neural Networks Models for Autism Spectrum Disorder Classification From EEG Signals
2024
Noise Modeling and Removal from Electrocardiogram Signals: A Study Using Wavelet Transform with Graphical User Interface
2024
Psychometric Properties of Older Adults’ Entomophobia and Arachnophobia Scale (OAEAS): Validating, Cutoff Points, IRT Analysis, and Its Measurement Invariance in Iranian Version
2024
A Motion Capture Dataset on Human Sitting to Walking Transitions
2023
EEG Signal Complexity Measurements to Enhance BCI-Based Stroke Patients’ Rehabilitation
2023
A New Approach of Non-Invasive Prolonged Fatigue Identification based on Surface EMG Time-Frequency and Wavelet Features
2023
Sit?to?walk strategy classification in healthy adults using hip and knee joint angles at gait initiation
2023
Comparison of the Effectiveness of Various Classifiers for Breast Cancer Detection Using Data Mining Methods
2022
Correlation between Hearing Handicap Inventory for the Elderly Screening (HHIE-S) and Pure Tone Audiometry (PTA) Test among Malaysian Elderly
2022
For Better or For Worse? A Scoping Review of The Relationship Between Internet Use and Mental Health in Older Adults During The COVID-19 Pandemic
2022
A Novel Peak Detection Algorithm Using Particle Swarm Optimization for Chew Count Estimation of a Contactless Chewing Detection
2021
Muscles Affecting Minimum Toe Clearance
2021
The Association of Falls with Instability: An Analysis of Perceptions and Expectations toward the Use of Fall Detection Devices Among Older Adults in Malaysia
2021
Characteristics of COVID-19 Death Cases among Older Adults in Malaysia
2021
Multichannel Optimization with Hybrid Spectral- Entropy Markers for Gender Identification Enhancement of Emotional-Based EEGs
2021
Complexity and Entropy Analysis to Improve Gender Identification from Emotional-Based EEGs
2021
Measurement Method for Erector Spinae Muscle Activity during Patient Handling Using Inertial Sensor and Shoe-type Force Sensor
2021
The effects of mechanical noise bandwidth on balance across flat and compliant surfaces
2021
Spectro-spatial Profile for Gender Identification Using Emotional-based EEG Signals
2020
MYNursingHome: A fully-labelled image dataset for indoor object classification.
2020
Parkinson’s Disease Diagnosis and Severity Assessment using Ground Reaction Forces and Neural Networks
2020
Secured Electrocardiograph (ECG) Signal using Fully Homomorphic Encryption Technique
2020
3D Printed Robot Hand Structure using Four-Bar Linkage Mechanism for Prosthetic Application
2020
Inertial Sensor-Based Instrumented Cane for Real Time Walking Cane Kinematics Estimation
2019
Improving Convolutional Neural Network (CNN) architecture (miniVGGNet) with Batch Normalization and Learning Rate Decay Factor for Image Classification
2019
PHYSIOLOGICAL RESPONSES ON LIFTING POSTURES DURING MANUAL LIFTING TASK
2019
Electroencephalogram Profiles for Emotion Identification over the Brain Regions Using Spectral, Entropy and Temporal Biomarkers
2019
Development of Real-time Electromyography Controlled 3D Printed Hand Robot Prototype
2019
A New Threshold Estimation Method of SEMG Wavelet De-noising for Prolonged Fatigue Identification
2019
Time-frequency EMG features comparison of biceps brachii and erector spinae in evaluating work level categories of RTW patients
2019
Electroencephalogram Profiles for Emotion Identification over the Brain Regions Using Spectral, Entropy and Temporal Biomarkers
2019
Walking gait event detection based on electromyography signalsusing artificial neural network
2018
Selection of Spectrogram’s Best Window Size in EMG Signal during Core Lifting Task
2018
Walking Gait Event Detection Based on Electromyography Signals Using Artificial Neural Network
2018
Discrimination of stroke-related mild cognitive impairment and vascular dementia using EEG signal analysis
2018
Determining Best Window Size for an Improved Gabor Transform in EMG Signal Analysis
2018
Grove: An auxiliary device for sympathetic assessment via EDA measurement of neutral, stress, and anger emotions during simulated driving conditions
2018
FILTERING CORNER FREQUENCY USING UNDECIMATED WAVELET TRANSFORM FOR SURFACE EMG
2018
Quantitative assessment of wound healing using high-frequency ultrasound image analysis
2017
Gripping an object based on inspection of slip events for a robotic hand model
2017
EMG Processing Based Measures of Fatigue Assessment during Manual Lifting: A Review
2017
Automatic Artifact Removal in EEG of Normal and Demented Individuals Using ICA-WT during Working Memory Tasks
2017
Modelling of High Output Force Dielectric Elastomer Actuator.
2017
Assessment on Stationarity of EMG Signals with Different Windows Size During Isotonic Contractions
2017
Impact of Different Lifting Height and Load Mass on Muscle Performance using Periodogram
2017
Review of Surface Electrode Placement for Recording Electromyography Signals
2017
Electromyography Analysis during Lifting Tasks: A Pilot Study
2017
Real-time Human Motion Analysis and Grasping Force using the OptiTrack System and Flexi-force Sensor
2016
A Review of Classification Techniques of EMG Signals during Isotonic and Isometric Contractions
2016
HEALING ASSESSMENT OF DIABETIC FOOT ULCERS THROUGH HIGH-FREQUENCY ULTRASOUND IMAGE ANALYSIS
2016
Wound Healing Assessment Using Digital Photography: A Review
2016
Effect of Surface Electromyography Electrode Position during Wrist Extension and Flexion Based on Time and Frequency Domain Analyses
2016
High-frequency Ultrasound Imaging in Wound Assessment: Current Perspectives"
2015
Review on Support Vector Machine (SVM) Classifier for Human Emotion Pattern Recognition from EEG Signals
2015
Selection of Mother Wavelet Functions for Multi-Channel EEG Signal Analysis during a Working Memory Task
2015
Infrared Heating in Food Drying: An Overview
2015
HAND MOVEMENTS CLASSIFICATION FOR MYOELECTRIC CONTROL SYSTEM USING ADAPTIVE RESONANCE THEORY",
2015
Simple and Computationally Efficient Movement Classification Approach for EMG-controlled Prosthetic Hand: ANFIS vs. Artificial Neural Network
2015
Electromyography Control Based on Time and Time-Frequency Representations
2014
Cognitive assessments for the early diagnosis of dementia after stroke
2014
Cognitive Impairment and Memory Dysfunction after a stroke diagnosis: a post-stroke memory assessment
2014
LOW COST AND WEARABLE MULTICHANNEL SURFACE ELECTROMYOGRAPHY DATA ACQUISITION SYSTEM ARCHITECTURE
2014
Characterization Of Surface Electromyography Using Time Domain Features For Determining Hand Motion and Stages of Contraction
2014
Role of EEG as Biomarker in the Early Detection and Classification of Dementia
2013
A Quantitative Approach to Measure Women's Sexual Function Using Electromyography: Preliminary Study on Kegel Exercise
2013
The Utility of Wavelet Transform in Surface Electromyography Feature extraction- A Comparative Study of Different Mother Wavelets
2013
A New Mathematical Model for Mapping Indoor Environment
2012
Biomechanical Response of the Upper Body during Prostration in Salat and the Child's Pose: A preliminary Study
2012
Biomechanical Response of the Upper Body during Prostration in Salat and Child?s Pose Exercise: A Preliminary Study
2012
Surface Electromyography Feature Extraction Based on Wavelet Transform
2012
IMPROVING MODE OF DELIVERY FOR FIRST-YEAR UNDERGRADUATE ELECTRICAL AND ELECTRONICS LABORATORY
2012
Infrared Heating in Food Drying: an Overview
2011
Biomechanical Response of Upper Body During Prostration of Salat and Stretching Exercises: A Pilot Study
2011
Review of Electromyography Control Systems Based on Pattern Recognition for
2010
Feature extraction of surface electromyographic signal using moving approximate entropy for prosthesis control application