A
PROFILE
Laman Web Staf UPM
PROF. MADYA DR. SYAMSIAH BINTI MASHOHOR
PROFESOR MADYA
FAKULTI KEJURUTERAAN
syamsiah@upm.edu.my
Laman Web UPM
PROFILE
syamsiah
BM
EN

PROFESIONAL

NAMA :
(Prof. Madya Dr.) SYAMSIAH BINTI MASHOHOR
JAWATAN :
PROFESOR MADYA
PTJ :
FAKULTI KEJURUTERAAN

BIDANG PENYELIAAN
BIOMEDICAL ENGINEERING / COMPUTER AND EMBEDDED SYSTEMS ENGINEERING / INTELLIGENT SYSTEMS / SIGNAL PROCESSING
PENDIDIKAN
PHD
UNIVERSITY OF EDINBURGH, SCOTLAND, UNITED KINGDOM
Graduated : 2006
BACELOR KEJURUTERAAN SISTEM KOMPUTER DAN KOMUNIKASI
UNIVERSITI PUTRA MALAYSIA, SERDANG, SELANGOR
Graduated : 2002
PENERBITAN BUKU
1. World Engineering Congress 2007
    ISPN: 978-983-43571-2-2
PENERBITAN JOURNAL
1. Pruned Committee Neural Network Based on Accuracy and Diversity Trade-off for Permeability Prediction
    Journal type: Other Abstracting / Indexing Bodies
2. Efficient terrain coverage for deploying wireless sensor nodes on multi-robot system
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
3. Robust committee machine for water saturation prediction
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
4. AUTOMATIC LIVER TUMOR SEGMENTATION ON COMPUTED TOMOGRAPHY FOR PATIENT TREATMENT PLANNING AND MONITORING
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
5. Computer-aided detection/diagnosis of breast cancer in mammography and ultrasound: a review
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
6. A Real-Time Malaysian Automatic License Plate Recognition (M-ALPR) using Hybrid Fuzzy
    Journal type: Non Citation-Indexed
7. Nose Tip Region Detection in 3D Facial Model across Large Pose Variation and Facial Expression
    Journal type: Non Citation-Indexed
8. Committee neural networks with fuzzy genetic algorithm
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
9. Boosting diagnosis accuracy of Alzheimer?s disease using high dimensional recognition of longitudinal brain atrophy patterns
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
10. Car License Plate Detection Method for Malaysian Plates-Styles by Using a Web Camera
    Journal type: Citation-Indexed - Scopus
11. Vertical-Edge-Based Car-License-Plate Detection Method
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
12. AUTOMATIC LIVER SEGMENTATION ON COMPUTED TOMOGRAPHY USING RANDOM WALKERS FOR TREATMENT PLANNING
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
13. Discriminant analysis of intermediate brain atrophy rates in longitudinal diagnosis of Alzheimer's disease
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
14. Computer-Assisted Diagnosis System for Breast Cancer in Computed Tomography Laser Mammography (CTLM)
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
15. Review of liver segmentation and computer assisted detection/diagnosis methods in computed tomography
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
16. Foundation and methodologies in computer-aided diagnosis systems for breast cancer detection
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
17. Designing the network topology of feedforward neural network for scene illumination classification
    Journal type: Citation-Indexed - Scopus
18. Breast boundary segmentation in thermography images based on random walkers
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
19. Evaluating the Effectiveness of Parameter Tuning for Support Vector Machine on Voice Pathology Database
    Journal type: MYCITE
20. A REVIEW OF DIGITAL BREAST TOMOSYNTHESIS HARD-WARE TECHNIQUES
    Journal type: Citation-Indexed - Scopus
21. Retinal Blood Vessel Segmentation by Using Matched Filtering and Fuzzy C-means Clustering with Integrated Level Set Method for Diabetic Retinopathy Assessment
    Journal type: Other Abstracting / Indexing Bodies
22. Brain MRI dataset of multiple sclerosis with consensus manual lesion segmentation and patient meta information
    Journal type: Citation-Indexed - Scopus
23. Automated Feature Extraction for Predicting Multiple Sclerosis Patient Disability using Brain MRI
    Journal type: Citation-Indexed - Scopus
24. Hyperparameter Tuning in Deep Learning Approach for Classification of Classical Myeloproliferative Neoplasm
    Journal type: Non Citation-Indexed
25. Transition of traditional method to deep learning based computer-aided system for breast cancer using Automated Breast Ultrasound System (ABUS) images: a review
    Journal type: Citation-Indexed - Scopus
26. Super-Resolution Approach to Enhance Bone Marrow Trephine Image in the Classification of Classical Myeloproliferative Neoplasms
    Journal type: Citation-Indexed - Scopus
27. Histopathology Imagery Dataset of Ph-Negative Myeloproliferative Neoplasm
    Journal type: Citation-Indexed - Scopus
28. Bibliographic dataset of literature for analysing global trends and progress of the machine learning paradigm in space weather research
    Journal type: Citation-Indexed Journal - ESCI
29. Assessment of IoT-Driven Predictive Maintenance Strategies for Computed Tomography Equipment: A Machine Learning Approach
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
PENERBITAN
2025
Machine Learning Framework for Industrial Machine Sound Classification in Predictive Maintenance
2024
Interpretable N-BEATS Deep Networks of Multistep Forecasting for the Ground-based Geomagnetic Dst Index
2024
Assessment of IoT-Driven Predictive Maintenance Strategies for Computed Tomography Equipment: A Machine Learning Approach
2023
Super-Resolution Approach to Enhance Bone Marrow Trephine Image in the Classification of Classical Myeloproliferative Neoplasms
2023
Histopathology Imagery Dataset of Ph-Negative Myeloproliferative Neoplasm
2023
Transition of traditional method to deep learning based computer-aided system for breast cancer using Automated Breast Ultrasound System (ABUS) images: a review
2022
Automated Feature Extraction for Predicting Multiple Sclerosis Patient Disability using Brain MRI
2022
Brain MRI dataset of multiple sclerosis with consensus manual lesion segmentation and patient meta information
2019
A REVIEW OF DIGITAL BREAST TOMOSYNTHESIS HARD-WARE TECHNIQUES
2019
Retinal Blood Vessel Segmentation by Using Matched Filtering and Fuzzy C-means Clustering with Integrated Level Set Method for Diabetic Retinopathy Assessment
2018
Review of liver segmentation and computer assisted detection/diagnosis methods in computed tomography
2017
Breast boundary segmentation in thermography images based on random walkers
2017
Designing the network topology of feedforward neural network for scene illumination classification
2017
Computer-Assisted Diagnosis System for Breast Cancer in Computed Tomography Laser Mammography (CTLM)
2017
Foundation and methodologies in computer-aided diagnosis systems for breast cancer detection
2017
Review of liver segmentation and computer assisted detection/diagnosis methods in computed tomography
2016
Efficient terrain coverage for deploying wireless sensor nodes on multi-robot system
2016
AUTOMATIC LIVER TUMOR SEGMENTATION ON COMPUTED TOMOGRAPHY FOR PATIENT TREATMENT PLANNING AND MONITORING
2016
AUTOMATIC LIVER SEGMENTATION ON COMPUTED TOMOGRAPHY USING RANDOM WALKERS FOR TREATMENT PLANNING
2015
Effect of image resolution on intensity based scene illumination classification using neural network
2015
Boosting diagnosis accuracy of Alzheimer?s disease using high dimensional recognition of longitudinal brain atrophy patterns
2014
Pruned Committee Neural Network Based on Accuracy and Diversity Trade-off for Permeability Prediction
2013
Robust committee machine for water saturation prediction
2013
Vertical-Edge-Based Car-License-Plate Detection Method
2013
Computer-aided detection/diagnosis of breast cancer in mammography and ultrasound: a review
2012
Vertical Edges-based Car License Plate Detection Method
2011
A review of computer assisted detection/diagnosis (CAD) in breast thermography for breast cancer detection
2011
Committee neural networks with fuzzy genetic algorithm
2011
Discriminant analysis of intermediate brain atrophy rates in longitudinal diagnosis of Alzheimer's disease
2010
Car License Plate Detection Method for Malaysian Plates-Styles by Using a Web Camera