A
PROFILE
UPM's Staff Profile
PROF. MADYA DR. SYAMSIAH BINTI MASHOHOR
ASSOCIATE PROFESSOR
FACULTY OF ENGINEERING
syamsiah@upm.edu.my
UPM WEBSITE
PROFILE
syamsiah
BM
EN

PROFESSIONAL

NAME :
(Prof. Madya Dr.) SYAMSIAH BINTI MASHOHOR
POST :
ASSOCIATE PROFESSOR
ENTITY :
FACULTY OF ENGINEERING

FIELD OF SUPERVISION
BIOMEDICAL ENGINEERING / COMPUTER AND EMBEDDED SYSTEMS ENGINEERING / INTELLIGENT SYSTEMS / SIGNAL PROCESSING


PUBLICATION
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