Wan Siti Halimatul Munirah Binti Wan Yahya @ Wan Ahmad



Salutation
Dr

School/Centre
Institute of Research, Development and Innovation (IRDI)

Department
-

Position
Lecturer


Professional Network


Education

a
Doctor of Philosophy (Content Based Retrieval of Images with Consolidation from Chest X-Ray Databases), 2016 Multimedia University
a
Master of Engineering Science (A Hybrid Medical Image Retrieval System for CT Brain Images), 2010 Multimedia University
a
Bachelor of Engineering Electronics majoring in Multimedia (Electronics Engineering), 2007 Multimedia University

Memberships

a
Board of Engineers Malaysia | National | Graduate Engineer

Research Funding
a
Development of an automated decision support tool in diagnosing kidney allograft pathology based on the Banff criteria using a deep convolutional neural network IMU Internal Research Grant | 2024-06-01 - 31 May 2026
a
Clinical Prediction of Oral Potentially Malignant Disorders (OPMDs) through Convolutional Neural Network (CNN)-Based Deep Learning IMU Internal Research Grant | 2024-05-23 - 31 Mar 2025

Publications

Research Articles

a
Classification of Nasopharyngeal Cases using DenseNet Deep Learning Architecture ARXIV PREPRINT ARXIV:2404.03188 | 2024
a
Comprehensive analysis of color normalization methods for HER2-SISH histopathology images J. ENG. SCI. TECHNOL | 2024
a
Review of In Situ Hybridization (ISH) Stain Images Using Computational Techniques DIAGNOSTICS | 2024
a
Multi-configuration analysis of densenet architecture for whole slide image scoring of er-ihc IEEE ACCESS | 2023
a
A New Machine Learning-based Hybrid Intrusion Detection System and Intelligent Routing Algorithm for MPLS Network INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS | 2023
a
Current and future communication solutions for smart grids: A review IEEE ACCESS | 2022
a
PancreaSys: An Automated Cloud-Based Pancreatic Cancer Grading System FRONTIERS IN SIGNAL PROCESSING | 2022
a
Allred Scoring of ER-IHC Stained Whole-Slide Images for Hormone Receptor Status in Breast Carcinoma DIAGNOSTICS | 2022
a
Pancreatic cancer grading in pathological images using deep learning convolutional neural networks F1000RESEARCH | 2021
a
Placement accuracy algorithm for smart street lights. TURKISH J. ELECTR. ENG. COMPUT. SCI. | 2021
a
Home Energy Management System and Internet of Things: Current Trends and Way Forward INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING | 2021
a
5G new radio: Dynamic time division duplex radio resource management approaches IEEE ACCESS | 2021
a
Multi-criteria decision making: a systematic review RECENT ADVANCES IN ELECTRICAL & ELECTRONIC ENGINEERING (FORMERLY RECENT PATENTS ON ELECTRICAL & ELECTRONIC ENGINEERING) | 2021
a
5G technology: Towards dynamic spectrum sharing using cognitive radio networks IEEE ACCESS | 2020
a
Recent trends in MPLS networks: technologies, applications and challenges IET COMMUNICATIONS | 2020
a
A survey on readiness of cloud based queuing management system implementation to mobile users INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE | 2019
a
Investigation on the Fabrication Process of Copper, Zinc, Tin and Sulphur on Molybdenum as Back Contact for Microwire Solar Cell ASIAN JOURNAL OF SCIENTIFIC RESEARCH | 2019
a
Telekomunikasi sepantas adiwira the flash? MAJALAH SAINS | 2019
a
Context aware traffic scheduling algorithm for power distribution smart grid network IEEE ACCESS | 2019
a
Comparison of router testbeds: embedded system-based, software-based, and multiprotocol label switching (MPLS) INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE | 2019
a
Performance Evaluation of Wireless Router Testbed using Raspberry Pi INTERNATIONAL JOURNAL OF RECENT TECHNOLOGY AND ENGINEERING | 2019
a
CBIR-DSN: integrating clustering and retrieval platforms for disk space narrowing degradation assessment MULTIMEDIA TOOLS AND APPLICATIONS | 2019
a
Analysis of MPLS-TP network for different applications INTERNATIONAL JOURNAL OF ENGINEERING & TECHNOLOGY | 2018
a
Content-based image retrieval for medical application JURNAL KEJURUTERAAN | 2018
a
Applications of landsat-8 data: A Survey INTERNATIONAL JOURNAL OF ENGINEERING AND TECHNOLOGY (UAE) | 2018
a
Wan Siti Halimatul Munirah Wan Ahmad, and Mohammad Faizal Ahmad Fauzi. Evaluation of feature extraction and selection techniques for the classification of wood defect images JOURNAL OF ENGINEERING AND APPLIED SCIENCES | 2017
a
Evaluation of feature extraction and selection techniques for the classification of wood defect images JOURNAL OF ENGINEERING AND APPLIED SCIENCES | 2017
a
Comparison of feature extraction techniques on segmented wood defects RESEARCH JOURNAL OF APPLIED SCIENCES | 2016
a
Lung segmentation on standard and mobile chest radiographs using oriented Gaussian derivatives filter BIOMEDICAL ENGINEERING ONLINE | 2015
a
Content Based Retrieval of Images with Consolidation from Chest X-Ray Databases N/A | 2015
a
Abnormalities detection in serial computed tomography brain images using multi-level segmentation approach MULTIMEDIA TOOLS AND APPLICATIONS | 2011
a
Comparison of different feature extraction techniques in content-based image retrieval for CT brain images N/A | 2008

Other Publications

a
New Automatic Allred Scoring for Breast Cancer Nuclei Detection and Scoring from ER-IHC Stained Images 2024 IEEE 8th International Conference on Signal and Image Processing Applications (ICSIPA) | 01 Jan 2024
a
Hybrid Deep Learning Architectures for Histological Image Segmentation 2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) | 01 Jan 2024
a
HER2-Sish Histopathology Image Classification Using Deep Neural Networks 2023 IEEE International Conference on Image Processing (ICIP) | 01 Jan 2023
a
The Implementation of a Machine Learning-based Routing Algorithm in a Lab-Scale Testbed 2023 IEEE Symposium on Wireless Technology & Applications (ISWTA) | 01 Jan 2023
a
Nuclei Detection in HER2-SISH Histopathology Images 2023 IEEE 2nd National Biomedical Engineering Conference (NBEC) | 01 Jan 2023
a
Real-Time Segmentation of IHC Images From Microscope Using Deep Learning Architecture 2023 IEEE 2nd National Biomedical Engineering Conference (NBEC) | 01 Jan 2023
a
Nuclei Segmentation in ER-IHC Stained Histopathology Images using Mask R-CNN 2022 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) | 01 Jan 2022
a
Nuclei Classification in ER-IHC Stained Histopathology Images using Deep Learning Models TENCON 2022-2022 IEEE Region 10 Conference (TENCON) | 01 Jan 2022
a
Detection and histo-scoring of HER2/CEN17 biomarkers in SISH images 2022 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) | 01 Jan 2022
a
Scheduling smart grid network traffic with context-awareness in industrial grade router 2020 1st International Conference on Information Technology, Advanced Mechanical and Electrical Engineering (ICITAMEE) | 01 Jan 2020
a
Raspberry Pi as Reconfigurable Fiber-based Router and Its Performance Analysis 2020 IEEE 8th International Conference on Photonics (ICP) | 01 Jan 2020
a
Connected Ocular Screening System Using Smartphones 2018 1st IEEE International Conference on Knowledge Innovation and Invention (ICKII) | 01 Jan 2018
a
Shape based image retrieval system for MRI spine 2017 6th International Conference on Electrical Engineering and Informatics (ICEEI) | 01 Jan 2017
a
Classification of infection and fluid regions in chest x-ray images 2016 International Conference on Digital Image Computing: Techniques and Applications (DICTA) | 01 Jan 2016
a
Abnormality detection for infection and fluid cases in chest radiograph 2015 International Electronics Symposium (IES) | 01 Jan 2015
a
Effects of different classifiers in detecting infectious regions in chest radiographs 2014 IEEE International Conference on Industrial Engineering and Engineering Management | 01 Jan 2014
a
Content-based medical image retrieval system for infections and fluids in chest radiographs Information Retrieval Technology: 10th Asia Information Retrieval Societies Conference, AIRS 2014, Kuching, Malaysia, December 3-5, 2014. Proceedings 10 | 01 Jan 2014
a
Efficient Block-based Matching for Content-based Image Retrieval Using Color Features Signal Processing, Pattern Recognition, and Applications 2011 | 01 Jan 2011
a
Multi-level segmentation method for serial computed tomography brain images 2009 IEEE International Conference on Signal and Image Processing Applications | 01 Jan 2009
a
Comparison of different feature extraction techniques in content-based image retrieval for CT brain images 2008 IEEE 10th Workshop on Multimedia Signal Processing | 01 Jan 2008
a
Efficient block-based matching for content-based retrieval of CT head images 2008 IEEE 10th Workshop on Multimedia Signal Processing | 01 Jan 2008
a
Hybrid Image Retrieval System Using Text and Gabor Transform for CT Brain Images Proceedings of the MMU International Symposium on Information and Communication Technologies 2007 (M2USIC2007) | 01 Jan 2007

Books

a
UKM Press (2018). Bab 3 - Pengukuran Kekerintingan Salur Darah Mata bagi Retinopati Diabetes

Medias

a
Telekomunikasi Sepantas Adiwira The Flash? Majalah Sains | 20 Feb 2019