Wan Siti Halimatul Munirah Binti Wan Yahya @ Wan Ahmad
Salutation
Dr
School/Centre
Institute of Research, Development and Innovation (IRDI)
Department
-
Position
Lecturer
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
Graduate Engineer
2019 - Present
Research Funding
a
Development of an automated decision support tool in diagnosing kidney allograft pathology based on the Banff criteria using adeep convolutional neural network
IMU Internal Research Grant | 01 Feb 2025 - 31 Jan 2027
a
Development of Weakly Supervised Learning Method for Identification of Different Tumour Regions in Pathological Pancreatic Ductal Carcinoma Cases
IMU Internal Research Grant | 01 Dec 2024 - 30 Nov 2025
a
Computer-Aided Abnormality Detection for Prognosis of Nasopharyngeal Cases using Ensemble-based Learning
IMU Internal Research Grants Asia Pacific University of Technology and Innovations Research Development Internal Grant | 01 Sep 2024 - 31 Aug 2026
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 | 01 Jun 2024 - 31 May 2026
a
Clinical Prediction of Oral Potentially Malignant Disorders (OPMDs) through Convolutional Neural Network (CNN)-Based Deep Learning
IMU Internal Research Grant | 23 May 2024 - 31 Mar 2025
Publications
Research Articles
a
Deep-Learning-Based Approach in Cancer-Region Assessment from HER2-SISH Breast Histopathology Whole Slide Images
CANCERS 2024
a
Real-time segmentation and classification of whole-slide images for tumor biomarker scoring
JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES 2024
a
Computational approach for counting of SISH amplification signals for HER2 status assessment
PEERJ COMPUTER SCIENCE 2024
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
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
Multi-configuration analysis of densenet architecture for whole slide image scoring of er-ihc
IEEE ACCESS 2023
a
UMMC ER-IHC Breast Histopathology Whole Slide Image and Allred Score
(NO TITLE) 2023
a
PancreaSys: An Automated Cloud-Based Pancreatic Cancer Grading System
FRONTIERS IN SIGNAL PROCESSING 2022
a
Current and future communication solutions for smart grids: A review
IEEE ACCESS 2022
a
Allred Scoring of ER-IHC Stained Whole-Slide Images for Hormone Receptor Status in Breast Carcinoma
DIAGNOSTICS 2022
a
Home Energy Management System and Internet of Things: Current Trends and Way Forward
INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING 2021
a
Placement accuracy algorithm for smart street lights.
TURKISH J. ELECTR. ENG. COMPUT. SCI. 2021
a
Pancreatic cancer grading in pathological images using deep learning convolutional neural networks
F1000RESEARCH 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
Telekomunikasi sepantas adiwira the flash?
MAJALAH SAINS 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
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
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
Context aware traffic scheduling algorithm for power distribution smart grid network
IEEE ACCESS 2019
a
Content-based image retrieval for medical application
JURNAL KEJURUTERAAN 2018
a
Analysis of MPLS-TP network for different applications
INTERNATIONAL JOURNAL OF ENGINEERING & TECHNOLOGY 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
Abnormalities detection in serial computed tomography brain images using multi-level segmentation approach
MULTIMEDIA TOOLS AND APPLICATIONS 2011
Other Publications
a
Annotate-less, analyse-more: a weakly supervised approach for tissue region annotations of pancreatic ductal adenocarcinoma
1st Annual Congress of the Asian Society of Digital Pathology | 02 Oct 2024
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
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
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
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
Supervisions
a
WONG CHAI FUU | Undergraduate | 23 Dec 2024
Thesis: Research Internship
a
Brian Yong Rong Sheng | Undergraduate | 21 Oct 2024 - 19 Dec 2024
Thesis: Research Internship
a
CHONG HUI TENG | Undergraduate | 23 May 2024 - 31 Mar 2025
Thesis: Clinical Prediction of Oral Potentially Malignant Disorders (OPMDs) through Convolutional Neural Network (CNN)-Based Deep Learning
a
LIEW JIN WEN | Undergraduate | 23 May 2024 - 31 Mar 2025
Thesis: Clinical Prediction of Oral Potentially Malignant Disorders (OPMDs) through Convolutional Neural Network (CNN)-Based Deep Learning
a
Low Swee Ling | Undergraduate | 23 May 2024 - 31 Mar 2025
Thesis: Clinical Prediction of Oral Potentially Malignant Disorders (OPMDs) through Convolutional Neural Network (CNN)-Based Deep Learning
a
TUANG MEI YI ADRIANNA | Undergraduate | 01 Mar 2024 - 30 Jun 2024
Thesis: DEVELOPMENT OF AN AUTOMATED DECISION SUPPORT TOOL FOR DIAGNOSIS OF THYROID LESIONS THROUGH FINE NEEDLE ASPIRATES USING MACHINE LEARNING ALGORITHMS (ARTIFICAL INTELLIGENCE)