Fuzzy enhancement for nonuniform illumination of microscopic Sprague Dawley rat sperm image. - Khairunnisa Hasikin; Nor Ashidi Mat Isa (MeMeA, 2012)

Enhancement of the Low Contrast Image Using Fuzzy Set Theory. - Khairunnisa Hasikin; Nor Ashidi Mat Isa (UKSim, 2012)

Fuzzy image enhancement for low contrast and non-uniform illumination images. - Khairunnisa Hasikin; Nor Ashidi Mat Isa (ICSIPA, 2013)

Automated two-dimensional K-means clustering algorithm for unsupervised image segmentation. - Intan Aidha Yusoff; Nor Ashidi Mat Isa; Khairunnisa Hasikin (Comput. Electr. Eng., 2013)

Adaptive fuzzy contrast factor enhancement technique for low contrast and nonuniform illumination images. - Khairunnisa Hasikin; Nor Ashidi Mat Isa (Signal Image Video Process., 2014)

Adaptive fuzzy intensity measure enhancement technique for non-uniform illumination and low-contrast images. - Khairunnisa Hasikin; Nor Ashidi Mat Isa (Signal Image Video Process., 2015)

Adaptive Fuzzy Exposure Local Contrast Enhancement. - Abdullah Amer Mohammed Salih; Khairunnisa Hasikin; Nor Ashidi Mat Isa (IEEE Access, 2018)

Local descriptor for retinal fundus image registration. - Roziana Ramli; Mohd Yamani Idna Bin Idris; Khairunnisa Hasikin; Noor Khairiah A. Karim; Ainuddin Wahid Abdul Wahab; Ismail Ahmedy; Fatimah Ahmedy; Hamzah Arof (IET Comput. Vis., 2020)

Water, Soil and Air Pollutants' Interaction on Mangrove Ecosystem and Corresponding Artificial Intelligence Techniques Used in Decision Support Systems - A Review. - Wen Yee Wong; Ayman Khallel Ibrahim Al-Ani; Khairunnisa Hasikin; Anis Salwa Mohd Khairuddin; Sarah Abdul Razak; Hanee Farzana Hizaddin; Mohd Istajib Mokhtar; Muhammad Mokhzaini Azizan (IEEE Access, 2021)

Emergence of Deep Learning in Knee Osteoarthritis Diagnosis. - Pauline Shan Qing Yeoh; Khin Wee Lai; Siew-Li Goh; Khairunnisa Hasikin; Yan Chai Hum; Yee-Kai Tee; Samiappan Dhanalakshmi (Comput. Intell. Neurosci., 2021)

Health efficacy of electrically operated automated massage on muscle properties, peripheral circulation, and physio-psychological variables: a narrative review. - Ayan Paul; Juliana Usman; Mohd Yazed Ahmad; Hamidreza Mohafez; Maryam Hadizadeh; Zhi Chao Ong; Khairunnisa Hasikin; Khin Wee Lai (EURASIP J. Adv. Signal Process., 2021)

Optimization of Local Contrast Factor with Adaptive Brightness Improvement: Impact on Mammogram Image Analysis. - Nurshafira Hazim Chan; Khairunnisa Hasikin; Nahrizul Adib Kadri; Muhammad Mokhzaini Azizan; Muzammil B. Jusoh (J. Medical Imaging Health Informatics, 2021)

Role of Artificial Intelligence in COVID-19 Detection. - Anjan Gudigar; U. Raghavendra; Sneha Nayak; Ooi Chui Ping; Wai-Yee Chan; Mokshagna Rohit Gangavarapu; Chinmay Dharmik; Jyothi Samanth; Nahrizul Adib Kadri; Khairunnisa Hasikin; Prabal Datta Barua; Subrata Chakraborty; et al. (Sensors, 2021)

Object Detection and Movement Tracking Using Tubelets and Faster RCNN Algorithm with Anchor Generation. - Prabu Mohandas; Jerline Sheebha Anni; Rajkumar Thanasekaran; Khairunnisa Hasikin; Muhammad Mokhzaini Azizan (Wirel. Commun. Mob. Comput., 2021)

NDPsec: Neighbor Discovery Protocol Security Mechanism. - Ayman Al-Ani; Ahmed K. Al-Ani; Shams-ul-Arfeen Laghari; Selvakumar Manickam; Khin Wee Lai; Khairunnisa Hasikin (IEEE Access, 2022)

Correction to: Health efficacy of electrically operated automated massage on muscle properties, peripheral circulation, and physio-psychological variables: a narrative review. - Ayan Paul; Juliana Usman; Mohd Yazed Ahmad; Hamidreza Mohafez; Maryam Hadizadeh; Zhi Chao Ong; Khairunnisa Hasikin; Khin Wee Lai (EURASIP J. Adv. Signal Process., 2022)

Knee Osteoarthritis Diagnostic System Based on 3D Multi-task Convolutional Neural Network: Data from the Osteoarthritis Initiative. - Khin Wee Lai; Pauline Shan Qing Yeoh; Siew-Li Goh; Khairunnisa Hasikin; Xiang Wu (ACPR (3), 2023)

Harnessing the Multimodal Data Integration and Deep Learning for Occupational Injury Severity Prediction. - Mohamed Zul Fadhli Khairuddin; Khairunnisa Hasikin; Nasrul Anuar Abd Razak; Siti Afifah Mohshim; Siti Salwa Ibrahim (IEEE Access, 2023)

Medical Device Failure Predictions Through AI-Driven Analysis of Multimodal Maintenance Records. - Noorul Husna Abd Rahman; Khairunnisa Hasikin; Nasrul Anuar Abd Razak; Ayman Khallel Ibrahim Al-Ani; Jerline Sheebha Anni; Prabu Mohandas (IEEE Access, 2023)

3D Efficient Multi-Task Neural Network for Knee Osteoarthritis Diagnosis Using MRI Scans: Data From the Osteoarthritis Initiative. - Pauline Shan Qing Yeoh; Siew-Li Goh; Khairunnisa Hasikin; Xiang Wu; Khin Wee Lai (IEEE Access, 2023)

Integrated failure analysis using machine learning predictive system for smart management of medical equipment maintenance. - Aizat Hilmi Zamzam; Khairunnisa Hasikin; Ahmad Khairi Abdul Wahab (Eng. Appl. Artif. Intell., 2023)

Artificial intelligence-assisted air quality monitoring for smart city management. - En Xin Neo; Khairunnisa Hasikin; Khin Wee Lai; Mohd Istajib Mokhtar; Muhammad Mokhzaini Azizan; Hanee Farzana Hizaddin; Sarah Abdul Razak; Yanto (PeerJ Comput. Sci., 2023)

Predicting medical device failure: a promise to reduce healthcare facilities cost through smart healthcare management. - Noorul Husna Abd Rahman; Muhammad Hazim Mohamad Zaki; Khairunnisa Hasikin; Nasrul Anuar Abd Razak; Ayman Khaleel Ibrahim; Khin Wee Lai (PeerJ Comput. Sci., 2023)

Editorial: Emerging applications of text analytics and natural language processing in healthcare. - Khairunnisa Hasikin; Khin Wee Lai; Suresh Chandra Satapathy; Kadir Sabanci; Muhammet Fatih Aslan (Frontiers Digit. Health, 2023)

A Privacy-Preserving Approach Using Deep Learning Models for Diabetic Retinopathy Diagnosis. - Jun Chen Ng; Pauline Shan Qing Yeoh; Li Bing; Xiang Wu; Khairunnisa Hasikin; Khin Wee Lai (IEEE Access, 2024)

Automated Identification of Malaria-Infected Cells and Classification of Human Malaria Parasites Using a Two-Stage Deep Learning Technique. - Dhevisha Sukumarran; Ee Sam Loh; Anis Salwa Mohd Khairuddin; Romano Ngui; Wan Yusoff Wan Sulaiman; Indra Vythilingam; Paul C. S. Divis; Khairunnisa Hasikin (IEEE Access, 2024)

Knee Osteoarthritis Diagnosis With Unimodal and Multi-Modal Neural Networks: Data From the Osteoarthritis Initiative. - Xin Yu Teh; Pauline Shan Qing Yeoh; Tao Wang 117; Xiang Wu; Khairunnisa Hasikin; Khin Wee Lai (IEEE Access, 2024)

An Efficient Neural Network for Segmenting Multiple Joint Tissues From Knee MRI With Hyperparameter Optimization: Data From the Osteoarthritis Initiative. - Pauline Shan Qing Yeoh; Li Bing; Siew-Li Goh; Khairunnisa Hasikin; Xiang Wu; Yan Chai Hum; Yee-Kai Tee; Khin Wee Lai (IEEE Access, 2024)

Machine and deep learning methods in identifying malaria through microscopic blood smear: A systematic review. - Dhevisha Sukumarran; Khairunnisa Hasikin; Anis Salwa Mohd Khairuddin; Romano Ngui; Wan Yusoff Wan Sulaiman; Indra Vythilingam; Paul C. S. Divis (Eng. Appl. Artif. Intell., 2024)

Bacterial image analysis using multi-task deep learning approaches for clinical microscopy. - Shuang Yee Chin; Jian Dong; Khairunnisa Hasikin; Romano Ngui; Khin Wee Lai; Pauline Shan Qing Yeoh; Xiang Wu (PeerJ Comput. Sci., 2024)

Contextualizing injury severity from occupational accident reports using an optimized deep learning prediction model. - Mohamed Zul Fadhli Khairuddin; Suresh Sankaranarayanan; Khairunnisa Hasikin; Nasrul Anuar Abd Razak; Rosidah Omar (PeerJ Comput. Sci., 2024)

Advancing healthcare through multimodal data fusion: a comprehensive review of techniques and applications. - Jing Ru Teoh; Jian Dong; Xiaowei Zuo; Khin Wee Lai; Khairunnisa Hasikin; Xiang Wu (PeerJ Comput. Sci., 2024)

Enhancing early breast cancer diagnosis through automated microcalcification detection using an optimized ensemble deep learning framework. - Jing Ru Teoh; Khairunnisa Hasikin; Khin Wee Lai; Xiang Wu; Chong Li (PeerJ Comput. Sci., 2024)

Systematic review of predictive maintenance and digital twin technologies challenges, opportunities, and best practices. - Nur Haninie Abd Wahab; Khairunnisa Hasikin; Khin Wee Lai; Kaijian Xia; Lulu Bei; Kai Huang; Xiang Wu (PeerJ Comput. Sci., 2024)

An automatic garbage detection using optimized YOLO model. - Nur Athirah Zailan; Anis Salwa Mohd Khairuddin; Khairunnisa Hasikin; Mohamad Haniff Junos; Uswah Khairuddin (Signal Image Video Process., 2024)

Perceptual Carlini-Wagner Attack: A Robust and Imperceptible Adversarial Attack Using LPIPS. - Liming Fan; Anis Salwa Mohd Khairuddin; Hai Chuan Liu; Khairunnisa Hasikin (IEEE Access, 2025)

Predicting Medical Device Life Expectancy and Estimating Remaining Useful Life Using a Data-Driven Multimodal Framework. - Nur Haninie Abd Wahab; Khairunnisa Hasikin; Khin Wee Lai; Kaijian Xia; Alicia Ying Taing; Ran Zhang 006 (IEEE Access, 2025)

A temporal knowledge graph reasoning model based on recurrent encoding and contrastive learning. - Weitong Liu; Khairunnisa Hasikin; Anis Salwa Mohd Khairuddin; Meizhen Liu; Xuechen Zhao (PeerJ Comput. Sci., 2025)

Novel cross-dimensional coarse-fine-grained complementary network for image-text matching. - Meizhen Liu; Anis Salwa Mohd Khairuddin; Khairunnisa Hasikin; Weitong Liu (PeerJ Comput. Sci., 2025)