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2020 – today
- 2024
[j61]Ming Ping Yong, Yan Chai Hum
, Khin Wee Lai, Ying Loong Lee, Choon-Hian Goh, Wun-She Yap, Yee-Kai Tee:
Histopathological Cancer Detection Using Intra-Domain Transfer Learning and Ensemble Learning. IEEE Access 12: 1434-1457 (2024)- [j60]Yun Xin Teoh, Alice Othmani, Siew-Li Goh, Juliana Usman, Khin Wee Lai:
Deciphering Knee Osteoarthritis Diagnostic Features With Explainable Artificial Intelligence: A Systematic Review. IEEE Access 12: 109080-109108 (2024) - [j59]Pauline Shan Qing Yeoh, Li Bing, Siew-Li Goh, Khairunnisa Hasikin, Xiang Wu, Yan Chai Hum, Yee-Kai Tee, Khin Wee Lai:
An Efficient Neural Network for Segmenting Multiple Joint Tissues From Knee MRI With Hyperparameter Optimization: Data From the Osteoarthritis Initiative. IEEE Access 12: 123757-123770 (2024) - [j58]Jun Chen Ng, Pauline Shan Qing Yeoh, Li Bing, Xiang Wu, Khairunnisa Hasikin, Khin Wee Lai:
A Privacy-Preserving Approach Using Deep Learning Models for Diabetic Retinopathy Diagnosis. IEEE Access 12: 145159-145173 (2024) - [j57]Xin Yu Teh, Pauline Shan Qing Yeoh, Tao Wang, Xiang Wu, Khairunnisa Hasikin, Khin Wee Lai:
Knee Osteoarthritis Diagnosis With Unimodal and Multi-Modal Neural Networks: Data From the Osteoarthritis Initiative. IEEE Access 12: 146698-146717 (2024) - [j56]Zhen Zhao, Joon Huang Chuah, Chee-Onn Chow, Kaijian Xia, Yee-Kai Tee, Yan Chai Hum, Khin Wee Lai:
Machine learning approaches in comparative studies for Alzheimer's diagnosis using 2D MRI slices. Turkish J. Electr. Eng. Comput. Sci. 32(1): 93-107 (2024) - [j55]Wingates Voon, Yan Chai Hum, Yee-Kai Tee, Wun-She Yap, Khin Wee Lai, Humaira Nisar, Hamam Mokayed:
IMAML-IDCG: Optimization-based meta-learning with ImageNet feature reusing for few-shot invasive ductal carcinoma grading. Expert Syst. Appl. 257: 124969 (2024) - [j54]Wong Yoke Kim, Yan Chai Hum, Yee-Kai Tee, Wun-She Yap, Hamam Mokayed, Khin Wee Lai:
A modified single image dehazing method for autonomous driving vision system. Multim. Tools Appl. 83(9): 25867-25899 (2024) - [j53]Xiujian Hu, Yicheng Xie, Hui Zhao, Guanglei Sheng, Khin Wee Lai, Yuanpeng Zhang:
Electroencephalography (EEG) based epilepsy diagnosis via multiple feature space fusion using shared hidden space-driven multi-view learning. PeerJ Comput. Sci. 10: e1874 (2024) - [j52]Nur Haninie Abd Wahab, Khairunnisa Hasikin, Khin Wee Lai, Kaijian Xia, Lulu Bei, Kai Huang, Xiang Wu:
Systematic review of predictive maintenance and digital twin technologies challenges, opportunities, and best practices. PeerJ Comput. Sci. 10: e1943 (2024) - [j51]Jing Ru Teoh, Khairunnisa Hasikin, Khin Wee Lai, Xiang Wu, Chong Li:
Enhancing early breast cancer diagnosis through automated microcalcification detection using an optimized ensemble deep learning framework. PeerJ Comput. Sci. 10: e2082 (2024) - [j50]Shuang Yee Chin, Jian Dong, Khairunnisa Hasikin, Romano Ngui, Khin Wee Lai, Pauline Shan Qing Yeoh, Xiang Wu:
Bacterial image analysis using multi-task deep learning approaches for clinical microscopy. PeerJ Comput. Sci. 10: e2180 (2024) - [j49]Jing Ru Teoh, Jian Dong, Xiaowei Zuo, Khin Wee Lai, Khairunnisa Hasikin, Xiang Wu:
Advancing healthcare through multimodal data fusion: a comprehensive review of techniques and applications. PeerJ Comput. Sci. 10: e2298 (2024) - [j48]R. Monika, Samiappan Dhanalakshmi, R. Kumar, R. Narayanamoorthi, Khin Wee Lai:
An efficient adaptive compressive sensing technique for underwater image compression in IoUT. Wirel. Networks 30(5): 4221-4235 (2024) - [i2]Yun Xin Teoh, Alice Othmani, Siew-Li Goh, Juliana Usman, Khin Wee Lai:
Segmentation of Knee Bones for Osteoarthritis Assessment: A Comparative Analysis of Supervised, Few-Shot, and Zero-Shot Learning Approaches. CoRR abs/2403.08761 (2024) - 2023
- [j47]Yu Hong Haw, Yan Chai Hum, Joon Huang Chuah, Wingates Voon, Siti Khairunniza-Bejo, Nur Azuan Husin, Lip Yee Por, Khin Wee Lai:
Detection of Basal Stem Rot Disease Using Deep Learning. IEEE Access 11: 49846-49862 (2023) - [j46]Pauline Shan Qing Yeoh, Siew-Li Goh, Khairunnisa Hasikin, Xiang Wu, Khin Wee Lai:
3D Efficient Multi-Task Neural Network for Knee Osteoarthritis Diagnosis Using MRI Scans: Data From the Osteoarthritis Initiative. IEEE Access 11: 135323-135333 (2023) - [j45]Yun Xin Teoh, Alice Othmani, Khin Wee Lai, Siew-Li Goh, Juliana Usman:
Stratifying knee osteoarthritis features through multitask deep hybrid learning: Data from the osteoarthritis initiative. Comput. Methods Programs Biomed. 242: 107807 (2023) - [j44]S. Hannah Pauline, Samiappan Dhanalakshmi, R. Kumar, R. Narayanamoorthi, Khin Wee Lai:
Multistage Switched Adaptive Filtering Approach for Denoising Speech Signals of Parkinson's Disease-affected Patients. Circuits Syst. Signal Process. 42(4): 2259-2282 (2023) - [j43]Khairunnisa Hasikin, Khin Wee Lai, Suresh Chandra Satapathy, Kadir Sabanci, Muhammet Fatih Aslan:
Editorial: Emerging applications of text analytics and natural language processing in healthcare. Frontiers Digit. Health 5 (2023) - [j42]Zhen Zhao, Joon Huang Chuah, Khin Wee Lai, Chee-Onn Chow, Munkhjargal Gochoo, Samiappan Dhanalakshmi, Na Wang, Wei Bao, Xiang Wu:
Conventional machine learning and deep learning in Alzheimer's disease diagnosis using neuroimaging: A review. Frontiers Comput. Neurosci. 17 (2023) - [j41]Mahima Thakur, Samiappan Dhanalakshmi, Harisudha Kuresan, Ramalingam Senthil, R. Narayanamoorthi, Khin Wee Lai:
Automated restricted Boltzmann machine classifier for early diagnosis of Parkinson's disease using digitized spiral drawings. J. Ambient Intell. Humaniz. Comput. 14(1): 175-189 (2023) - [j40]Noraida Abd Manaf, Asnida Abd Wahab, Hala Abdulkareem Rasheed, Maizatul Nadwa Che Aziz, Maheza Irna Mohamad Salim, Mariaulpa Sahalan, Yan Chai Hum, Khin Wee Lai:
Investigation of single beam ultrasound sensitivity as a monitoring tool for local hyperthermia treatment in breast cancer. Multim. Tools Appl. 82(4): 5011-5030 (2023) - [j39]Wan Shi Low, Kheng Yee Goh, Sim Kuan Goh, Chen-Hua Yeow, Khin Wee Lai, Siew-Li Goh, Joon Huang Chuah, Chow Khuen Chan:
Lower extremity kinematics walking speed classification using long short-term memory neural frameworks. Multim. Tools Appl. 82(7): 9745-9760 (2023) - [j38]Noorul Husna Abd Rahman, Muhammad Hazim Mohamad Zaki, Khairunnisa Hasikin, Nasrul Anuar Abd Razak, Ayman Khaleel Ibrahim, Khin Wee Lai:
Predicting medical device failure: a promise to reduce healthcare facilities cost through smart healthcare management. PeerJ Comput. Sci. 9: e1279 (2023) - [j37]En Xin Neo, Khairunnisa Hasikin, Khin Wee Lai, Mohd Istajib Mokhtar, Muhammad Mokhzaini Azizan, Hanee Farzana Hizaddin, Sarah Abdul Razak, Yanto:
Artificial intelligence-assisted air quality monitoring for smart city management. PeerJ Comput. Sci. 9: e1306 (2023) - [j36]Yu Hong Haw, Khin Wee Lai, Joon Huang Chuah, Siti Khairunniza-Bejo, Nur Azuan Husin, Yan Chai Hum, Lip Yee Por, Clarence Augustine Th Tee, Xin Ye, Xiang Wu:
Classification of basal stem rot using deep learning: a review of digital data collection and palm disease classification methods. PeerJ Comput. Sci. 9: e1325 (2023) - [j35]Yuanpeng Zhang, Kaijian Xia, Yizhang Jiang, Pengjiang Qian, Weiwei Cai, Chengyu Qiu, Khin Wee Lai, Dongrui Wu:
Multi-Modality Fusion & Inductive Knowledge Transfer Underlying Non-Sparse Multi-Kernel Learning and Distribution Adaption. IEEE ACM Trans. Comput. Biol. Bioinform. 20(4): 2387-2397 (2023) - [j34]Yi Gu, Kaijian Xia, Khin Wee Lai, Yizhang Jiang, Pengjiang Qian, Xiaoqing Gu:
Transferable Takagi-Sugeno-Kang Fuzzy Classifier With Multi-Views for EEG-Based Driving Fatigue Recognition in Intelligent Transportation. IEEE Trans. Intell. Transp. Syst. 24(12): 15807-15817 (2023) - [c7]Khin Wee Lai, Pauline Shan Qing Yeoh, Siew-Li Goh, Khairunnisa Hasikin, Xiang Wu:
Knee Osteoarthritis Diagnostic System Based on 3D Multi-task Convolutional Neural Network: Data from the Osteoarthritis Initiative. ACPR (3) 2023: 41-51 - [c6]Yun Xin Teoh, Alice Othmani, Siew-Li Goh, Juliana Usman, Khin Wee Lai:
Predicting Knee Osteoarthritis Pain Severity through A Deep Hybrid Learning Model: Data from the Osteoarthritis Initiative. BIBM 2023: 4148-4153 - [c5]Munkhjargal Gochoo, Ganzorig Batnasan, Ahmed Abdelhadi Ahmed, Munkh-Erdene Otgonbold, Fady Alnajjar, Timothy K. Shih, Tan-Hsu Tan, Khin Wee Lai:
Fine-Tuning Vision Transformer for Arabic Sign Language Video Recognition on Augmented Small-Scale Dataset. SMC 2023: 2880-2885 - [i1]Yun Xin Teoh, Alice Othmani, Siew-Li Goh, Juliana Usman, Khin Wee Lai:
Deciphering knee osteoarthritis diagnostic features with explainable artificial intelligence: A systematic review. CoRR abs/2308.09380 (2023) - 2022
- [j33]Ayman Al-Ani, Ahmed K. Al-Ani, Sham-ul-Arfeen Laghari, Selvakumar Manickam, Khin Wee Lai, Khairunnisa Hasikin:
NDPsec: Neighbor Discovery Protocol Security Mechanism. IEEE Access 10: 83650-83663 (2022) - [j32]Ayan Paul, Juliana Usman, Mohd Yazed Ahmad, Hamidreza Mohafez, Maryam Hadizadeh, Zhi Chao Ong, Khairunnisa Hasikin, Khin Wee Lai:
Correction to: Health efficacy of electrically operated automated massage on muscle properties, peripheral circulation, and physio-psychological variables: a narrative review. EURASIP J. Adv. Signal Process. 2022(1): 122 (2022) - [j31]Wan Shi Low, Chow Khuen Chan, Joon Huang Chuah, Yee-Kai Tee, Yan Chai Hum, Maheza Irna Mohamad Salim, Khin Wee Lai:
A Review of Machine Learning Network in Human Motion Biomechanics. J. Grid Comput. 20(1): 4 (2022) - [j30]Jaba Deva Krupa Abel, Samiappan Dhanalakshmi, Khin Wee Lai, Yongqi Tan, Xiang Wu:
An IoMT enabled deep learning framework for automatic detection of fetal QRS: A solution to remote prenatal care. J. King Saud Univ. Comput. Inf. Sci. 34(9): 7200-7211 (2022) - [j29]Amir Faisal, Azira Khalil, Yan Chai Hum, Khin Wee Lai:
X-ray carpal bone segmentation and area measurement. Multim. Tools Appl. 81(26): 37321-37332 (2022) - [j28]K. A. Saneera Hemantha Kulathilake, Nor Aniza Abdullah, Aznul Qalid Md Sabri, A. M. R. Ravimal Bandara, Khin Wee Lai:
A review on self-adaptation approaches and techniques in medical image denoising algorithms. Multim. Tools Appl. 81(26): 37591-37626 (2022) - [j27]Ching Wai Yong, Kareen Teo, Belinda Pingguan-Murphy, Yan Chai Hum, Yee-Kai Tee, Kaijian Xia, Khin Wee Lai:
Knee osteoarthritis severity classification with ordinal regression module. Multim. Tools Appl. 81(29): 41497-41509 (2022) - [j26]Yan Chai Hum, Hou Ren Tan, Yee-Kai Tee, Wun-She Yap, Tian Swee Tan, Maheza Irna Mohamad Salim, Khin Wee Lai:
The development of skin lesion detection application in smart handheld devices using deep neural networks. Multim. Tools Appl. 81(29): 41579-41610 (2022) - [j25]Hanim Saim, Siti N. M. Yassin, Maheza Irna Mohamad Salim, Khairunadwa Jemon, Rania H. AlAshwal, Asnida Abd Wahab, Mariaulpa Sahalan, Yan Chai Hum, Khin Wee Lai:
Antitumor effect of infrared whole-body hyperthermia with curcumin in breast Cancer. Multim. Tools Appl. 81(29): 41851-41868 (2022) - [j24]Ying Hui Tan, Li Sze Chow, Joon Huang Chuah, Khin Wee Lai:
Diagnosis of optic neuritis using magnetic resonance images. Multim. Tools Appl. 81(29): 41979-41993 (2022) - [j23]Yan Chai Hum, Yee-Kai Tee, Wun-She Yap, Hamam Mokayed, Tian Swee Tan, Maheza Irna Mohamad Salim, Khin Wee Lai:
A contrast enhancement framework under uncontrolled environments based on just noticeable difference. Signal Process. Image Commun. 103: 116657 (2022) - [c4]Jia Chun Koo, Yan Chai Hum, Khin Wee Lai, Wun-She Yap, Swaminathan Manickam, Yee-Kai Tee:
Deep Machine Learning Histopathological Image Analysis for Renal Cancer Detection. ICCAI 2022: 657-663 - 2021
- [j22]Clarence Augustine Th Tee, Yun Xin Teoh, Lip Yee Por, Boon Chin Tan, Khin Wee Lai:
Discovering the Ganoderma Boninense Detection Methods Using Machine Learning: A Review of Manual, Laboratory, and Remote Approaches. IEEE Access 9: 105776-105787 (2021) - [j21]Pauline Shan Qing Yeoh, Khin Wee Lai, Siew-Li Goh, Khairunnisa Hasikin, Yan Chai Hum, Yee-Kai Tee, Samiappan Dhanalakshmi:
Emergence of Deep Learning in Knee Osteoarthritis Diagnosis. Comput. Intell. Neurosci. 2021: 4931437:1-4931437:20 (2021) - [j20]Woan Ching Serena Low, Joon Huang Chuah, Clarence Augustine Th Tee, Shazia Anis, Muhammad Ali Shoaib, Amir Faisal, Azira Khalil, Khin Wee Lai:
An Overview of Deep Learning Techniques on Chest X-Ray and CT Scan Identification of COVID-19. Comput. Math. Methods Medicine 2021: 5528144:1-5528144:17 (2021) - [j19]Shazia Anis, Tan Zi Xuan, Joon Huang Chuah, Juliana Usman, Pengjiang Qian, Khin Wee Lai:
A comparative study of multiple neural network for detection of COVID-19 on chest X-ray. EURASIP J. Adv. Signal Process. 2021(1): 50 (2021) - [j18]Ayan Paul, Juliana Usman, Mohd Yazed Ahmad, Hamidreza Mohafez, Maryam Hadizadeh, Zhi Chao Ong, Khairunnisa Hasikin, Khin Wee Lai:
Health efficacy of electrically operated automated massage on muscle properties, peripheral circulation, and physio-psychological variables: a narrative review. EURASIP J. Adv. Signal Process. 2021(1): 80 (2021) - [j17]Kareen Teo, Ching Wai Yong, Joon Huang Chuah, Belinda Pingguan-Murphy, Khin Wee Lai:
Early Detection of Readmission Risk for Decision Support Based on Clinical Notes. J. Medical Imaging Health Informatics 11(2): 529-534 (2021) - [j16]Ayan Paul, Khin Wee Lai, Juliana Usman, Mohd Yazed Ahmad, Hamidreza Mohafez, Maryam Hadizadeh, Zhi Chao Ong:
Investigating the Effects of Ogawa Master Drive AI Automated Massage on Blood Circulation and Sleep Quality. J. Medical Imaging Health Informatics 11(5): 1357-1363 (2021) - [j15]Ching Wai Yong, Kareen Teo, Belinda Pingguan-Murphy, Yan Chai Hum, Khin Wee Lai:
CORSegNet: Deep Neural Network for Core Object Segmentation on Medical Images. J. Medical Imaging Health Informatics 11(5): 1364-1371 (2021) - 2020
- [j14]Shazia Anis, Khin Wee Lai, Joon Huang Chuah, Shoaib Mohammad Ali, Hamidreza Mohafez, Maryam Hadizadeh, Yan Ding, Zhi Chao Ong:
An Overview of Deep Learning Approaches in Chest Radiograph. IEEE Access 8: 182347-182354 (2020) - [j13]Kareen Teo, Ching Wai Yong, Joon Huang Chuah, Belinda Pingguan-Murphy, Khin Wee Lai:
Discovering the Predictive Value of Clinical Notes: Machine Learning Analysis with Text Representation. J. Medical Imaging Health Informatics 10(12): 2869-2875 (2020) - [c3]Kareen Teo, Khin Wee Lai, Ching Wai Yong, Belinda Pingguan-Murphy, Joon Huang Chuah, Clarence Augustine Th Tee:
Prediction of Hospital Readmission Combining Rule-based and Machine Learning Model. ICS 2020: 352-355
2010 – 2019
- 2019
- [j12]Nur Hidayah Mohd Yusof, Nur Azah Hamzaid, Farahiyah Jasni, Khin Wee Lai:
In-socket sensory system with an adaptive neuro-based fuzzy inference system for active transfemoral prosthetic legs. J. Electronic Imaging 28(2): 021002 (2019) - [j11]Muhammad Hanif Ahmad Nizar, Azira Khalil, Chow Khuen Chan, Nugraha Priya Utama, Khin Wee Lai:
Pilot Study on Machine Learning for Aortic Valve Detection in Echocardiography Images. J. Medical Imaging Health Informatics 9(1): 9-14 (2019) - [j10]Noorsyazwani Binti Zulkifli, Fatanah M. Suhaimi, Siew-Cheok Ng, Khin Wee Lai:
Ablation of Dental Glass Ionomer Cement Using Neodymium-Doped Yttrium Aluminium Garnet Laser. J. Medical Imaging Health Informatics 9(9): 1787-1795 (2019) - 2018
- [j9]Amir Faisal, Siew-Cheok Ng, Siew-Li Goh, Khin Wee Lai:
Knee cartilage segmentation and thickness computation from ultrasound images. Medical Biol. Eng. Comput. 56(4): 657-669 (2018) - 2017
- [j8]Azira Khalil, Amir Faisal, Khin Wee Lai, Siew-Cheok Ng, Yih Miin Liew:
2D to 3D fusion of echocardiography and cardiac CT for TAVR and TAVI image guidance. Medical Biol. Eng. Comput. 55(8): 1317-1326 (2017) - 2016
- [j7]Yan Chai Hum, Kim Meng Liang, Hamam Mohamed, Hock Woon Hon, Khin Wee Lai:
Elimination of character-resembling anomalies within a detected region using density-dependent reference point construction in an automated license plate recognition system. J. Electronic Imaging 25(6): 61614 (2016) - [j6]Noraida Abd Manaf, Maizatul Nadwa Che Aziz, Dzulfadhli Saffuan Ridzuan, Maheza Irna Mohamad Salim, Asnida Abd Wahab, Khin Wee Lai, Yan Chai Hum:
Feasibility of A-mode ultrasound attenuation as a monitoring method of local hyperthermia treatment. Medical Biol. Eng. Comput. 54(6): 967-981 (2016) - [j5]Asnida Abd Wahab, Maheza Irna Mohamad Salim, Mohamad Asmidzam Ahamat, Noraida Abd Manaf, Jasmy Yunus, Khin Wee Lai:
Thermal distribution analysis of three-dimensional tumor-embedded breast models with different breast density compositions. Medical Biol. Eng. Comput. 54(9): 1363-1373 (2016) - [c2]Azira Khalil, Yih Miin Liew, Siew-Cheok Ng, Khin Wee Lai, Yan Chai Hum:
Echocardiography to cardiac CT image registration: Spatial and temporal registration of the 2D planar echocardiography images with cardiac CT volume. HealthCom 2016: 1-5 - 2015
- [j4]Lai Chin Yung, Cheong Choke Fei, Jit Singh Mandeep, Nowshad Amin, Khin Wee Lai:
Bulk substrate porosity verification by applying Monte Carlo modeling and Castaing's formula using energy-dispersive x-rays. J. Electronic Imaging 24(6): 061105 (2015) - [j3]Amir Faisal, Siew-Cheok Ng, Siew-Li Goh, John George, Eko Supriyanto, Khin Wee Lai:
Multiple LREK Active Contours for Knee Meniscus Ultrasound Image Segmentation. IEEE Trans. Medical Imaging 34(10): 2162-2171 (2015) - 2014
- [j2]Mohammad Belayet Hossain, Khin Wee Lai, Belinda Pingguan-Murphy, Yan Chai Hum, Maheza Irna Mohamad Salim, Yih Miin Liew:
Contrast enhancement of ultrasound imaging of the knee joint cartilage for early detection of knee osteoarthritis. Biomed. Signal Process. Control. 13: 157-167 (2014) - [j1]Yan Chai Hum, Khin Wee Lai, Maheza Irna Mohamad Salim:
Multiobjectives bihistogram equalization for image contrast enhancement. Complex. 20(2): 22-36 (2014) - 2011
- [c1]Eng Gee Lim, Zhao Wang, Tammam Tillo, Tuck Seng Wong, Ka Lok Man, Khin Wee Lai:
A novel radio propagation and radiation model of the wireless capsule endoscopy in human gastro-intestine (GI) tract. ISOCC 2011: 310-312
Coauthor Index
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