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Pauline, S. Hannah and Dhanalakshmi, Samiappan and Kumar, R. and Narayanamoorthi, R. and Lai, Khin Wee (2023) Multistage switched adaptive filtering approach for denoising speech signals of Parkinson's Disease-affected patients. Circuits Systems and Signal Processing, 42 (4). pp. 2259-2282. ISSN 0278-081X, DOI https://doi.org/10.1007/s00034-022-02211-3.
Yeoh, Pauline Shan Qing and Lai, Khin Wee and Goh, Siew Li and Hasikin, Khairunnisa and Wu, Xiang and Li, Pei (2023) Transfer learning-assisted 3D deep learning models for knee osteoarthritis detection: Data from the osteoarthritis initiative. Frontiers in Bioengineering And Biotechnology, 11. ISSN 2296-4185, DOI https://doi.org/10.3389/fbioe.2023.1164655.
Zhao, Zhen and Chuah, Joon Huang and Lai, Khin Wee and Chow, Chee-Onn and Gochoo, Munkhjargal and Dhanalakshmi, Samiappan and Wang, Na and Bao, Wei and Wu, Xiang (2023) Conventional machine learning and deep learning in Alzheimer's disease diagnosis using neuroimaging: A review. Frontiers in Computational Neuroscience, 17. DOI https://doi.org/10.3389/fncom.2023.1038636.
Muthu, P. and Tan, Yongqi and Latha, S. and Dhanalakshmi, Samiappan and Lai, Khin Wee and Wu, Xiang (2023) Discernment on assistive technology for the care and support requirements of older adults and differently-abled individuals. Frontiers in Public Health, 10. ISSN 2296-2565, DOI https://doi.org/10.3389/fpubh.2022.1030656.
Arumugam, Ramya and Kumar, Ramamoorthy and Dhanalakshmi, Samiappan and Lai, Khin Wee and Jiao, Lei and Wu, Xiang (2023) Novel apodized fiber bragg grating applied for medical sensors: Performance investigation. CMES-Computer Modeling in Engineering & Sciences, 135 (1). pp. 301-323. ISSN 1526-1492, DOI https://doi.org/10.32604/cmes.2022.022144.
Voon, Wingates and Hum, Yan Chai and Tee, Yee Kai and Yap, Wun-She and Salim, Maheza Irna Mohamad and Tan, Tian Swee and Mokayed, Hamam and Lai, Khin Wee (2022) Performance analysis of seven Convolutional Neural Networks (CNNs) with transfer learning for Invasive Ductal Carcinoma (IDC) grading in breast histopathological images. Scientific Reports, 12 (1). ISSN 2045-2322, DOI https://doi.org/10.1038/s41598-022-21848-3.
Khairuddin, Mohamed Zul Fadhli and Hui, Puat Lu and Hasikin, Khairunnisa and Abd Razak, Nasrul Anuar and Lai, Khin Wee and Saudi, Ahmad Shakir Mohd and Ibrahim, Siti Salwa (2022) Occupational injury risk mitigation: Machine learning approach and feature optimization for smart workplace surveillance. International Journal of Environmental Research and Public Health, 19 (21). ISSN 1660-4601, DOI https://doi.org/10.3390/ijerph192113962.
Faisal, Amir and Khalil, Azira and Chai, Hum Yan and Lai, Khin Wee (2022) X-ray carpal bone segmentation and area measurement. Multimedia Tools and Applications, 81 (26). pp. 37321-37332. ISSN 1380-7501, DOI https://doi.org/10.1007/s11042-021-11281-5.
Li, Chong and Yang, Mingzhao and Zhang, Yongting and Lai, Khin Wee (2022) An intelligent mental health identification method for college students: A mixed-method study. International Journal of Environmental Research and Public Health, 19 (22). ISSN 1660-4601, DOI https://doi.org/10.3390/ijerph192214976.
Kulathilake, K. A. Saneera Hemantha and Abdullah, Nor Aniza and Sabri, Aznul Qalid Md and Bandara, A. M. R. Ravimal and Lai, Khin Wee (2022) A review on self-adaptation approaches and techniques in medical image denoising algorithms. Multimedia Tools and Applications, 81 (26). pp. 37591-37626. ISSN 1380-7501, DOI https://doi.org/10.1007/s11042-022-13511-w.
Ohara, Hiroya and Shimizu, Hironori and Kasamatsu, Takehito and Kajita, Akihiro and Uno, Kenji and Lai, Khin Wee and Vellingiri, Balachandar and Sugie, Kazuma and Kinoshita, Masako (2022) Cytotoxic lesions of the corpus callosum after COVID-19 vaccination. Neuroradiology, 64 (10). pp. 2085-2089. ISSN 0028-3940, DOI https://doi.org/10.1007/s00234-022-03010-y.
Krupa, Abel Jaba Deva and Dhanalakshmi, Samiappan and Lai, Khin Wee and Tan, Yongqi and Wu, Xiang (2022) An IoMT enabled deep learning framework for automatic detection of fetal QRS: A solution to remote prenatal care. Journal of King Saud University - Computer and Information Sciences, 34 (9). pp. 7200-7211. ISSN 1319-1578, DOI https://doi.org/10.1016/j.jksuci.2022.07.002.
Khairuddin, Mohamed Zul Fadhli and Hasikin, Khairunnisa and Abd Razak, Nasrul Anuar and Lai, Khin Wee and Osman, Mohd Zamri and Aslan, Muhammet Fatih and Sabanci, Kadir and Azizan, Muhammad Mokhzaini and Satapathy, Suresh Chandra and Wu, Xiang (2022) Predicting occupational injury causal factors using text-based analytics: A systematic review. Frontiers in Public Health, 10. ISSN 2296-2565, DOI https://doi.org/10.3389/fpubh.2022.984099.
Thakur, Mahima and Kuresan, Harisudha and Dhanalakshmi, Samiappan and Lai, Khin Wee and Wu, Xiang (2022) Soft attention based DenseNet model for Parkinson's disease classification using SPECT images. Frontiers in Aging Neuroscience, 14. ISSN 1663-4365, DOI https://doi.org/10.3389/fnagi.2022.908143.
Lim, Bing Yan and Lai, Khin Wee and Hasikin, Khairunnisa and Kulathilake, K. A. Saneera Hemantha and Ong, Zhi Chao and Hum, Yan Chai and Dhanalakshmi, Samiappan and Wu, Xiang and Zuo, Xiaowei (2022) Deep learning model for prediction of progressive mild cognitive impairment to Alzheimer's disease using structural MRI. Frontiers in Aging Neuroscience, 14. ISSN 1663-4365, DOI https://doi.org/10.3389/fnagi.2022.876202.
Latha, S. and Muthu, P. and Dhanalakshmi, Samiappan and Kumar, R. and Lai, Khin Wee and Wu, Xiang (2022) Emerging feature extraction techniques for machine learning-based classification of carotid artery ultrasound images. Computational Intelligence and Neuroscience, 2022. ISSN 1687-5265, DOI https://doi.org/10.1155/2022/1847981.
Jamaludin, Mohd Redzuan and Lai, Khin Wee and Chuah, Joon Huang and Zaki, Muhammad Afiq and Hasikin, Khairunnisa and Abd Razak, Nasrul Anuar and Dhanalakshmi, Samiappan and Saw, Lim Beng and Wu, Xiang (2022) Machine learning application of transcranial motor-evoked potential to predict positive functional outcomes of patients. Computational Intelligence and Neuroscience, 2022. ISSN 1687-5265, DOI https://doi.org/10.1155/2022/2801663.
Loo, Wei Kit and Hasikin, Khairunnisa and Suhaimi, Anwar and Por, Lip Yee and Teo, Kareen and Xia, Kaijian and Qian, Pengjiang and Jiang, Yizhang and Zhang, Yuanpeng and Dhanalakshmi, Samiappan and Azizan, Muhammad Mokhzaini and Lai, Khin Wee (2022) Systematic review on COVID-19 readmission and risk factors: future of machine learning in COVID-19 readmission studies. Frontiers In Public Health, 10. ISSN 2296-2565, DOI https://doi.org/10.3389/fpubh.2022.898254.
Neo, En Xin and Hasikin, Khairunnisa and Mokhtar, Mohd Istajib and Lai, Khin Wee and Azizan, Muhammad Mokhzaini and Razak, Sarah Abdul and Hizaddin, Hanee Farzana (2022) Towards integrated air pollution monitoring and health impact assessment using federated learning: A systematic review. Frontiers in Public Health, 10. ISSN 2296-2565, DOI https://doi.org/10.3389/fpubh.2022.851553.
Leong, Yew Sum and Hasikin, Khairunnisa and Lai, Khin Wee and Mohd Zain, Norita and Azizan, Muhammad Mokhzaini (2022) Microcalcification discrimination in mammography using deep convolutional neural network: towards rapid and early breast cancer diagnosis. Frontiers in public health, 10. DOI https://doi.org/10.3389/fpubh.2022.875305.
Ching, Serena Low Woan and Lai, Khin Wee and Chuah, Joon Huang and Hasikin, Khairunnisa and Khalil, Azira and Qian, Pengjiang and Xia, Kaijian and Jiang, Yizhang and Zhang, Yuanpeng and Dhanalakshmi, Samiappan (2022) Multiclass convolution neural network for classification of COVID-19 CT images. Computational Intelligence and Neuroscience, 2022. ISSN 1687-5265, DOI https://doi.org/10.1155/2022/9167707.
Pauline, S. Hannah and Dhanalakshmi, Samiappan and Kumar, R. and Narayanamoorthi, R. and Lai, Khin Wee (2022) A low-cost multistage Cascaded adaptive filter configuration for noise reduction in Phonocardiogram signal. Journal of Healthcare Engineering, 2022. ISSN 2040-2295, DOI https://doi.org/10.1155/2022/3039624.
Gordan, Meisam and Ong, Zhi Chao and Sabbagh-Yazdi, Saeed-Reza and Lai, Khin Wee and Ghaedi, Khaled and Ismail, Zubaidah (2022) From cognitive bias toward advanced computational intelligence for smart infrastructure monitoring. Frontiers in Psychology, 13. ISSN 1664-1078, DOI https://doi.org/10.3389/fpsyg.2022.846610.
Low, Wan Shi and Chan, Chow Khuen and Chuah, Joon Huang and Tee, Yee Kai and Hum, Yan Chai and Salim, Maheza Irna Mohd and Lai, Khin Wee (2022) A review of machine learning network in human motion biomechanics. Journal of Grid Computing, 20 (1). ISSN 1570-7873, DOI https://doi.org/10.1007/s10723-021-09595-7.
Ligi, S. Vineth and Kundu, Soumya Snigdha and Kumar, R. and Narayanamoorthi, R. and Lai, Khin Wee and Dhanalakshmi, Samiappan (2022) Radiological analysis of COVID-19 using computational intelligence: A broad gauge study. Journal of Healthcare Engineering, 2022. ISSN 2040-2295, DOI https://doi.org/10.1155/2022/5998042.
Teoh, Yun Xin and Lai, Khin Wee and Usman, Juliana and Goh, Siew Li and Mohafez, Hamidreza and Hasikin, Khairunnisa and Qian, Pengjiang and Jiang, Yizhang and Zhang, Yuanpeng and Dhanalakshmi, Samiappan (2022) Discovering knee osteoarthritis imaging features for diagnosis and prognosis: review of manual imaging grading and machine learning approaches. Journal of Healthcare Engineering, 2022. ISSN 2040-2295, DOI https://doi.org/10.1155/2022/4138666.
Latha, S. and Muthu, P. and Lai, Khin Wee and Khalil, Azira and Dhanalakshmi, Samiappan (2022) Performance analysis of machine learning and deep learning architectures on early stroke detection using carotid artery ultrasound images. Frontiers in Aging Neuroscience, 13. ISSN 1663-4365, DOI https://doi.org/10.3389/fnagi.2021.828214.
Rahimi, Aisyah and Khalil, Azira and Faisal, Amir and Lai, Khin Wee (2022) CT-MRI dual information registration for the diagnosis of liver cancer: A pilot study using point-based registration. Current Medical Imaging, 18 (1). pp. 61-66. ISSN 1573-4056, DOI https://doi.org/10.2174/1573405617666210825155659.
Al-Ani, Ayman and Al-Ani, Ahmed K. and Laghari, Shams A. and Manickam, Selvakumar and Lai, Khin Wee and Hasikin, Khairunnisa (2022) NDPsec: Neighbor Discovery Protocol security mechanism. IEEE Access, 10. pp. 83650-83663. ISSN 2169-3536, DOI https://doi.org/10.1109/ACCESS.2022.3196028.
Abu Bakar, Abdul Rauf and Lai, Khin Wee and Hamzaid, Nur Azah (2021) The emergence of machine learning in auditory neural impairment: A systematic review. Neuroscience Letters, 765. ISSN 0304-3940, DOI https://doi.org/10.1016/j.neulet.2021.136250.
Zamzam, Aizat Hilmi and Al-Ani, Ayman Khallel Ibrahim and Abdul Wahab, Ahmad Khairi and Lai, Khin Wee and Satapathy, Suresh Chandra and Khalil, Azira and Azizan, Muhammad Mokhzaini and Hasikin, Khairunnisa (2021) Prioritisation assessment and robust predictive system for medical equipment: A comprehensive strategic maintenance management. Frontiers in Public Health, 9. ISSN 2296-2565, DOI https://doi.org/10.3389/fpubh.2021.782203.
Yeoh, Pauline Shan Qing and Lai, Khin Wee and Goh, Siew Li and Hasikin, Khairunnisa and Hum, Yan Chai and Tee, Yee Kai and Dhanalakshmi, Samiappan (2021) Emergence of deep learning in knee osteoarthritis diagnosis. Computational Intelligence and Neuroscience, 2021. ISSN 1687-5265, DOI https://doi.org/10.1155/2021/4931437.
Jamaludin, Mohd Redzuan and Lai, Khin Wee and Chuah, Joon Huang and Zaki, Muhammad Afiq and Hum, Yan Chai and Tee, Yee Kai and Mohd Salim, Maheza Irna and Saw, Lim Beng (2021) Transcranial electrical motor evoked potential in predicting positive functional outcome of patients after decompressive spine surgery: Review on challenges and recommendations towards Objective Interpretation. Behavioral Neurology, 2021. ISSN 0953-4180, DOI https://doi.org/10.1155/2021/2684855.
Teo, Kareen and Yong, Ching Wai and Muhamad, Farina and Mohafez, Hamidreza and Hasikin, Khairunnisa and Xia, Kaijian and Qian, Pengjiang and Dhanalakshmi, Samiappan and Utama, Nugraha Priya and Lai, Khin Wee (2021) The promise for reducing healthcare cost with predictive model: An analysis with quantized evaluation metric on readmission. Journal of Healthcare Engineering, 2021. ISSN 2040-2295, DOI https://doi.org/10.1155/2021/9208138.
Zamzam, Aizat Hilmi and Abdul Wahab, Ahmad Khairi and Azizan, Muhammad Mokhzaini and Satapathy, Suresh Chandra and Lai, Khin Wee and Hasikin, Khairunnisa (2021) A systematic review of medical equipment reliability assessment in improving the quality of healthcare services. Frontiers in Public Health, 9. ISSN 2296-2565, DOI https://doi.org/10.3389/fpubh.2021.753951.
Khalil, Azira and Rahimi, Aisyah and Luthfi, Aida and Azizan, Muhammad Mokhzaini and Satapathy, Suresh Chandra and Hasikin, Khairunnisa and Lai, Khin Wee (2021) Brain tumour temporal monitoring of interval change using digital image subtraction technique. Frontiers in Public Health, 9. ISSN 2296-2565, DOI https://doi.org/10.3389/fpubh.2021.752509.
Paul, Ayan and Usman, Juliana and Ahmad, Mohd Yazed and Hamidreza, Mohafez and Maryam, Hadizadeh and Ong, Zhi Chao and Hasikin, Khairunnisa and Lai, Khin Wee (2021) Health efficacy of electrically operated automated massage on muscle properties, peripheral circulation, and physio-psychological variables: A narrative review. Eurasip Journal on Advances in Signal Processing, 2021 (1). ISSN 1687-6180, DOI https://doi.org/10.1186/s13634-021-00788-6.
Kulathilake, K. A. Saneera Hemantha and Abdullah, Nor Aniza and Bandara, A. M. Randitha Ravimal and Lai, Khin Wee (2021) InNetGAN: Inception network-based generative adversarial network for denoising low-dose computed tomography. Journal of Healthcare Engineering, 2021. ISSN 2040-2295, DOI https://doi.org/10.1155/2021/9975762.
Foo, Lee Sze and Harston, George and Mehndiratta, Amit and Yap, Wun-She and Hum, Yan Chai and Lai, Khin Wee and Mukari, Shahizon Azura Mohamed and Zaki, Faizah Mohd and Tee, Yee Kai (2021) Clinical translation of amide proton transfer (APT) MRI for ischemic stroke: A systematic review (2003-2020). Quantitative Imaging in Medicine and Surgery, 11 (8). pp. 3797-3811. ISSN 2223-4292, DOI https://doi.org/10.21037/qims-20-1339.
Shazia, Anis and Xuan, Tan Zi and Chuah, Joon Huang and Usman, Juliana and Qian, Pengjiang and Lai, Khin Wee (2021) A comparative study of multiple neural network for detection of COVID-19 on chest X-ray. Eurasip Journal on Advances in Signal Processing, 2021 (1). ISSN 1687-6180, DOI https://doi.org/10.1186/s13634-021-00755-1.
Serena Low, Woan Ching and Chuah, Joon Huang and Tee, Clarence Augustine T. H. and Anis, Shazia and Shoaib, Muhammad Ali and Faisal, Amir and Khalil, Azira and Lai, Khin Wee (2021) An overview of deep learning techniques on chest X-ray and CT Scan identification of COVID-19. Computational and Mathematical Methods in Medicine, 2021. ISSN 1748-670X, DOI https://doi.org/10.1155/2021/5528144.
Foo, Lee Sze and Larkin, James R. and Sutherland, Brad A. and Ray, Kevin J. and Yap, Wun-She and Hum, Yan Chai and Lai, Khin Wee and Manan, Hanani Abdul and Sibson, Nicola R. and Tee, Yee Kai (2021) Study of common quantification methods of amide proton transfer magnetic resonance imaging for ischemic stroke detection. Magnetic Resonance in Medicine, 85 (4). pp. 2188-2200. ISSN 0740-3194, DOI https://doi.org/10.1002/mrm.28565.
Teo, Kareen and Yong, Ching Wai and Chuah, Joon Huang and Murphy, Belinda Pingguan and Lai, Khin Wee (2021) Early detection of readmission risk for decision support based on clinical notes. Journal of Medical Imaging and Health Informatics, 11 (2). pp. 529-534. ISSN 2156-7018, DOI https://doi.org/10.1166/jmihi.2021.3304.
Yong, Ching Wai and Lai, Khin Wee and Murphy, Belinda Pingguan and Hum, Yan Chai (2021) Comparative study of encoder-decoder-based convolutional neural net-works in cartilage delineation from knee magnetic resonance images. Current Medical Imaging, 17 (8). pp. 981-987. ISSN 1573-4056, DOI https://doi.org/10.2174/1573405616666201214122409.
Tee, Clarence Augustine T. H. and Teoh, Yun Xin and Yee, Por Lip and Tan, Boon Chin and Lai, Khin Wee (2021) Discovering the ganoderma boninense detection methods using machine learning: A review of manual, laboratory, and remote approaches. IEEE Access, 9. pp. 105776-105787. ISSN 2169-3536, DOI https://doi.org/10.1109/ACCESS.2021.3098307.
Teo, Kareen and Yong, Ching Wai and Chuah, Joon Huang and Murphy, Belinda Pingguan and Lai, Khin Wee (2020) Discovering the Predictive Value of Clinical Notes: Machine Learning Analysis with Text Representation. Journal of Medical Imaging and Health Informatics, 10 (12). pp. 2869-2875. ISSN 2156-7018, DOI https://doi.org/10.1166/jmihi.2020.3291.
Nizar, Muhammad Hanif Ahmad and Chan, Chow Khuen and Khalil, Azira and Yusof, Ahmad Khairuddin Mohamed and Lai, Khin Wee (2020) Real-time Detection of Aortic Valve in Echocardiography using Convolutional Neural Networks. Current Medical Imaging, 16 (5). pp. 584-591. ISSN 1573-4056, DOI https://doi.org/10.2174/1573405615666190114151255.
Anis, Shazia and Lai, Khin Wee and Chuah, Joon Huang and Ali, Shoaib Mohammad and Mohafez, Hamidreza and Hadizadeh, Maryam and Yan, Ding and Ong, Zhi-Chao (2020) An overview of deep learning approaches in chest radiograph. IEEE Access, 8. pp. 182347-182354. ISSN 2169-3536, DOI https://doi.org/10.1109/ACCESS.2020.3028390.
Liang, Kim Meng and Khalil, Azira and Nizar, Muhammad Hanif Ahmad and Nisham, Maryam Kamarun and Pingguan-Murphy, Belinda and Hum, Yan Chai and Salim, Maheza Irna Mohamad and Lai, Khin Wee (2019) Carpal bone segmentation using fully convolutional neural network. Current Medical Imaging, 15 (10). pp. 983-989. ISSN 1573-4056, DOI https://doi.org/10.2174/1573405615666190724101600.
Ali, Muhammad Shoaib and Hossain, Md Belayet and Hum, Yan Chai and Chuah, Joon Huang and Mohd Salim, Maheza Irna and Lai, Khin Wee (2019) Speckle Noise Diffusion in Knee Articular Cartilage Ultrasound Images. Current Medical Imaging, 16 (6). pp. 739-751. ISSN 1573-4056, DOI https://doi.org/10.2174/1573405615666190903143330.
Latfi, Ahmad Safwan Ahmad and Pramanik, Sumit and Poon, Chi Tat and Gumel, Ahmad Mohammed and Lai, Khin Wee and Annuar, Mohamad Suffian Mohamad and Pingguan-Murphy, Belinda (2019) Structural and bone marrow stem cell biocompatibility studies of hydrogel synthesized via chemo-enzymatic route. Journal of Biomaterials Applications, 33 (6). pp. 854-865. ISSN 0885-3282, DOI https://doi.org/10.1177/0885328218812490.
Mohd Yusof, Nur Hidayah and Hamzaid, Nur Azah and Jasni, Farahiyah and Lai, Khin Wee (2018) In-socket sensory system with an adaptive neuro-based fuzzy inference system for active transfemoral prosthetic legs. Journal of Electronic Imaging, 28 (2). 021002. ISSN 1017-9909, DOI https://doi.org/10.1117/1.JEI.28.2.021002.
Faisal, Amir and Ng, Siew Cheok and Goh, Siew Li and Lai, Khin Wee (2018) Knee cartilage segmentation and thickness computation from ultrasound images. Medical & Biological Engineering & Computing, 56 (4). pp. 657-669. ISSN 0140-0118, DOI https://doi.org/10.1007/s11517-017-1710-2.
Bakar, Abdul Rauf A. and Lai, Khin Wee and Hamzaid, Nur Azah (2022) Formulation of sensor ranking associated in categorical perception: a pilot study using machine learning. In: 6th Kuala Lumpur International Conference on Biomedical Engineering, BioMed 2021.
Hadizadeh, Maryam and Mohafez, Hamidreza and Lai, Khin Wee and Amri, Saidon Bin (2022) Restoration of gait spatio-temporals after anterior cruciate ligament reconstruction. In: 6th Kuala Lumpur International Conference on Biomedical Engineering, BioMed 2021.
Lai, Khin Wee and Shoaib, Muhammad Ali and Chuah, Joon Huang and Ahmad Nizar, Muhammad Hanif and Anis, Shazia and Ching, Serena Low Woan (2021) Aortic valve segmentation using deep learning. In: 2020 IEEE EMBS Conference on Biomedical Engineering and Sciences, IECBES 2020, 1 - 3 March 2021, Virtual, Langkawi Island.
Shoaib, Muhammad Ali and Chuah, Joon Huang and Khalil, Azira and Ahmad Nizar, Muhammad Hanif and Lai, Khin Wee (2021) Anisotropic diffusion for reduction of speckle noise in knee articular cartilage ultrasound images. In: 3rd International Conference for Innovation in Biomedical Engineering and Life Sciences, ICIBEL 2020, 6 - 7 December 2019, Kuala Lumpur.
Lai, Khin Wee and Shoaib, Muhammad Ali and Chuah, Joon Huang and Nizar, Muhammad Hanif Ahmad and Anis, Shazia and Ching, Serena Low Woan (2021) Detection of aortic valve using deep learning approaches. In: 2020 IEEE EMBS Conference on Biomedical Engineering and Sciences, IECBES 2020, 1 - 3 March 2021, Virtual, Langkawi Island.
