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ORCIDJoel E. W. Koh
Joel Koh En Wei
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- affiliation: Ngee Ann Polytechnic, Department of Electronics and Computer Engineering, Singapore
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Journal Articles
- 2024
[j55]Joel Koh En Wei, Venkatesan Rajinikanth
, Jahmunah Vicnesh, The-Hanh Pham, Shu Lih Oh, Chai Hong Yeong, Meena Sankaranarayanan, Aditya P. Kamath, Giliyar Muralidhar Bairy, Prabal Datta Barua, Kang Hao Cheong:
Application of local configuration pattern for automated detection of schizophrenia with electroencephalogram signals. Expert Syst. J. Knowl. Eng. 41(5) (2024)- 2023
- [j54]Oliver Faust, Simona De Michele, Joel E. W. Koh, V. Jahmunah, Shu Lih Oh, Aditya P. Kamath, Prabal Datta Barua, Edward J. Ciaccio, Suzanne K. Lewis, Peter H. R. Green, Govind Bhagat, U. Rajendra Acharya:
Automated analysis of small intestinal lamina propria to distinguish normal, Celiac Disease, and Non-Celiac Duodenitis biopsy images. Comput. Methods Programs Biomed. 230: 107320 (2023) - 2022
- [j53]Joel E. W. Koh, Ooi Chui Ping, Nikki S. J. Lim-Ashworth, Jahmunah Vicnesh, Hui Tian Tor, Shu Lih Oh, Ru San Tan, U. Rajendra Acharya, Daniel Shuen Sheng Fung:
Automated classification of attention deficit hyperactivity disorder and conduct disorder using entropy features with ECG signals. Comput. Biol. Medicine 140: 105120 (2022) - [j52]The-Hanh Pham, Oliver Faust, Joel Koh En Wei, Edward J. Ciaccio, Prabal Datta Barua, Norlia Omar, Wei Lin Ng, Nazimah Ab Mumin, Kartini Rahmat, U. Rajendra Acharya:
Fusion of B-mode and shear wave elastography ultrasound features for automated detection of axillary lymph node metastasis in breast carcinoma. Expert Syst. J. Knowl. Eng. 39(5) (2022) - 2021
- [j51]Yam Meng Chan, E. Y. K. Ng, V. Jahmunah, Joel E. W. Koh, Shu Lih Oh, Wei Shan Han, Leonard W. L. Yip, U. Rajendra Acharya:
Automated detection of glaucoma using elongated quinary patterns technique with optical coherence tomography angiogram images. Biomed. Signal Process. Control. 69: 102895 (2021) - [j50]Hui Tian Tor, Ooi Chui Ping, Nikki S. J. Lim-Ashworth, Joel Koh En Wei, V. Jahmunah, Shu Lih Oh, U. Rajendra Acharya, Daniel Shuen Sheng Fung:
Automated detection of conduct disorder and attention deficit hyperactivity disorder using decomposition and nonlinear techniques with EEG signals. Comput. Methods Programs Biomed. 200: 105941 (2021) - [j49]Joel Koh En Wei, Simona De Michele, K. Vidya Sudarshan, V. Jahmunah, Edward J. Ciaccio, Ooi Chui Ping, Raj Gururajan, Rashmi Gururajan, Shu Lih Oh, Suzanne K. Lewis, Peter H. R. Green, Govind Bhagat, U. Rajendra Acharya:
Automated interpretation of biopsy images for the detection of celiac disease using a machine learning approach. Comput. Methods Programs Biomed. 203: 106010 (2021) - [j48]The-Hanh Pham, U. Raghavendra, Joel Koh En Wei, Anjan Gudigar, Wai-Yee Chan, Marlina Tanty Ramli, Kartini Rahmat, Farhana Fadzli, Kwan Hoong Ng, Ooi Chui Ping, Edward J. Ciaccio, Hamido Fujita, U. Rajendra Acharya:
Development of breast papillary index for differentiation of benign and malignant lesions using ultrasound images. J. Ambient Intell. Humaniz. Comput. 12(2): 2121-2129 (2021) - [j47]Chaitra Sridhar, Shu Lih Oh, V. Jahmunah, Joel E. W. Koh, Edward J. Ciaccio, Ru San Tan, Arunkumar N., Seifedine Nimer Kadry, U. Rajendra Acharya:
Accurate detection of myocardial infarction using non linear features with ECG signals. J. Ambient Intell. Humaniz. Comput. 12(3): 3227-3244 (2021) - [j46]The-Hanh Pham, Subbhuraam Vinitha Sree, John Mapes, Sumeet Dua, Shu Lih Oh, Joel E. W. Koh, Edward J. Ciaccio, U. Rajendra Acharya:
A novel machine learning framework for automated detection of arrhythmias in ECG segments. J. Ambient Intell. Humaniz. Comput. 12(11): 10145-10162 (2021) - 2020
- [j45]Joel Koh En Wei, U. Raghavendra, Anjan Gudigar, Ooi Chui Ping, Filippo Molinari, Samarth Mishra, Sinnakaruppan Mathavan, Rajiv Raman, U. Rajendra Acharya:
A novel hybrid approach for automated detection of retinal detachment using ultrasound images. Comput. Biol. Medicine 120: 103704 (2020) - [j44]Lakshmi Priyankka Alagappan, Joel Koh En Wei, V. Jahmunah, Adhithi Ramesh, Muna Bhende, Rajiv Raman, U. Rajendra Acharya, Sinnakaruppan Mathavan:
Development of an automated system for the detection of genotype in polypoidal choroidal vasculopathy using retinal image phenotype. Comput. Methods Programs Biomed. 192: 105460 (2020) - [j43]U. Rajendra Acharya, Oliver Faust, Edward J. Ciaccio, Joel Koh En Wei, Shu Lih Oh, Ru San Tan, Hasan Garan:
Corrigendum to 'Application of nonlinear methods to discriminate fractionated electrograms in paroxysmal versus persistent atrial fibrillation' Computer Methods and Programs in Biomedicine 175 (2019) 163-178. Comput. Methods Programs Biomed. 197: 105773 (2020) - [j42]U. Rajendra Acharya, Kristen M. Meiburger, Joel E. W. Koh, Edward J. Ciaccio, Jahmunah Vicnesh, Sock Keow Tan, Jeannie Hsiu Ding Wong, Raja Rizal Azman Raja Aman, Kwan Hoong Ng:
Automated detection of calcified plaque using higher-order spectra cumulant technique in computer tomography angiography images. Int. J. Imaging Syst. Technol. 30(2): 285-297 (2020) - [j41]Hatwib Mugasa, Sumeet Dua, Joel E. W. Koh, Yuki Hagiwara, Shu Lih Oh, Chakri Madla, Pailin Kongmebhol, Kwan Hoong Ng, U. Rajendra Acharya:
An adaptive feature extraction model for classification of thyroid lesions in ultrasound images. Pattern Recognit. Lett. 131: 463-473 (2020) - [j40]Joel Koh En Wei, Jahmunah Vicnesh, The-Hanh Pham, Shu Lih Oh, Edward J. Ciaccio, U. Rajendra Acharya, Chai Hong Yeong, Mohd Kamil Bin Mohd Fabell, Kartini Rahmat, Anushya Vijayananthan, Norlisah Ramli:
Automated detection of Alzheimer's disease using bi-directional empirical model decomposition. Pattern Recognit. Lett. 135: 106-113 (2020) - 2019
- [j39]U. Rajendra Acharya, Kristen M. Meiburger, Joel E. W. Koh, Edward J. Ciaccio, Arunkumar N., Mee Hoong See, Nur Aishah Mohd Taib, Anushya Vijayananthan, Kartini Rahmat, Farhana Fadzli, Sook Sam Leong, Caroline Judy Westerhout, Ángela Chantre Astaiza, Gustavo Ramírez-González:
A Novel Algorithm for Breast Lesion Detection Using Textons and Local Configuration Pattern Features With Ultrasound Imagery. IEEE Access 7: 22829-22842 (2019) - [j38]U. Rajendra Acharya, Kristen M. Meiburger, Joel E. W. Koh, Jahmunah Vicnesh, Edward J. Ciaccio, Shu Lih Oh, Sock Keow Tan, Raja Rizal Azman Raja Aman, Filippo Molinari, Kwan Hoong Ng:
Automated plaque classification using computed tomography angiography and Gabor transformations. Artif. Intell. Medicine 100 (2019) - [j37]Jose Kunnel Paul, Thomas Iype, Dileep R, Yuki Hagiwara, Joel E. W. Koh, U. Rajendra Acharya:
Characterization of fibromyalgia using sleep EEG signals with nonlinear dynamical features. Comput. Biol. Medicine 111 (2019) - [j36]Yam Meng Chan, E. Y. K. Ng, V. Jahmunah, Joel Koh En Wei, Shu Lih Oh, Leonard Yip Wei Leon, U. Rajendra Acharya:
Automated detection of glaucoma using optical coherence tomography angiogram images. Comput. Biol. Medicine 115 (2019) - [j35]U. Rajendra Acharya, Oliver Faust, Edward J. Ciaccio, Joel Koh En Wei, Shu Lih Oh, Ru San Tan, Hasan Garan:
Application of nonlinear methods to discriminate fractionated electrograms in paroxysmal versus persistent atrial fibrillation. Comput. Methods Programs Biomed. 175: 163-178 (2019) - [j34]U. Rajendra Acharya, Kristen M. Meiburger, Oliver Faust, Joel E. W. Koh, Shu Lih Oh, Edward J. Ciaccio, Asit Kumar Subudhi, V. Jahmunah, Sukanta Sabut:
Automatic detection of ischemic stroke using higher order spectra features in brain MRI images. Cogn. Syst. Res. 58: 134-142 (2019) - [j33]Joel E. W. Koh, Yuki Hagiwara, Shu Lih Oh, Jen Hong Tan, Edward J. Ciaccio, Peter H. R. Green, Suzanne K. Lewis, U. Rajendra Acharya:
Automated diagnosis of celiac disease using DWT and nonlinear features with video capsule endoscopy images. Future Gener. Comput. Syst. 90: 86-93 (2019) - [j32]U. Rajendra Acharya, Yuki Hagiwara, Sunny Nitin Deshpande, S. Suren, Joel E. W. Koh, Shu Lih Oh, Arunkumar N., Edward J. Ciaccio, Choo Min Lim:
Characterization of focal EEG signals: A review. Future Gener. Comput. Syst. 91: 290-299 (2019) - [j31]Jahmunah Vicnesh, Joel Koh En Wei, Edward J. Ciaccio, Shu Lih Oh, Govind Bhagat, Suzanne K. Lewis, Peter H. R. Green, U. Rajendra Acharya:
Automated diagnosis of celiac disease by video capsule endoscopy using DAISY Descriptors. J. Medical Syst. 43(6): 157:1-157:9 (2019) - [j30]U. Rajendra Acharya, Steven Lawrence Fernandes, Joel Koh En Wei, Edward J. Ciaccio, Mohd Kamil Bin Mohd Fabell, Urcun John Tanik, V. Rajinikanth, Chai Hong Yeong:
Automated Detection of Alzheimer's Disease Using Brain MRI Images- A Study with Various Feature Extraction Techniques. J. Medical Syst. 43(9): 302:1-302:14 (2019) - 2018
- [j29]Joel E. W. Koh, Eddie-Yin-Kwee Ng, Sulatha V. Bhandary, Augustinus Laude, U. Rajendra Acharya:
Automated detection of retinal health using PHOG and SURF features extracted from fundus images. Appl. Intell. 48(5): 1379-1393 (2018) - [j28]Joel E. W. Koh, Eddie-Yin-Kwee Ng, Sulatha V. Bhandary, Yuki Hagiwara, Augustinus Laude, U. Rajendra Acharya:
Automated retinal health diagnosis using pyramid histogram of visual words and Fisher vector techniques. Comput. Biol. Medicine 92: 204-209 (2018) - [j27]U. Rajendra Acharya, Joel E. W. Koh, Yuki Hagiwara, Jen Hong Tan, Arkadiusz Gertych, Anushya Vijayananthan, Nur Adura Yaakup, Basri Johan Jeet Abdullah, Mohd Kamil Bin Mohd Fabell, Chai Hong Yeong:
Automated diagnosis of focal liver lesions using bidirectional empirical mode decomposition features. Comput. Biol. Medicine 94: 11-18 (2018) - [j26]Muhammad Adam, Shu Lih Oh, K. Vidya Sudarshan, Joel E. W. Koh, Yuki Hagiwara, Jen Hong Tan, Ru San Tan, U. Rajendra Acharya:
Automated characterization of cardiovascular diseases using relative wavelet nonlinear features extracted from ECG signals. Comput. Methods Programs Biomed. 161: 133-143 (2018) - [j25]Yuki Hagiwara, Joel E. W. Koh, Jen Hong Tan, Sulatha V. Bhandary, Augustinus Laude, Edward J. Ciaccio, Louis Tong, U. Rajendra Acharya:
Computer-aided diagnosis of glaucoma using fundus images: A review. Comput. Methods Programs Biomed. 165: 1-12 (2018) - [j24]U. Rajendra Acharya, U. Raghavendra, Joel E. W. Koh, Kristen M. Meiburger, Edward J. Ciaccio, Yuki Hagiwara, Filippo Molinari, Wai Ling Leong, Anushya Vijayananthan, Nur Adura Yaakup, Mohd Kamil Bin Mohd Fabell, Chai Hong Yeong:
Automated detection and classification of liver fibrosis stages using contourlet transform and nonlinear features. Comput. Methods Programs Biomed. 166: 91-98 (2018) - [j23]U. Rajendra Acharya, Ayesha Akter, Pradeep Chowriappa, Sumeet Dua, U. Raghavendra, Joel E. W. Koh, Jen Hong Tan, Sook Sam Leong, Anushya Vijayananthan, Yuki Hagiwara, Marlina Tanty Ramli, Kwan Hoong Ng:
Use of Nonlinear Features for Automated Characterization of Suspicious Ovarian Tumors Using Ultrasound Images in Fuzzy Forest Framework. Int. J. Fuzzy Syst. 20(4): 1385-1402 (2018) - 2017
- [j22]U. Rajendra Acharya, K. Vidya Sudarshan, Joel E. W. Koh, Roshan Joy Martis, Jen Hong Tan, Shu Lih Oh, Muhammad Adam, Yuki Hagiwara, Muthu Rama Krishnan Mookiah, Chua Kok Poo, Chua Kuang Chua, Ru San Tan:
Application of higher-order spectra for the characterization of Coronary artery disease using electrocardiogram signals. Biomed. Signal Process. Control. 31: 31-43 (2017) - [j21]U. Rajendra Acharya, Wei Lin Ng, Kartini Rahmat, K. Vidya Sudarshan, Joel E. W. Koh, Jen Hong Tan, Yuki Hagiwara, Chai Hong Yeong, Kwan Hoong Ng:
Data mining framework for breast lesion classification in shear wave ultrasound: A hybrid feature paradigm. Biomed. Signal Process. Control. 33: 400-410 (2017) - [j20]U. Rajendra Acharya, Muthu Rama Krishnan Mookiah, Joel E. W. Koh, Jen Hong Tan, Sulatha V. Bhandary, A. Krishna Rao, Yuki Hagiwara, Chua Kuang Chua, Augustinus Laude:
Automated diabetic macular edema (DME) grading system using DWT, DCT Features and maculopathy index. Comput. Biol. Medicine 84: 59-68 (2017) - [j19]Joel E. W. Koh, U. Rajendra Acharya, Yuki Hagiwara, U. Raghavendra, Jen Hong Tan, Subbhuraam Vinitha Sree, Sulatha V. Bhandary, A. Krishna Rao, Sobha Sivaprasad, Kuang Chua Chua, Augustinus Laude, Louis Tong:
Diagnosis of retinal health in digital fundus images using continuous wavelet transform (CWT) and entropies. Comput. Biol. Medicine 84: 89-97 (2017) - [j18]U. Rajendra Acharya, K. Vidya Sudarshan, Soon Qing Rong, Zechariah Tan, Choo Min Lim, Joel E. W. Koh, Sujatha Nayak, Sulatha V. Bhandary:
Automated detection of premature delivery using empirical mode and wavelet packet decomposition techniques with uterine electromyogram signals. Comput. Biol. Medicine 85: 33-42 (2017) - [j17]U. Rajendra Acharya, Shreya Bhat, Joel E. W. Koh, Sulatha V. Bhandary, Hojjat Adeli:
A novel algorithm to detect glaucoma risk using texton and local configuration pattern features extracted from fundus images. Comput. Biol. Medicine 88: 72-83 (2017) - [j16]U. Rajendra Acharya, Wei Lin Ng, Kartini Rahmat, K. Vidya Sudarshan, Joel E. W. Koh, Jen Hong Tan, Yuki Hagiwara, Arkadiusz Gertych, Farhana Fadzli, Chai Hong Yeong, Kwan Hoong Ng:
Shear wave elastography for characterization of breast lesions: Shearlet transform and local binary pattern histogram techniques. Comput. Biol. Medicine 91: 13-20 (2017) - [j15]U. Rajendra Acharya, Hamido Fujita, Muhammad Adam, Shu Lih Oh, K. Vidya Sudarshan, Jen Hong Tan, Joel E. W. Koh, Yuki Hagiwara, Chua Kuang Chua, Chua Kok Poo, Ru San Tan:
Automated characterization and classification of coronary artery disease and myocardial infarction by decomposition of ECG signals: A comparative study. Inf. Sci. 377: 17-29 (2017) - [j14]U. Rajendra Acharya, Yuki Hagiwara, Joel E. W. Koh, Jen Hong Tan, Sulatha V. Bhandary, A. Krishna Rao, U. Raghavendra:
Automated screening tool for dry and wet age-related macular degeneration (ARMD) using pyramid of histogram of oriented gradients (PHOG) and nonlinear features. J. Comput. Sci. 20: 41-51 (2017) - 2016
- [j13]Hamido Fujita, U. Rajendra Acharya, K. Vidya Sudarshan, Dhanjoo N. Ghista, Subbhuraam Vinitha Sree, Wei Jie Eugene Lim, Joel E. W. Koh:
Sudden cardiac death (SCD) prediction based on nonlinear heart rate variability features and SCD index. Appl. Soft Comput. 43: 510-519 (2016) - [j12]U. Rajendra Acharya, Muthu Rama Krishnan Mookiah, Joel E. W. Koh, Jen Hong Tan, Kevin Noronha, Sulatha V. Bhandary, A. Krishna Rao, Yuki Hagiwara, Chua Kuang Chua, Augustinus Laude:
Novel risk index for the identification of age-related macular degeneration using radon transform and DWT features. Comput. Biol. Medicine 73: 131-140 (2016) - [j11]U. Rajendra Acharya, Muthu Rama Krishnan Mookiah, Joel E. W. Koh, Jen Hong Tan, Sulatha V. Bhandary, A. Krishna Rao, Hamido Fujita, Yuki Hagiwara, Chua Kuang Chua, Augustinus Laude:
Automated screening system for retinal health using bi-dimensional empirical mode decomposition and integrated index. Comput. Biol. Medicine 75: 54-62 (2016) - [j10]U. Rajendra Acharya, U. Raghavendra, Hamido Fujita, Yuki Hagiwara, Joel E. W. Koh, Jen Hong Tan, K. Vidya Sudarshan, Anushya Vijayananthan, Chai Hong Yeong, Anjan Gudigar, Kwan Hoong Ng:
Automated characterization of fatty liver disease and cirrhosis using curvelet transform and entropy features extracted from ultrasound images. Comput. Biol. Medicine 79: 250-258 (2016) - [j9]U. Rajendra Acharya, Hamido Fujita, K. Vidya Sudarshan, Muthu Rama Krishnan Mookiah, Joel E. W. Koh, Jen Hong Tan, Yuki Hagiwara, Chua Kuang Chua, Sameer P. Junnarkar, Anushya Vijayananthan, Kwan Hoong Ng:
An integrated index for identification of fatty liver disease using radon transform and discrete cosine transform features in ultrasound images. Inf. Fusion 31: 43-53 (2016) - [j8]U. Rajendra Acharya, Hamido Fujita, K. Vidya Sudarshan, Shu Lih Oh, Muhammad Adam, Joel E. W. Koh, Jen Hong Tan, Dhanjoo N. Ghista, Roshan Joy Martis, Chua Kuang Chua, Chua Kok Poo, Ru San Tan:
Automated detection and localization of myocardial infarction using electrocardiogram: a comparative study of different leads. Knowl. Based Syst. 99: 146-156 (2016) - [j7]U. Rajendra Acharya, Pradeep Chowriappa, Hamido Fujita, Shreya Bhat, Sumeet Dua, Joel E. W. Koh, Wei Jie Eugene Lim, Pailin Kongmebhol, Kwan Hoong Ng:
Thyroid lesion classification in 242 patient population using Gabor transform features from high resolution ultrasound images. Knowl. Based Syst. 107: 235-245 (2016) - 2015
- [j6]Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Hamido Fujita, Joel E. W. Koh, Jen Hong Tan, Kevin Noronha, Sulatha V. Bhandary, Chua Kuang Chua, Choo Min Lim, Augustinus Laude, Louis Tong:
Local configuration pattern features for age-related macular degeneration characterization and classification. Comput. Biol. Medicine 63: 208-218 (2015) - [j5]U. Rajendra Acharya, Hamido Fujita, K. Vidya Sudarshan, Shreya Bhat, Joel E. W. Koh:
Application of entropies for automated diagnosis of epilepsy using EEG signals: A review. Knowl. Based Syst. 88: 85-96 (2015) - [j4]Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Hamido Fujita, Joel E. W. Koh, Jen Hong Tan, Chua Kuang Chua, Sulatha V. Bhandary, Kevin Noronha, Augustinus Laude, Louis Tong:
Automated detection of age-related macular degeneration using empirical mode decomposition. Knowl. Based Syst. 89: 654-668 (2015) - [j3]Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Vinod Chandran, Roshan Joy Martis, Jen Hong Tan, Joel E. W. Koh, Chua Kuang Chua, Louis Tong, Augustinus Laude:
Application of higher-order spectra for automated grading of diabetic maculopathy. Medical Biol. Eng. Comput. 53(12): 1319-1331 (2015) - 2014
- [j2]Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Joel E. W. Koh, Vinod Chandran, Chua Kuang Chua, Jen Hong Tan, Choo Min Lim, Eddie-Yin-Kwee Ng, Kevin Noronha, Louis Tong, Augustinus Laude:
Automated diagnosis of Age-related Macular Degeneration using greyscale features from digital fundus images. Comput. Biol. Medicine 53: 55-64 (2014) - [j1]Muthu Rama Krishnan Mookiah, U. Rajendra Acharya, Joel E. W. Koh, Chua Kuang Chua, Jen Hong Tan, Vinod Chandran, Choo Min Lim, Kevin Noronha, Augustinus Laude, Louis Tong:
Decision support system for age-related macular degeneration using discrete wavelet transform. Medical Biol. Eng. Comput. 52(9): 781-796 (2014)
Conference and Workshop Papers
- 2016
- [c2]U. Rajendra Acharya, Hamido Fujita, Muhammad Adam, Shu Lih Oh, Jen Hong Tan, K. Vidya Sudarshan, Joel E. W. Koh:
Automated characterization of arrhythmias using nonlinear features from tachycardia ECG beats. SMC 2016: 533-538 - 2015
- [c1]U. Rajendra Acharya, Hamido Fujita, K. Vidya Sudarshan, Dhanjoo N. Ghista, Wei Jie Eugene Lim, Joel E. W. Koh:
Automated Prediction of Sudden Cardiac Death Risk Using Kolmogorov Complexity and Recurrence Quantification Analysis Features Extracted from HRV Signals. SMC 2015: 1110-1115
Coauthor Index
[j54] [j53] [j52] [j51] [j50] [j49] [j48] [j47] [j46] [j45] [j44] [j43] [j42] [j41] [j40] [j39] [j38] [j37] [j36] [j35] [j34] [j33] [j32] [j31] [j30] [j29] [j28] [j27] [j26] [j25] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [j17] [j16] [j15] [j14] [j13] [j12] [j11] [j10] [j9] [j8] [j7] [j6] [j5] [j4] [j3] [j2] [j1] [c2] [c1]
Chua Kuang Chua
aka: Kuang Chua Chua
aka: Kuang Chua Chua
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