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Joel E. W. Koh
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- affiliation: Ngee Ann Polytechnic, Department of Electronics and Computer Engineering, Singapore
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2020 – today
- 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)
2010 – 2019
- 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) - [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
- [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) - [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 - 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)
Coauthor Index
aka: Kuang Chua Chua
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