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Jahmunah Vicnesh
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- affiliation: Ngee Ann Polytechnic, Department of Electronics and Computer Engineering, Singapore
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2020 – today
- 2024
- [j28]Anjan Gudigar
, U. Raghavendra
Automated System for the Detection of Heart Anomalies Using Phonocardiograms: A Systematic Review. IEEE Access 12: 138399-138428 (2024) - [j27]Joel Koh En Wei, Venkatesan Rajinikanth
Application of local configuration pattern for automated detection of schizophrenia with electroencephalogram signals. Expert Syst. J. Knowl. Eng. 41(5) (2024) - 2023
- [j26]V. Jahmunah, Sylvia Chen
Automated warfarin dose prediction for Asian, American, and Caucasian populations using a deep neural network. Comput. Biol. Medicine 153: 106548 (2023) - [j25]Shu Lih Oh
EpilepsyNet: Novel automated detection of epilepsy using transformer model with EEG signals from 121 patient population. Comput. Biol. Medicine 164: 107312 (2023) - [j24]Silvia Seoni
Application of uncertainty quantification to artificial intelligence in healthcare: A review of last decade (2013-2023). Comput. Biol. Medicine 165: 107441 (2023) - [j23]V. Jahmunah
Uncertainty quantification in DenseNet model using myocardial infarction ECG signals. Comput. Methods Programs Biomed. 229: 107308 (2023) - [j22]Oliver Faust
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
- [j21]Joel E. W. Koh, Ooi Chui Ping
Automated classification of attention deficit hyperactivity disorder and conduct disorder using entropy features with ECG signals. Comput. Biol. Medicine 140: 105120 (2022) - [j20]V. Jahmunah, E. Y. K. Ng, Ru San Tan, Shu Lih Oh, U. Rajendra Acharya
Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signals. Comput. Biol. Medicine 146: 105550 (2022) - 2021
- [j19]Yam Meng Chan
Automated detection of glaucoma using elongated quinary patterns technique with optical coherence tomography angiogram images. Biomed. Signal Process. Control. 69: 102895 (2021) - [j18]V. Jahmunah, E. Y. K. Ng
Automated detection of coronary artery disease, myocardial infarction and congestive heart failure using GaborCNN model with ECG signals. Comput. Biol. Medicine 134: 104457 (2021) - [j17]Hui Tian Tor, Ooi Chui Ping
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) - [j16]Joel Koh En Wei, Simona De Michele
Automated interpretation of biopsy images for the detection of celiac disease using a machine learning approach. Comput. Methods Programs Biomed. 203: 106010 (2021) - [j15]Jahmunah Vicnesh
Future IoT tools for COVID-19 contact tracing and prediction: A review of the state-of-the-science. Int. J. Imaging Syst. Technol. 31(2): 455-471 (2021) - [j14]Chaitra Sridhar, Shu Lih Oh, V. Jahmunah, Joel E. W. Koh, Edward J. Ciaccio, Ru San Tan, Arunkumar N.
Accurate detection of myocardial infarction using non linear features with ECG signals. J. Ambient Intell. Humaniz. Comput. 12(3): 3227-3244 (2021) - 2020
- [j13]Shu Lih Oh, Jahmunah Vicnesh, Ru San Tan, Edward J. Ciaccio, Toshitaka Yamakawa, Masayuki Tanabe, Makiko Kobayashi, Oliver Faust
Comprehensive electrocardiographic diagnosis based on deep learning. Artif. Intell. Medicine 103: 101789 (2020) - [j12]Desmond Chuang Kiat Soh, E. Y. K. Ng
A computational intelligence tool for the detection of hypertension using empirical mode decomposition. Comput. Biol. Medicine 118: 103630 (2020) - [j11]Desmond Chuang Kiat Soh, E. Y. K. Ng, V. Jahmunah, Shu Lih Oh, Ru San Tan
Automated diagnostic tool for hypertension using convolutional neural network. Comput. Biol. Medicine 126: 103999 (2020) - [j10]Christopher Kok
Automated prediction of sepsis using temporal convolutional network. Comput. Biol. Medicine 127: 103957 (2020) - [j9]Lakshmi Priyankka Alagappan
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) - [j8]Shu Lih Oh, Jahmunah Vicnesh, Ooi Chui Ping
Classification of heart sound signals using a novel deep WaveNet model. Comput. Methods Programs Biomed. 196: 105604 (2020) - [j7]U. Rajendra Acharya
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) - [j6]Joel Koh En Wei, Jahmunah Vicnesh, The-Hanh Pham, Shu Lih Oh, Edward J. Ciaccio, U. Rajendra Acharya
Automated detection of Alzheimer's disease using bi-directional empirical model decomposition. Pattern Recognit. Lett. 135: 106-113 (2020)
2010 – 2019
- 2019
- [j5]U. Rajendra Acharya
Automated plaque classification using computed tomography angiography and Gabor transformations. Artif. Intell. Medicine 100 (2019) - [j4]V. Jahmunah, Shu Lih Oh, V. Rajinikanth
Automated detection of schizophrenia using nonlinear signal processing methods. Artif. Intell. Medicine 100 (2019) - [j3]Yam Meng Chan
Automated detection of glaucoma using optical coherence tomography angiogram images. Comput. Biol. Medicine 115 (2019) - [j2]U. Rajendra Acharya
Automatic detection of ischemic stroke using higher order spectra features in brain MRI images. Cogn. Syst. Res. 58: 134-142 (2019) - [j1]Jahmunah Vicnesh, Joel Koh En Wei, Edward J. Ciaccio, Shu Lih Oh, Govind Bhagat
Automated diagnosis of celiac disease by video capsule endoscopy using DAISY Descriptors. J. Medical Syst. 43(6): 157:1-157:9 (2019)
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