Jahmunah Vicnesh

According to our database, Jahmunah Vicnesh authored at least 26 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Application of uncertainty quantification to artificial intelligence in healthcare: A review of last decade (2013-2023).

Silvia Seoni, Jahmunah Vicnesh, Massimo Salvi, Prabal Datta Barua, Filippo Molinari, U. Rajendra Acharya

Comput. Biol. Medicine, October, 2023

EpilepsyNet: Novel automated detection of epilepsy using transformer model with EEG signals from 121 patient population.

Shu Lih Oh, V. Jahmunah, Elizabeth Emma Palmer, Prabal Datta Barua, Sengul Dogan, Turker Tuncer, Salvador García, Filippo Molinari, U. Rajendra Acharya

Comput. Biol. Medicine, September, 2023

Automated analysis of small intestinal lamina propria to distinguish normal, Celiac Disease, and Non-Celiac Duodenitis biopsy images.

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

Comput. Methods Programs Biomed., March, 2023

Uncertainty quantification in DenseNet model using myocardial infarction ECG signals.

V. Jahmunah, E. Y. K. Ng, Ru San Tan, Shu Lih Oh, U. Rajendra Acharya

Comput. Methods Programs Biomed., February, 2023

Automated warfarin dose prediction for Asian, American, and Caucasian populations using a deep neural network.

V. Jahmunah, Sylvia Chen, Shu Lih Oh, U. Rajendra Acharya, Balram Chowbay

Comput. Biol. Medicine, February, 2023

2022

Automated classification of attention deficit hyperactivity disorder and conduct disorder using entropy features with ECG signals.

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

Comput. Biol. Medicine, 2022

Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signals.

V. Jahmunah, E. Y. K. Ng, Ru San Tan, Shu Lih Oh, U. Rajendra Acharya

Comput. Biol. Medicine, 2022

2021

Accurate detection of myocardial infarction using non linear features with ECG signals.

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

J. Ambient Intell. Humaniz. Comput., 2021

Future IoT tools for COVID-19 contact tracing and prediction: A review of the state-of-the-science.

Jahmunah Vicnesh, K. Vidya Sudarshan, Shu Lih Oh, Raj Gururajan, Rashmi Gururajan, Xujuan Zhou, Xiaohui Tao, Oliver Faust, Edward J. Ciaccio, Kwan Hoong Ng, U. Rajendra Acharya

Int. J. Imaging Syst. Technol., 2021

Automated interpretation of biopsy images for the detection of celiac disease using a machine learning approach.

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

Comput. Methods Programs Biomed., 2021

Automated detection of conduct disorder and attention deficit hyperactivity disorder using decomposition and nonlinear techniques with EEG signals.

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

Comput. Methods Programs Biomed., 2021

Automated detection of coronary artery disease, myocardial infarction and congestive heart failure using GaborCNN model with ECG signals.

V. Jahmunah, E. Y. K. Ng, Ru San Tan, U. Rajendra Acharya

Comput. Biol. Medicine, 2021

Automated detection of glaucoma using elongated quinary patterns technique with optical coherence tomography angiogram images.

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

Biomed. Signal Process. Control., 2021

2020

Automated detection of Alzheimer's disease using bi-directional empirical model decomposition.

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

Pattern Recognit. Lett., 2020

Automated detection of calcified plaque using higher-order spectra cumulant technique in computer tomography angiography images.

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

Int. J. Imaging Syst. Technol., 2020

Classification of heart sound signals using a novel deep WaveNet model.

Shu Lih Oh, Jahmunah Vicnesh, Ooi Chui Ping, Ru San Tan, Edward J. Ciaccio, Toshitaka Yamakawa, Masayuki Tanabe, Makiko Kobayashi, U. Rajendra Acharya

Comput. Methods Programs Biomed., 2020

Development of an automated system for the detection of genotype in polypoidal choroidal vasculopathy using retinal image phenotype.

Lakshmi Priyankka Alagappan, Joel Koh En Wei, V. Jahmunah, Adhithi Ramesh, Muna Bhende, Rajiv Raman, U. Rajendra Acharya, Sinnakaruppan Mathavan

Comput. Methods Programs Biomed., 2020

A computational intelligence tool for the detection of hypertension using empirical mode decomposition.

Desmond Chuang Kiat Soh, E. Y. K. Ng, V. Jahmunah, Shu Lih Oh, Ru San Tan, U. Rajendra Acharya

Comput. Biol. Medicine, 2020

Automated diagnostic tool for hypertension using convolutional neural network.

Desmond Chuang Kiat Soh, E. Y. K. Ng, V. Jahmunah, Shu Lih Oh, Ru San Tan, U. Rajendra Acharya

Comput. Biol. Medicine, 2020

Automated prediction of sepsis using temporal convolutional network.

Christopher Kok, V. Jahmunah, Shu Lih Oh, Xujuan Zhou, Raj Gururajan, Xiaohui Tao, Kang Hao Cheong, Rashmi Gururajan, Filippo Molinari, U. Rajendra Acharya

Comput. Biol. Medicine, 2020

Comprehensive electrocardiographic diagnosis based on deep learning.

Shu Lih Oh, Jahmunah Vicnesh, Ru San Tan, Edward J. Ciaccio, Toshitaka Yamakawa, Masayuki Tanabe, Makiko Kobayashi, Oliver Faust, U. Rajendra Acharya

Artif. Intell. Medicine, 2020

2019

Automated diagnosis of celiac disease by video capsule endoscopy using DAISY Descriptors.

Jahmunah Vicnesh, Joel Koh En Wei, Edward J. Ciaccio, Shu Lih Oh, Govind Bhagat, Suzanne K. Lewis, Peter H. R. Green, U. Rajendra Acharya

J. Medical Syst., 2019

Automatic detection of ischemic stroke using higher order spectra features in brain MRI images.

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

Cogn. Syst. Res., 2019

Automated detection of glaucoma using optical coherence tomography angiogram images.

Yam Meng Chan, E. Y. K. Ng, V. Jahmunah, Joel Koh En Wei, Shu Lih Oh, Leonard Yip Wei Leon, U. Rajendra Acharya

Comput. Biol. Medicine, 2019

Automated detection of schizophrenia using nonlinear signal processing methods.

V. Jahmunah, Shu Lih Oh, V. Rajinikanth, Edward J. Ciaccio, Kang Hao Cheong, Arunkumar N., U. Rajendra Acharya

Artif. Intell. Medicine, 2019

Automated plaque classification using computed tomography angiography and Gabor transformations.

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

Artif. Intell. Medicine, 2019