Jahmunah Vicnesh

Nanyang Polytechnic — Singapore

Neuroscience · Life Sciences

23h-index2.7kcitations39works8.02yr avg
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Research Topics

EEG and Brain-Computer Interfaces(14), ECG Monitoring and Analysis(12), Retinal Imaging and Analysis(5), Celiac Disease Research and Management(4), Phonocardiography and Auscultation Techniques(4)

Publications39 total

Application of Infrared Thermography and Artificial Intelligence in Healthcare: A Systematic Review of Over a Decade (2013–2024)
IEEE Access·2024· 8 citedOpen Access
Application of uncertainty quantification to artificial intelligence in healthcare: A review of last decade (2013–2023)
Computers in Biology and Medicine·2023· 162 citedOpen Access
EpilepsyNet: Novel automated detection of epilepsy using transformer model with EEG signals from 121 patient population
Computers in Biology and Medicine·2023· 78 citedOpen Access
Application of Uncertainty Quantification to Artificial Intelligence in Healthcare: A Review of Last Decade (2013-2023)
SSRN Electronic Journal·2023· 14 citedOpen Access
Automated analysis of small intestinal lamina propria to distinguish normal, Celiac Disease, and Non-Celiac Duodenitis biopsy images
Computer Methods and Programs in Biomedicine·2022· 10 citedOpen Access
Endoscopy, video capsule endoscopy, and biopsy for automated celiac disease detection: A review
Journal of Applied Biomedicine·2022· 10 cited
Uncertainty quantification in DenseNet model using myocardial infarction ECG signals
Computer Methods and Programs in Biomedicine·2022· 60 cited
Automated recognition of major depressive disorder from cardiovascular and respiratory physiological signals
Frontiers in Psychiatry·2022· 14 citedOpen Access
Artificial intelligence assisted tools for the detection of anxiety and depression leading to suicidal ideation in adolescents: a review
Cognitive Neurodynamics·2022· 42 citedOpen Access
Application of local configuration pattern for automated detection of schizophrenia with electroencephalogram signals
Expert Systems·2022· 21 cited
Artificial Intelligence Enabled Personalised Assistive Tools to Enhance Education of Children with Neurodevelopmental Disorders—A Review
International Journal of Environmental Research and Public Health·2022· 209 citedOpen Access
Development of advanced artificial intelligence techniques for the detection of myocardial infarction ECG signals in clinical settings
2022Open Access
Automated classification of attention deficit hyperactivity disorder and conduct disorder using entropy features with ECG signals
Computers in Biology and Medicine·2021· 77 cited
Fusion of Higher Order Spectra and Texture Extraction Methods for Automated Stroke Severity Classification with MRI Images
International Journal of Environmental Research and Public Health·2021· 4 citedOpen Access
Automated detection of glaucoma using elongated quinary patterns technique with optical coherence tomography angiogram images
Biomedical Signal Processing and Control·2021· 7 cited
A novel automated autism spectrum disorder detection system
Complex & Intelligent Systems·2021· 75 citedOpen Access
Automated interpretation of biopsy images for the detection of celiac disease using a machine learning approach
Computer Methods and Programs in Biomedicine·2021· 46 cited
Future <scp>IoT</scp> tools for <scp>COVID</scp>‐19 contact tracing and prediction: A review of the state‐of‐the‐science
International Journal of Imaging Systems and Technology·2021· 66 citedOpen Access
Automated detection of conduct disorder and attention deficit hyperactivity disorder using decomposition and nonlinear techniques with EEG signals
Computer Methods and Programs in Biomedicine·2021· 125 cited
Automated Detection of Sleep Stages Using Deep Learning Techniques: A Systematic Review of the Last Decade (2010–2020)
Applied Sciences·2020· 121 citedOpen Access
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Frequent Co-authors

U. Rajendra Acharya(36), Shu Lih Oh(24), Edward J. Ciaccio(19), Joel E.W. Koh(12), Prabal Datta Barua(9), Ru‐San Tan(8), Oh Shu Lih(7), Oliver Faust(7), Filippo Molinari(6), Raj Gururajan(5), Chui Ping Ooi(5), Joel Koh En Wei(5), E. Y. K. Ng(5), Kang Hao Cheong(4), N. Arunkumar(4), Makiko Kobayashi(3), Elizabeth E. Palmer(3), Massimo Salvi(3), The‐Hanh Pham(3), Rashmi Gururajan(3)