U. Rajendra Acharya

Research interests

Publications

• An overview of artificial intelligence techniques for diagnosis of Schizophrenia based on magnetic resonance imaging modalities: Methods, challenges, and future works

  Computers in Biology and Medicine · 2022 · https://doi.org/10.1016/j.compbiomed.2022.105554

• The internet of medical things and artificial intelligence: trends, challenges, and opportunities

  Journal of Applied Biomedicine · 2022 · https://doi.org/10.1016/j.bbe.2022.05.008

• A review of uncertainty quantification in deep learning: Techniques, applications and challenges

  Information Fusion · 2021 · https://doi.org/10.1016/j.inffus.2021.05.008

• Epileptic Seizures Detection Using Deep Learning Techniques: A Review

  International Journal of Environmental Research and Public Health · 2021 · https://doi.org/10.3390/ijerph18115780

• Uncertainty quantification in skin cancer classification using three-way decision-based Bayesian deep learning

  Computers in Biology and Medicine · 2021 · https://doi.org/10.1016/j.compbiomed.2021.104418

• Applications of deep learning techniques for automated multiple sclerosis detection using magnetic resonance imaging: A review

  Computers in Biology and Medicine · 2021 · https://doi.org/10.1016/j.compbiomed.2021.104697

• Automated Detection and Forecasting of COVID-19 using Deep Learning Techniques: A Review

  arXiv (Cornell University) · 2020 · https://doi.org/10.48550/arxiv.2007.10785

• Deep Learning for Neuroimaging-based Diagnosis and Rehabilitation of Autism Spectrum Disorder: A Review

  arXiv (Cornell University) · 2020 · https://doi.org/10.1016/j.compbiomed.2021.104949

• Risk factors prediction, clinical outcomes, and mortality in COVID‐19 patients

  Journal of Medical Virology · 2020 · https://doi.org/10.1002/jmv.26699

• Automated detection of COVID-19 cases using deep neural networks with X-ray images

  Computers in Biology and Medicine · 2020 · https://doi.org/10.1016/j.compbiomed.2020.103792

• Machine learning-based coronary artery disease diagnosis: A comprehensive review

  Computers in Biology and Medicine · 2019 · https://doi.org/10.1016/j.compbiomed.2019.103346

• A deep convolutional neural network model to classify heartbeats

  Computers in Biology and Medicine · 2017 · https://doi.org/10.1016/j.compbiomed.2017.08.022

• Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals

  Computers in Biology and Medicine · 2017 · https://doi.org/10.1016/j.compbiomed.2017.09.017

• Automated identification of normal and diabetes heart rate signals using nonlinear measures

  Computers in Biology and Medicine · 2013 · https://doi.org/10.1016/j.compbiomed.2013.05.024

• Linear and nonlinear analysis of normal and CAD-affected heart rate signals

  Computer Methods and Programs in Biomedicine · 2013 · https://doi.org/10.1016/j.cmpb.2013.08.017

• Data mining technique for automated diagnosis of glaucoma using higher order spectra and wavelet energy features

  Knowledge-Based Systems · 2012 · https://doi.org/10.1016/j.knosys.2012.02.010

• APPLICATION OF NON-LINEAR AND WAVELET BASED FEATURES FOR THE AUTOMATED IDENTIFICATION OF EPILEPTIC EEG SIGNALS

  International Journal of Neural Systems · 2012 · https://doi.org/10.1142/s0129065712500025

• Use of principal component analysis for automatic classification of epileptic EEG activities in wavelet framework

  Expert Systems with Applications · 2012 · https://doi.org/10.1016/j.eswa.2012.02.040

• Automated diagnosis of Coronary Artery Disease affected patients using LDA, PCA, ICA and Discrete Wavelet Transform

  Knowledge-Based Systems · 2012 · https://doi.org/10.1016/j.knosys.2012.08.011

• Automated diagnosis of epileptic EEG using entropies

  Biomedical Signal Processing and Control · 2011 · https://doi.org/10.1016/j.bspc.2011.07.007

• AUTOMATIC DETECTION OF EPILEPTIC EEG SIGNALS USING HIGHER ORDER CUMULANT FEATURES

  International Journal of Neural Systems · 2011 · https://doi.org/10.1142/s0129065711002912

• Algorithms for the Automated Detection of Diabetic Retinopathy Using Digital Fundus Images: A Review

  Journal of Medical Systems · 2010 · https://doi.org/10.1007/s10916-010-9454-7

• Advances in Cardiac Signal Processing

  Journal · 2007 · https://doi.org/10.1007/978-3-540-36675-1

• Heart rate variability: a review

  Medical & Biological Engineering & Computing · 2006 · https://doi.org/10.1007/s11517-006-0119-0

Current projects

No projects listed.