U. Rajendra Acharya

According to our database1, U. Rajendra Acharya authored at least 351 papers between 1997 and 2021.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2021
SPWVD-CNN for Automated Detection of Schizophrenia Patients Using EEG Signals.
IEEE Trans. Instrum. Meas., 2021

Development of accurate classification of heavenly bodies using novel machine learning techniques.
Soft Comput., 2021

Design of Adaptive-Robust Controller for Multi-State Synchronization of Chaotic Systems with Unknown and Time-Varying Delays and Its Application in Secure Communication.
Sensors, 2021

Automated accurate speech emotion recognition system using twine shuffle pattern and iterative neighborhood component analysis techniques.
Knowl. Based Syst., 2021

Accurate detection of sleep apnea with long short-term memory network based on RR interval signals.
Knowl. Based Syst., 2021

Accurate detection of myocardial infarction using non linear features with ECG signals.
J. Ambient Intell. Humaniz. Comput., 2021

Development of breast papillary index for differentiation of benign and malignant lesions using ultrasound images.
J. Ambient Intell. Humaniz. Comput., 2021

ABCDM: An Attention-based Bidirectional CNN-RNN Deep Model for sentiment analysis.
Future Gener. Comput. Syst., 2021

Hybrid particle swarm optimization for rule discovery in the diagnosis of coronary artery disease.
Expert Syst. J. Knowl. Eng., 2021

Fusion of convolution neural network, support vector machine and Sobel filter for accurate detection of COVID-19 patients using X-ray images.
CoRR, 2021

Uncertainty-Aware Semi-supervised Method using Large Unlabelled and Limited Labeled COVID-19 Data.
CoRR, 2021

Automated interpretation of biopsy images for the detection of celiac disease using a machine learning approach.
Comput. Methods Programs Biomed., 2021

Automated detection of conduct disorder and attention deficit hyperactivity disorder using decomposition and nonlinear techniques with EEG signals.
Comput. Methods Programs Biomed., 2021

ECG Language processing (ELP): A new technique to analyze ECG signals.
Comput. Methods Programs Biomed., 2021

Automatic identification of insomnia using optimal antisymmetric biorthogonal wavelet filter bank with ECG signals.
Comput. Biol. Medicine, 2021

The impact of pre- and post-image processing techniques on deep learning frameworks: A comprehensive review for digital pathology image analysis.
Comput. Biol. Medicine, 2021

Coronary artery disease detection using artificial intelligence techniques: A survey of trends, geographical differences and diagnostic features 1991-2020.
Comput. Biol. Medicine, 2021

2020
Model uncertainty quantification for diagnosis of each main coronary artery stenosis.
Soft Comput., 2020

Automated Detection of Presymptomatic Conditions in Spinocerebellar Ataxia Type 2 Using Monte Carlo Dropout and Deep Neural Network Techniques with Electrooculogram Signals.
Sensors, 2020

Automated detection of Alzheimer's disease using bi-directional empirical model decomposition.
Pattern Recognit. Lett., 2020

Automated detection of abnormal EEG signals using localized wavelet filter banks.
Pattern Recognit. Lett., 2020

Association between work-related features and coronary artery disease: A heterogeneous hybrid feature selection integrated with balancing approach.
Pattern Recognit. Lett., 2020

An adaptive feature extraction model for classification of thyroid lesions in ultrasound images.
Pattern Recognit. Lett., 2020

Validating the robustness of an internet of things based atrial fibrillation detection system.
Pattern Recognit. Lett., 2020

Automated invasive ductal carcinoma detection based using deep transfer learning with whole-slide images.
Pattern Recognit. Lett., 2020

Diagnosis of carpal tunnel syndrome: A comparative study of shear wave elastography, morphometry and artificial intelligence techniques.
Pattern Recognit. Lett., 2020

A deep convolutional neural network model for automated identification of abnormal EEG signals.
Neural Comput. Appl., 2020

Detection of shockable ventricular arrhythmia using optimal orthogonal wavelet filters.
Neural Comput. Appl., 2020

Novel deep genetic ensemble of classifiers for arrhythmia detection using ECG signals.
Neural Comput. Appl., 2020

A deep learning approach for Parkinson's disease diagnosis from EEG signals.
Neural Comput. Appl., 2020

Automated detection of chronic kidney disease using higher-order features and elongated quinary patterns from B-mode ultrasound images.
Neural Comput. Appl., 2020

A novel method for sentiment classification of drug reviews using fusion of deep and machine learning techniques.
Knowl. Based Syst., 2020

DGHNL: A new deep genetic hierarchical network of learners for prediction of credit scoring.
Inf. Sci., 2020

Automated detection of calcified plaque using higher-order spectra cumulant technique in computer tomography angiography images.
Int. J. Imaging Syst. Technol., 2020

Development of Automated Sleep Stage Classification System Using Multivariate Projection-Based Fixed Boundary Empirical Wavelet Transform and Entropy Features Extracted from Multichannel EEG Signals.
Entropy, 2020

A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges.
CoRR, 2020

Handling of uncertainty in medical data using machine learning and probability theory techniques: A review of 30 years (1991-2020).
CoRR, 2020

Automated Detection and Forecasting of COVID-19 using Deep Learning Techniques: A Review.
CoRR, 2020

Deep Learning for Neuroimaging-based Diagnosis and Rehabilitation of Autism Spectrum Disorder: A Review.
CoRR, 2020

Epileptic seizure detection using deep learning techniques: A Review.
CoRR, 2020

Accurate deep neural network model to detect cardiac arrhythmia on more than 10, 000 individual subject ECG records.
Comput. Methods Programs Biomed., 2020

An introduction to the Cyrcadia Breast Monitor: A wearable breast health monitoring device.
Comput. Methods Programs Biomed., 2020

Classification of heart sound signals using a novel deep WaveNet model.
Comput. Methods Programs Biomed., 2020

Brain pathology identification using computer aided diagnostic tool: A systematic review.
Comput. Methods Programs Biomed., 2020

Development of an automated system for the detection of genotype in polypoidal choroidal vasculopathy using retinal image phenotype.
Comput. Methods Programs Biomed., 2020

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., 2020

A novel hybrid approach for automated detection of retinal detachment using ultrasound images.
Comput. Biol. Medicine, 2020

Automated sleep apnea detection from cardio-pulmonary signal using bivariate fast and adaptive EMD coupled with cross time-frequency analysis.
Comput. Biol. Medicine, 2020

A computational intelligence tool for the detection of hypertension using empirical mode decomposition.
Comput. Biol. Medicine, 2020

Automated diagnostic tool for hypertension using convolutional neural network.
Comput. Biol. Medicine, 2020

Automated pre-screening of arrhythmia using hybrid combination of Fourier-Bessel expansion and LSTM.
Comput. Biol. Medicine, 2020

Automated detection of severity of hypertension ECG signals using an optimal bi-orthogonal wavelet filter bank.
Comput. Biol. Medicine, 2020

Detection of shockable ventricular cardiac arrhythmias from ECG signals using FFREWT filter-bank and deep convolutional neural network.
Comput. Biol. Medicine, 2020

Automated detection of COVID-19 cases using deep neural networks with X-ray images.
Comput. Biol. Medicine, 2020

Application of deep learning techniques for heartbeats detection using ECG signals-analysis and review.
Comput. Biol. Medicine, 2020

HAN-ECG: An interpretable atrial fibrillation detection model using hierarchical attention networks.
Comput. Biol. Medicine, 2020

Automated prediction of sepsis using temporal convolutional network.
Comput. Biol. Medicine, 2020

Profiling of pornography addiction among children using EEG signals: A systematic literature review.
Comput. Biol. Medicine, 2020

Automated detection of heart valve diseases using chirplet transform and multiclass composite classifier with PCG signals.
Comput. Biol. Medicine, 2020

Automated phase classification in cyclic alternating patterns in sleep stages using Wigner-Ville Distribution based features.
Comput. Biol. Medicine, 2020

Application of deep learning technique to manage COVID-19 in routine clinical practice using CT images: Results of 10 convolutional neural networks.
Comput. Biol. Medicine, 2020

Comprehensive electrocardiographic diagnosis based on deep learning.
Artif. Intell. Medicine, 2020

Local Preserving Class Separation Framework to Identify Gestational Diabetes Mellitus Mother Using Ultrasound Fetal Cardiac Image.
IEEE Access, 2020

2019
A new method to identify coronary artery disease with ECG signals and time-Frequency concentrated antisymmetric biorthogonal wavelet filter bank.
Pattern Recognit. Lett., 2019

Global weighted LBP based entropy features for the assessment of pulmonary hypertension.
Pattern Recognit. Lett., 2019

Classification of myocardial infarction with multi-lead ECG signals and deep CNN.
Pattern Recognit. Lett., 2019

An efficient traffic sign recognition based on graph embedding features.
Neural Comput. Appl., 2019

Automated arrhythmia detection using novel hexadecimal local pattern and multilevel wavelet transform with ECG signals.
Knowl. Based Syst., 2019

Automated diagnosis of celiac disease by video capsule endoscopy using DAISY Descriptors.
J. Medical Syst., 2019

A Two Layer Sparse Autoencoder for Glaucoma Identification with Fundus Images.
J. Medical Syst., 2019

Automated Depression Detection Using Deep Representation and Sequence Learning with EEG Signals.
J. Medical Syst., 2019

Automated Detection of Alzheimer's Disease Using Brain MRI Images- A Study with Various Feature Extraction Techniques.
J. Medical Syst., 2019

IAPSO-AIRS: A novel improved machine learning-based system for wart disease treatment.
J. Medical Syst., 2019

Automated classification of hand movements using tunable-Q wavelet transform based filter-bank with surface electromyogram signals.
Future Gener. Comput. Syst., 2019

Automated diagnosis of celiac disease using DWT and nonlinear features with video capsule endoscopy images.
Future Gener. Comput. Syst., 2019

Application of multiresolution analysis for automated detection of brain abnormality using MR images: A comparative study.
Future Gener. Comput. Syst., 2019

Characterization of focal EEG signals: A review.
Future Gener. Comput. Syst., 2019

SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach.
CoRR, 2019

Application of deep transfer learning for automated brain abnormality classification using MR images.
Cogn. Syst. Res., 2019

A novel machine learning approach for early detection of hepatocellular carcinoma patients.
Cogn. Syst. Res., 2019

Deep learning based liver cancer detection using watershed transform and Gaussian mixture model techniques.
Cogn. Syst. Res., 2019

An efficient detection of congestive heart failure using frequency localized filter banks for the diagnosis with ECG signals.
Cogn. Syst. Res., 2019

Automatic detection of ischemic stroke using higher order spectra features in brain MRI images.
Cogn. Syst. Res., 2019

A new approach for arrhythmia classification using deep coded features and LSTM networks.
Comput. Methods Programs Biomed., 2019

A review of automated sleep stage scoring based on physiological signals for the new millennia.
Comput. Methods Programs Biomed., 2019

Addressing challenges of quantitative methodologies and event interpretation in the study of atrial fibrillation.
Comput. Methods Programs Biomed., 2019

Application of nonlinear methods to discriminate fractionated electrograms in paroxysmal versus persistent atrial fibrillation.
Comput. Methods Programs Biomed., 2019

A new machine learning technique for an accurate diagnosis of coronary artery disease.
Comput. Methods Programs Biomed., 2019

Convolutional neural networks for multi-class brain disease detection using MRI images.
Comput. Medical Imaging Graph., 2019

Application of fast curvelet Tsallis entropy and kernel random vector functional link network for automated detection of multiclass brain abnormalities.
Comput. Medical Imaging Graph., 2019

Accurate tunable-Q wavelet transform based method for QRS complex detection.
Comput. Electr. Eng., 2019

Automated detection of diabetic subject using pre-trained 2D-CNN models with frequency spectrum images extracted from heart rate signals.
Comput. Biol. Medicine, 2019

Automated detection of sleep apnea using sparse residual entropy features with various dictionaries extracted from heart rate and EDR signals.
Comput. Biol. Medicine, 2019

Automated detection of shockable and non-shockable arrhythmia using novel wavelet-based ECG features.
Comput. Biol. Medicine, 2019

Characterization of fibromyalgia using sleep EEG signals with nonlinear dynamical features.
Comput. Biol. Medicine, 2019

Automated beat-wise arrhythmia diagnosis using modified U-net on extended electrocardiographic recordings with heterogeneous arrhythmia types.
Comput. Biol. Medicine, 2019

Cascaded LSTM recurrent neural network for automated sleep stage classification using single-channel EEG signals.
Comput. Biol. Medicine, 2019

Automated glaucoma diagnosis using bit-plane slicing and local binary pattern techniques.
Comput. Biol. Medicine, 2019

Automated detection of glaucoma using optical coherence tomography angiogram images.
Comput. Biol. Medicine, 2019

Machine learning-based coronary artery disease diagnosis: A comprehensive review.
Comput. Biol. Medicine, 2019

Application of new deep genetic cascade ensemble of SVM classifiers to predict the Australian credit scoring.
Appl. Soft Comput., 2019

Automated detection of schizophrenia using nonlinear signal processing methods.
Artif. Intell. Medicine, 2019

Automated plaque classification using computed tomography angiography and Gabor transformations.
Artif. Intell. Medicine, 2019

Deep convolutional neural network for the automated diagnosis of congestive heart failure using ECG signals.
Appl. Intell., 2019

Automated Categorization of Multi-Class Brain Abnormalities Using Decomposition Techniques With MRI Images: A Comparative Study.
IEEE Access, 2019

A Novel Methodology to Improve Cooling Efficiency at Data Centers.
IEEE Access, 2019

Practical Automated Video Analytics for Crowd Monitoring and Counting.
IEEE Access, 2019

A Novel Algorithm for Breast Lesion Detection Using Textons and Local Configuration Pattern Features With Ultrasound Imagery.
IEEE Access, 2019

NE-nu-SVC: A New Nested Ensemble Clinical Decision Support System for Effective Diagnosis of Coronary Artery Disease.
IEEE Access, 2019

ECGNET: Learning Where to Attend for Detection of Atrial Fibrillation with Deep Visual Attention.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018
Application of Computational Intelligence Methods for the Automated Identification of Paper-Ink Samples Based on LIBS.
Sensors, 2018

A novel Parkinson's Disease Diagnosis Index using higher-order spectra features in EEG signals.
Neural Comput. Appl., 2018

A novel approach for automated detection of focal EEG signals using empirical wavelet transform.
Neural Comput. Appl., 2018

An efficient data mining framework for the characterization of symptomatic and asymptomatic carotid plaque using bidimensional empirical mode decomposition technique.
Medical Biol. Eng. Comput., 2018

MMSFL-OWFB: A novel class of orthogonal wavelet filters for epileptic seizure detection.
Knowl. Based Syst., 2018

Deep convolution neural network for accurate diagnosis of glaucoma using digital fundus images.
Inf. Sci., 2018

Computer-aided diagnosis of atrial fibrillation based on ECG Signals: A review.
Inf. Sci., 2018

Dual-Tree Complex Wavelet Transform-Based Features for Automated Alcoholism Identification.
Int. J. Fuzzy Syst., 2018

Use of Nonlinear Features for Automated Characterization of Suspicious Ovarian Tumors Using Ultrasound Images in Fuzzy Forest Framework.
Int. J. Fuzzy Syst., 2018

Age-related Macular Degeneration detection using deep convolutional neural network.
Future Gener. Comput. Syst., 2018

Automated system for the detection of thoracolumbar fractures using a CNN architecture.
Future Gener. Comput. Syst., 2018

Automated identification of shockable and non-shockable life-threatening ventricular arrhythmias using convolutional neural network.
Future Gener. Comput. Syst., 2018

An efficient compression of ECG signals using deep convolutional autoencoders.
Cogn. Syst. Res., 2018

An automated diagnosis of depression using three-channel bandwidth-duration localized wavelet filter bank with EEG signals.
Cogn. Syst. Res., 2018

Computer-aided diagnosis of glaucoma using fundus images: A review.
Comput. Methods Programs Biomed., 2018

Deep learning for healthcare applications based on physiological signals: A review.
Comput. Methods Programs Biomed., 2018

Automated characterization of cardiovascular diseases using relative wavelet nonlinear features extracted from ECG signals.
Comput. Methods Programs Biomed., 2018

Automated detection and classification of liver fibrosis stages using contourlet transform and nonlinear features.
Comput. Methods Programs Biomed., 2018

Automated EEG-based screening of depression using deep convolutional neural network.
Comput. Methods Programs Biomed., 2018

Analysis of knee-joint vibroarthographic signals using bandwidth-duration localized three-channel filter bank.
Comput. Electr. Eng., 2018

Arrhythmia detection using deep convolutional neural network with long duration ECG signals.
Comput. Biol. Medicine, 2018

Application of stacked convolutional and long short-term memory network for accurate identification of CAD ECG signals.
Comput. Biol. Medicine, 2018

Automated approach for detection of ischemic stroke using Delaunay Triangulation in brain MRI images.
Comput. Biol. Medicine, 2018

A novel automated diagnostic system for classification of myocardial infarction ECG signals using an optimal biorthogonal filter bank.
Comput. Biol. Medicine, 2018

An accurate sleep stages classification system using a new class of optimally time-frequency localized three-band wavelet filter bank.
Comput. Biol. Medicine, 2018

Application of an optimal class of antisymmetric wavelet filter banks for obstructive sleep apnea diagnosis using ECG signals.
Comput. Biol. Medicine, 2018

Optimized multi-level elongated quinary patterns for the assessment of thyroid nodules in ultrasound images.
Comput. Biol. Medicine, 2018

Automated diagnosis of arrhythmia using combination of CNN and LSTM techniques with variable length heart beats.
Comput. Biol. Medicine, 2018

Automated localization and segmentation techniques for B-mode ultrasound images: A review.
Comput. Biol. Medicine, 2018

Automated retinal health diagnosis using pyramid histogram of visual words and Fisher vector techniques.
Comput. Biol. Medicine, 2018

Automated detection of atrial fibrillation using long short-term memory network with RR interval signals.
Comput. Biol. Medicine, 2018

Parkinson's disease: Cause factors, measurable indicators, and early diagnosis.
Comput. Biol. Medicine, 2018

Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals.
Comput. Biol. Medicine, 2018

Automated diagnosis of focal liver lesions using bidirectional empirical mode decomposition features.
Comput. Biol. Medicine, 2018

Automated technique for coronary artery disease characterization and classification using DD-DTDWT in ultrasound images.
Biomed. Signal Process. Control., 2018

A novel three-band orthogonal wavelet filter bank method for an automated identification of alcoholic EEG signals.
Appl. Intell., 2018

Automated detection of retinal health using PHOG and SURF features extracted from fundus images.
Appl. Intell., 2018

Automated Detection of Lung Nodules Using HOG Technique with Chest X-Ray Images.
Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2018

2017
Automated Diagnosis of Glaucoma Using Empirical Wavelet Transform and Correntropy Features Extracted From Fundus Images.
IEEE J. Biomed. Health Informatics, 2017

A new approach to characterize epileptic seizures using analytic time-frequency flexible wavelet transform and fractal dimension.
Pattern Recognit. Lett., 2017

Automated detection of focal EEG signals using features extracted from flexible analytic wavelet transform.
Pattern Recognit. Lett., 2017

Local texture patterns for traffic sign recognition using higher order spectra.
Pattern Recognit. Lett., 2017

Automated screening of congestive heart failure using variational mode decomposition and texture features extracted from ultrasound images.
Neural Comput. Appl., 2017

Guest editorial: New trends in data pre-processing methods for signal and image classification.
Neural Comput. Appl., 2017

Application of empirical mode decomposition (EMD) for automated identification of congestive heart failure using heart rate signals.
Neural Comput. Appl., 2017

Multiple thresholding and subspace based approach for detection and recognition of traffic sign.
Multim. Tools Appl., 2017

Cerebrovascular pattern improved by ozone autohemotherapy: an entropy-based study on multiple sclerosis patients.
Medical Biol. Eng. Comput., 2017

An automatic detection of focal EEG signals using new class of time-frequency localized orthogonal wavelet filter banks.
Knowl. Based Syst., 2017

Automated characterization of coronary artery disease, myocardial infarction, and congestive heart failure using contourlet and shearlet transforms of electrocardiogram signal.
Knowl. Based Syst., 2017

Automated detection of coronary artery disease using different durations of ECG segments with convolutional neural network.
Knowl. Based Syst., 2017

Segmentation of optic disc, fovea and retinal vasculature using a single convolutional neural network.
J. Comput. Sci., 2017

Segmentation of prostate contours for automated diagnosis using ultrasound images: A survey.
J. Comput. Sci., 2017

Decision support system for focal EEG signals using tunable-Q wavelet transform.
J. Comput. Sci., 2017

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., 2017

Automated segmentation of exudates, haemorrhages, microaneurysms using single convolutional neural network.
Inf. Sci., 2017

Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals.
Inf. Sci., 2017

Automated detection of arrhythmias using different intervals of tachycardia ECG segments with convolutional neural network.
Inf. Sci., 2017

Automated characterization and classification of coronary artery disease and myocardial infarction by decomposition of ECG signals: A comparative study.
Inf. Sci., 2017

Automated Diagnosis of Myocardial Infarction ECG Signals Using Sample Entropy in Flexible Analytic Wavelet Transform Framework.
Entropy, 2017

Use of Accumulated Entropies for Automated Detection of Congestive Heart Failure in Flexible Analytic Wavelet Transform Framework Based on Short-Term HRV Signals.
Entropy, 2017

Tunable-Q Wavelet Transform Based Multivariate Sub-Band Fuzzy Entropy with Application to Focal EEG Signal Analysis.
Entropy, 2017

Automated diagnosis of congestive heart failure using dual tree complex wavelet transform and statistical features extracted from 2 s of ECG signals.
Comput. Biol. Medicine, 2017

Diagnosis of attention deficit hyperactivity disorder using imaging and signal processing techniques.
Comput. Biol. Medicine, 2017

Iterative variational mode decomposition based automated detection of glaucoma using fundus images.
Comput. Biol. Medicine, 2017

Diagnosis of retinal health in digital fundus images using continuous wavelet transform (CWT) and entropies.
Comput. Biol. Medicine, 2017

Computer aided diagnosis of diabetic foot using infrared thermography: A review.
Comput. Biol. Medicine, 2017

Automated detection of premature delivery using empirical mode and wavelet packet decomposition techniques with uterine electromyogram signals.
Comput. Biol. Medicine, 2017

A deep convolutional neural network model to classify heartbeats.
Comput. Biol. Medicine, 2017

Shear wave elastography for characterization of breast lesions: Shearlet transform and local binary pattern histogram techniques.
Comput. Biol. Medicine, 2017

Automated diabetic macular edema (DME) grading system using DWT, DCT Features and maculopathy index.
Comput. Biol. Medicine, 2017

A novel algorithm to detect glaucoma risk using texton and local configuration pattern features extracted from fundus images.
Comput. Biol. Medicine, 2017

Characterization of coronary artery disease using flexible analytic wavelet transform applied on ECG signals.
Biomed. Signal Process. Control., 2017

Application of higher-order spectra for the characterization of Coronary artery disease using electrocardiogram signals.
Biomed. Signal Process. Control., 2017

Data mining framework for breast lesion classification in shear wave ultrasound: A hybrid feature paradigm.
Biomed. Signal Process. Control., 2017

An integrated alcoholic index using tunable-Q wavelet transform based features extracted from EEG signals for diagnosis of alcoholism.
Appl. Soft Comput., 2017

Automated Characterization of Breast Cancer Using Steerable Filters.
Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2017

Characterization of Cardiovascular Diseases Using Wavelet Packet Decomposition and Nonlinear Measures of Electrocardiogram Signal.
Proceedings of the Advances in Artificial Intelligence: From Theory to Practice, 2017

2016
Automated detection and localization of myocardial infarction using electrocardiogram: a comparative study of different leads.
Knowl. Based Syst., 2016

Thyroid lesion classification in 242 patient population using Gabor transform features from high resolution ultrasound images.
Knowl. Based Syst., 2016

An integrated index for identification of fatty liver disease using radon transform and discrete cosine transform features in ultrasound images.
Inf. Fusion, 2016

Decision support system for fatty liver disease using GIST descriptors extracted from ultrasound images.
Inf. Fusion, 2016

An efficient automated technique for CAD diagnosis using flexible analytic wavelet transform and entropy features extracted from HRV signals.
Expert Syst. Appl., 2016

Data mining framework for identification of myocardial infarction stages in ultrasound: A hybrid feature extraction paradigm (PART 2).
Comput. Biol. Medicine, 2016

Application of wavelet techniques for cancer diagnosis using ultrasound images: A Review.
Comput. Biol. Medicine, 2016

An integrated index for automated detection of infarcted myocardium from cross-sectional echocardiograms using texton-based features (Part 1).
Comput. Biol. Medicine, 2016

Observer performance in characterization of carotid plaque texture and surface characteristics with 3D versus 2D ultrasound.
Comput. Biol. Medicine, 2016

Automated characterization of fatty liver disease and cirrhosis using curvelet transform and entropy features extracted from ultrasound images.
Comput. Biol. Medicine, 2016

Novel risk index for the identification of age-related macular degeneration using radon transform and DWT features.
Comput. Biol. Medicine, 2016

Automated screening system for retinal health using bi-dimensional empirical mode decomposition and integrated index.
Comput. Biol. Medicine, 2016

Application of Gabor wavelet and Locality Sensitive Discriminant Analysis for automated identification of breast cancer using digitized mammogram images.
Appl. Soft Comput., 2016

Sudden cardiac death (SCD) prediction based on nonlinear heart rate variability features and SCD index.
Appl. Soft Comput., 2016

Automated diagnosis of Coronary Artery Disease using nonlinear features extracted from ECG signals.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Automated characterization of arrhythmias using nonlinear features from tachycardia ECG beats.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

2015
Application of higher-order spectra for automated grading of diabetic maculopathy.
Medical Biol. Eng. Comput., 2015

Classification of diabetes maculopathy images using data-adaptive neuro-fuzzy inference classifier.
Medical Biol. Eng. Comput., 2015

Automated diagnosis of coronary artery disease using tunable-Q wavelet transform applied on heart rate signals.
Knowl. Based Syst., 2015

Automated detection of age-related macular degeneration using empirical mode decomposition.
Knowl. Based Syst., 2015

Computer-aided diagnosis of diabetic subjects by heart rate variability signals using discrete wavelet transform method.
Knowl. Based Syst., 2015

An integrated index for detection of Sudden Cardiac Death using Discrete Wavelet Transform and nonlinear features.
Knowl. Based Syst., 2015

Application of entropies for automated diagnosis of epilepsy using EEG signals: A review.
Knowl. Based Syst., 2015

Ultrasound-based tissue characterization and classification of fatty liver disease: A screening and diagnostic paradigm.
Knowl. Based Syst., 2015

Application of empirical mode decomposition for analysis of normal and diabetic RR-interval signals.
Expert Syst. Appl., 2015

An Integrated Index for the Identification of Focal Electroencephalogram Signals Using Discrete Wavelet Transform and Entropy Measures.
Entropy, 2015

Application of Entropy Measures on Intrinsic Mode Functions for the Automated Identification of Focal Electroencephalogram Signals.
Entropy, 2015

Computer-aided diagnosis of Myocardial Infarction using ultrasound images with DWT, GLCM and HOS methods: A comparative study.
Comput. Biol. Medicine, 2015

Application of different imaging modalities for diagnosis of Diabetic Macular Edema: A review.
Comput. Biol. Medicine, 2015

Local configuration pattern features for age-related macular degeneration characterization and classification.
Comput. Biol. Medicine, 2015

Empirical mode decomposition analysis of near-infrared spectroscopy muscular signals to assess the effect of physical activity in type 2 diabetic patients.
Comput. Biol. Medicine, 2015

The role of real-time in biomedical science: A meta-analysis on computational complexity, delay and speedup.
Comput. Biol. Medicine, 2015

Decision support system for the glaucoma using Gabor transformation.
Biomed. Signal Process. Control., 2015

Preface.
Appl. Soft Comput., 2015

Automated Prediction of Sudden Cardiac Death Risk Using Kolmogorov Complexity and Recurrence Quantification Analysis Features Extracted from HRV Signals.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

2014
A Selection and Reduction Approach for the Optimization of Ultrasound Carotid Artery Images Segmentation.
Proceedings of the Machine Learning in Healthcare Informatics, 2014

Understanding Foot Function During Stance Phase by Bayesian Network Based Causal Inference.
Proceedings of the Machine Learning in Healthcare Informatics, 2014

One-Class Classification of Mammograms Using Trace Transform Functionals.
IEEE Trans. Instrum. Meas., 2014

Decision support system for age-related macular degeneration using discrete wavelet transform.
Medical Biol. Eng. Comput., 2014

Computer-aided diabetic retinopathy detection using trace transforms on digital fundus images.
Medical Biol. Eng. Comput., 2014

Higher order spectra analysis of breast thermograms for the automated identification of breast cancer.
Expert Syst. J. Knowl. Eng., 2014

Active spline model: A shape based model - interactive segmentation.
Digit. Signal Process., 2014

Linear and nonlinear analysis of normal and CAD-affected heart rate signals.
Comput. Methods Programs Biomed., 2014

Automated diagnosis of Age-related Macular Degeneration using greyscale features from digital fundus images.
Comput. Biol. Medicine, 2014

Current methods in electrocardiogram characterization.
Comput. Biol. Medicine, 2014

Automated classification of glaucoma stages using higher order cumulant features.
Biomed. Signal Process. Control., 2014

Computer aided diagnosis of atrial arrhythmia using dimensionality reduction methods on transform domain representation.
Biomed. Signal Process. Control., 2014

2013
Plaque Tissue Characterization and Classification in Ultrasound Carotid Scans: A Paradigm for Vascular Feature Amalgamation.
IEEE Trans. Instrum. Meas., 2013

Atherosclerotic plaque tissue characterization in 2D ultrasound longitudinal carotid scans for automated classification: a paradigm for stroke risk assessment.
Medical Biol. Eng. Comput., 2013

Evolutionary algorithm based classifier parameter tuning for automatic diabetic retinopathy grading: A hybrid feature extraction approach.
Knowl. Based Syst., 2013

Automated detection of atrial fibrillation using Bayesian paradigm.
Knowl. Based Syst., 2013

Characterization of ECG beats from cardiac arrhythmia using discrete cosine transform in PCA framework.
Knowl. Based Syst., 2013

Automated diagnosis of Coronary Artery Disease affected patients using LDA, PCA, ICA and Discrete Wavelet Transform.
Knowl. Based Syst., 2013

Automated EEG analysis of epilepsy: A review.
Knowl. Based Syst., 2013

Ovarian Tumor Characterization and Classification Using Ultrasound - A New Online Paradigm.
J. Digit. Imaging, 2013

Application of Intrinsic Time-Scale Decomposition (ITD) to EEG signals for Automated seizure Prediction.
Int. J. Neural Syst., 2013

Application of Higher Order cumulant Features for Cardiac Health Diagnosis using ECG signals.
Int. J. Neural Syst., 2013

Automated Diagnosis of epilepsy using CWT, HOS and Texture parameters.
Int. J. Neural Syst., 2013

Automated detection of diabetes using higher order spectral features extracted from heart rate signals.
Intell. Data Anal., 2013

A Case-Based Reasoning system for complex medical diagnosis.
Expert Syst. J. Knowl. Eng., 2013

An interactive lung field segmentation scheme with automated capability.
Digit. Signal Process., 2013

Entropy analysis of muscular near-infrared spectroscopy (NIRS) signals during exercise programme of type 2 diabetic patients: Quantitative assessment of muscle metabolic pattern.
Comput. Methods Programs Biomed., 2013

Pectoral muscle segmentation: A review.
Comput. Methods Programs Biomed., 2013

Automated classification of patients with coronary artery disease using grayscale features from left ventricle echocardiographic images.
Comput. Methods Programs Biomed., 2013

Understanding symptomatology of atherosclerotic plaque by image-based tissue characterization.
Comput. Methods Programs Biomed., 2013

Inter- and intra-observer variability analysis of completely automated cIMT measurement software (AtheroEdge™) and its benchmarking against commercial ultrasound scanner and expert Readers.
Comput. Biol. Medicine, 2013

Computer-aided diagnosis of diabetic retinopathy: A review.
Comput. Biol. Medicine, 2013

Ensemble selection for feature-based classification of diabetic maculopathy images.
Comput. Biol. Medicine, 2013

Automated identification of normal and diabetes heart rate signals using nonlinear measures.
Comput. Biol. Medicine, 2013

Application of higher order statistics for atrial arrhythmia classification.
Biomed. Signal Process. Control., 2013

Cardiac decision making using higher order spectra.
Biomed. Signal Process. Control., 2013

ECG beat classification using PCA, LDA, ICA and Discrete Wavelet Transform.
Biomed. Signal Process. Control., 2013

Application of higher order spectra for accurate delineation of atrial arrhythmia.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Automated IMT estimation and BMI correlation using a low-quality carotid ultrasound image database from India.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Wavelet-Based Energy Features for Glaucomatous Image Classification.
IEEE Trans. Inf. Technol. Biomed., 2012

Completely Automated Multiresolution Edge Snapper - A New Technique for an Accurate Carotid Ultrasound IMT Measurement: Clinical Validation and Benchmarking on a Multi-Institutional Database.
IEEE Trans. Image Process., 2012

Hypothesis Validation of Far-Wall Brightness in Carotid-Artery Ultrasound for Feature-Based IMT Measurement Using a Combination of Level-Set Segmentation and Registration.
IEEE Trans. Instrum. Meas., 2012

An Accurate and Generalized Approach to Plaque Characterization in 346 Carotid Ultrasound Scans.
IEEE Trans. Instrum. Meas., 2012

Data mining technique for automated diagnosis of glaucoma using higher order spectra and wavelet energy features.
Knowl. Based Syst., 2012

Computer-Assisted Diagnosis of Tuberculosis: A First Order Statistical Approach to Chest Radiograph.
J. Medical Syst., 2012

Evaluation of the Efficiency of Biofield Diagnostic System in Breast Cancer Detection Using Clinical Study Results and Classifiers.
J. Medical Syst., 2012

Algorithms for the Automated Detection of Diabetic Retinopathy Using Digital Fundus Images: A Review.
J. Medical Syst., 2012

Classification of Epilepsy Using High-Order Spectra Features and Principle Component Analysis.
J. Medical Syst., 2012

An Approach to Model Right Iliac Fossa Pain Using Pain-Only-Parameters for Screening Acute Appendicitis.
J. Medical Syst., 2012

Neural Network Approaches to Grade Adult Depression.
J. Medical Syst., 2012

Application of Bayesian Classifier for the Diagnosis of Dental Pain.
J. Medical Syst., 2012

A Novel Mathematical Approach to Diagnose Premenstrual Syndrome.
J. Medical Syst., 2012

Computer-Based Identification of Type 2 Diabetic Subjects with and Without Neuropathy Using Dynamic Planter Pressure and Principal Component Analysis.
J. Medical Syst., 2012

An Integrated Index for the Identification of Diabetic Retinopathy Stages Using Texture Parameters.
J. Medical Syst., 2012

Thermography Based Breast Cancer Detection Using Texture Features and Support Vector Machine.
J. Medical Syst., 2012

Symptomatic vs. Asymptomatic Plaque Classification in Carotid Ultrasound.
J. Medical Syst., 2012

Application of Empirical Mode Decomposition (EMD) for Automated Detection of epilepsy using EEG signals.
Int. J. Neural Syst., 2012

Automated Diagnosis of Normal and Alcoholic EEG signals.
Int. J. Neural Syst., 2012

Application of Non-Linear and Wavelet Based Features for the Automated Identification of Epileptic EEG signals.
Int. J. Neural Syst., 2012

Application of principal component analysis to ECG signals for automated diagnosis of cardiac health.
Expert Syst. Appl., 2012

Use of principal component analysis for automatic classification of epileptic EEG activities in wavelet framework.
Expert Syst. Appl., 2012

A systematic approach to embedded biomedical decision making.
Comput. Methods Programs Biomed., 2012

Ultrasound IMT measurement on a multi-ethnic and multi-institutional database: Our review and experience using four fully automated and one semi-automated methods.
Comput. Methods Programs Biomed., 2012

Compressed sampling for heart rate monitoring.
Comput. Methods Programs Biomed., 2012

ThyroScreen system: High resolution ultrasound thyroid image characterization into benign and malignant classes using novel combination of texture and discrete wavelet transform.
Comput. Methods Programs Biomed., 2012

Linear and non-linear analysis of cardiac health in diabetic subjects.
Biomed. Signal Process. Control., 2012

Automated diagnosis of epileptic EEG using entropies.
Biomed. Signal Process. Control., 2012

Distal wall delineation using automated Dual Snake paradigm: A multi-center and multi-ethnic carotid ultrasound evaluation.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Carotid IMT variability (IMTV): Its design and validation in symptomatic vs. asymptomatic 142 Italian population.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Carotid far wall characterization using LBP, Laws' Texture Energy and wall variability: A novel class of Atheromatic systems.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Ovarian tumor characterization and classification: A class of GyneScan™ systems.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Carotid ultrasound symptomatology using atherosclerotic plaque characterization: A class of Atheromatic systems.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Automated benign & malignant thyroid lesion characterization and classification in 3D contrast-enhanced ultrasound.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Application of intuitionistic fuzzy histon segmentation for the automated detection of optic disc in digital fundus images.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

2011
Automated Diagnosis of Glaucoma Using Texture and Higher Order Spectra Features.
IEEE Trans. Inf. Technol. Biomed., 2011

Completely automated robust edge snapper for carotid ultrasound IMT measurement on a multi-institutional database of 300 images.
Medical Biol. Eng. Comput., 2011

Human Cardiovascular Model and Applications.
J. Medical Syst., 2011

The Effect of an Auxiliary Stimulation on Motor Function Restoration by FES.
J. Medical Syst., 2011

An Efficient Automated Algorithm to Detect Ocular Surface Temperature on Sequence of Thermograms Using Snake and Target Tracing Function.
J. Medical Syst., 2011

The Use of Skin Surface Electropotentials for Breast Cancer Detection - Preliminary Clinical Trial Results Obtained Using the Biofield Diagnostic System.
J. Medical Syst., 2011

Topic of Special Issue: Distributed Diagnosis and Home Healthcare.
J. Medical Syst., 2011

Probabilistic Information Structure of Human Walking.
J. Medical Syst., 2011

Towards the Systematic Development of Medical Networking Technology.
J. Medical Syst., 2011

Application of Higher Order Spectra to Identify Epileptic EEG.
J. Medical Syst., 2011

Automatic Detection of Epileptic EEG Signals Using Higher Order cumulant Features.
Int. J. Neural Syst., 2011

Application of Recurrence Quantification Analysis for the Automated Identification of Epileptic EEG Signals.
Int. J. Neural Syst., 2011

An adaptive PI algorithm for regulation of blood pressure of hypertension patients.
Int. J. Model. Identif. Control., 2011

Systems engineering principles for the design of biomedical signal processing systems.
Comput. Methods Programs Biomed., 2011

CARES: Completely Automated Robust Edge Snapper for carotid ultrasound IMT measurement on a multi-institutional database of 300 images: a two stage system combining an intensity-based feature approach with first order absolute moments.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

CARES 3.0: A two stage system combining feature-based recognition and edge-based segmentation for CIMT measurement on a multi-institutional ultrasound database of 300 images.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Application of higher order cumulants to ECG signals for the cardiac health diagnosis.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Atheromatic™: Symptomatic vs. asymptomatic classification of carotid ultrasound plaque using a combination of HOS, DWT & texture.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
EEG Signal Analysis: A Survey.
J. Medical Syst., 2010

Reliable and Robust Transmission and Storage Techniques for Medical Images with Patient Information.
J. Medical Syst., 2010

Analysis of Myocardial Infarction Using Discrete Wavelet Transform.
J. Medical Syst., 2010

Frontal Plane Vectorcardiograms: Theory and Graphics Visualization of Cardiac Health Status.
J. Medical Syst., 2010

Identification of Cataract and Post-cataract Surgery Optical Images Using Artificial Intelligence Techniques.
J. Medical Syst., 2010

Automatic Identification of Epileptic and Background EEG Signals Using Frequency Domain Parameters.
Int. J. Neural Syst., 2010

Analysis and Automatic Identification of Sleep Stages Using Higher Order Spectra.
Int. J. Neural Syst., 2010

Automated study of ocular thermal images: Comprehensive analysis of corneal health with different age group subjects and validation.
Digit. Signal Process., 2010

2009
Comparative Study on the Use of Analytical Software to Identify the Different Stages of Breast Cancer Using Discrete Temperature Data.
J. Medical Syst., 2009

Efficient Storage and Transmission of Digital Fundus Images with Patient Information Using Reversible Watermarking Technique and Error Control Codes.
J. Medical Syst., 2009

Automated Diagnosis of Glaucoma Using Digital Fundus Images.
J. Medical Syst., 2009

Analysis of Normal Human Eye with Different Age Groups using Infrared Images.
J. Medical Syst., 2009

Use of Data Mining Techniques for Improved Detection of Breast Cancer with Biofield Diagnostic System.
Proceedings of the Engineering Applications of Neural Networks, 2009

2008
A comparative study between the two-dimensional and three-dimensional human eye models.
Math. Comput. Model., 2008

Automated Identification of Diabetic Retinopathy Stages Using Digital Fundus Images.
J. Medical Syst., 2008

Imaging Systems of Human Eye: A Review.
J. Medical Syst., 2008

Automated Identification of Diabetic Type 2 Subjects with and without Neuropathy Using Wavelet Transform on Pedobarograph.
J. Medical Syst., 2008

Computer-Based Identification of Breast Cancer Using Digitized Mammograms.
J. Medical Syst., 2008

Application of Higher Order Spectra for the Identification of Diabetes Retinopathy Stages.
J. Medical Syst., 2008

Identification of different stages of diabetic retinopathy using retinal optical images.
Inf. Sci., 2008

Automatic identification of cardiac health using modeling techniques: A comparative study.
Inf. Sci., 2008

2007
Detection and differentiation of breast cancer using neural classifiers with first warning thermal sensors.
Inf. Sci., 2007

Numerical modelling of biopotential field for detection of breast tumour.
Comput. Biol. Medicine, 2007

2006
Heart rate variability: a review.
Medical Biol. Eng. Comput., 2006

Erratum to "Entropies for detection of epilepsy in EEG" [Comput. Methods Prog. Biomed. 80 (2005) 187-194].
Comput. Methods Programs Biomed., 2006

Cardiac health diagnosis using data fusion of cardiovascular and haemodynamic signals.
Comput. Methods Programs Biomed., 2006

Computer-Based Classification of Eye Diseases.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Entropies for detection of epilepsy in EEG.
Comput. Methods Programs Biomed., 2005

Characterization of EEG - A comparative study.
Comput. Methods Programs Biomed., 2005

Non-linear analysis of EEG signals at various sleep stages.
Comput. Methods Programs Biomed., 2005

2004
Cardiac Health Diagnosis Using Heart Rate Variability Signals - A Comparative Study.
Intell. Autom. Soft Comput., 2004

Simultaneous storage of patient information with medical images in the frequency domain.
Comput. Methods Programs Biomed., 2004

2003
Classification of heart rate data using artificial neural network and fuzzy equivalence relation.
Pattern Recognit., 2003

Transmission and storage of medical images with patient information.
Comput. Biol. Medicine, 2003

2002
Comprehensive visualization of cardiac health using electrocardiograms.
Comput. Biol. Medicine, 2002

2001
Compact storage of medical images with patient information.
IEEE Trans. Inf. Technol. Biomed., 2001

1997
Visualization of Electrocardiogram and Heartrate.
Proceedings of the AMIA 1997, 1997


  Loading...