Herbert F. Jelinek

According to our database1, Herbert F. Jelinek authored at least 94 papers between 2001 and 2019.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Homepages:

On csauthors.net:

Bibliography

2019
Investigation of Linear and Nonlinear Properties of a Heartbeat Time Series Using Multiscale Rényi Entropy.
Entropy, 2019

Singular value decomposition entropy as a measure of ankle dynamics efficacy in a Y-balance test following supportive lower limb taping.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Proprioception and Postural Stability of the Young Adult Human: Multifractal Analysis.
Proceedings of the 22nd International Conference on Control Systems and Computer Science, 2019

Integrating Biological Heuristics and Gene Expression Data for Gene Regulatory Network Inference.
Proceedings of the Australasian Computer Science Week Multiconference, 2019

Comparing Pixel N-grams and Bag of Visual Word Features for the Classification of Diabetic Retinopathy.
Proceedings of the Australasian Computer Science Week Multiconference, 2019

2018
A Nanowatt Real-Time Cardiac Autonomic Neuropathy Detector.
IEEE Trans. Biomed. Circuits and Systems, 2018

Multistage fusion approaches based on a generative model and multivariate exponentially weighted moving average for diagnosis of cardiovascular autonomic nerve dysfunction.
Inf. Fusion, 2018

Minimal ensemble based on subset selection using ECG to diagnose categories of CAN.
Comput. Methods Programs Biomed., 2018

Relationship Between Angiotensin Converting Enzyme Gene and Cardiac Autonomic Neuropathy Among Australian Population.
Proceedings of the Recent Advances on Soft Computing and Data Mining, 2018

Complexity and Entropy of Knee Kinematics in a Joint Reposition Test: Effect of Strapping and Kinesiology Taping.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Incoherent Synchronization Between Resting State Respiratory Sinus Arrhythmia and Respiratory Movement in Depressed Patients With Suicidal Ideation.
Proceedings of the Computing in Cardiology, 2018

Data analytics to select markers and cut-off values for clinical scoring.
Proceedings of the Australasian Computer Science Week Multiconference, 2018

2017
Beyond Lesion-Based Diabetic Retinopathy: A Direct Approach for Referral.
IEEE J. Biomed. Health Informatics, 2017

A count data model for heart rate variability forecasting and premature ventricular contraction detection.
Signal, Image and Video Processing, 2017

Predicting depressed patients with suicidal ideation from ECG recordings.
Med. Biol. Engineering and Computing, 2017

Box-Counting Method in Quantitative Analysis of Images of the Brain.
Proceedings of the 21st International Conference on Control Systems and Computer Science, 2017

Spatial Characterization of Hypertension Clusters using a Rural Australian Clinical Database.
Proceedings of the Computing in Cardiology, 2017

Atrial Fibrillation Analysis for Real Time Patient Monitoring.
Proceedings of the Computing in Cardiology, 2017

2016
Methodological Comparisons of Heart Rate Variability Analysis in Patients With Type 2 Diabetes and Angiotensin Converting Enzyme Polymorphism.
IEEE J. Biomed. Health Informatics, 2016

Detecting Subclinical Diabetic Cardiac Autonomic Neuropathy by Analyzing Ventricular Repolarization Dynamics.
IEEE J. Biomed. Health Informatics, 2016

Enhancing Predictive Accuracy of Cardiac Autonomic Neuropathy Using Blood Biochemistry Features and Iterative Multitier Ensembles.
IEEE J. Biomed. Health Informatics, 2016

Data analytics identify glycated haemoglobin co-markers for type 2 diabetes mellitus diagnosis.
Comp. in Bio. and Med., 2016

Data-analytically derived flexible HbA1c thresholds for type 2 diabetes mellitus diagnostic.
Artif. Intell. Research, 2016

A Hybrid Feature Selection With Ensemble Classification for Imbalanced Healthcare Data: A Case Study for Brain Tumor Diagnosis.
IEEE Access, 2016

ECG Reduction for Wearable Sensor.
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

Socioeconomic status, age and heart rate variability in a Bangladeshi community.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Identifying depressed patients with and without suicidal ideation by finger photo-plethysmography.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Heart rate independent QT variability component can detect subclinical cardiac autonomic neuropathy in diabetes.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

A Heuristic Gene Regulatory Networks Model for Cardiac Function and Pathology.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Missing Data Imputation for Individualised CVD Diagnostic and Treatment.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Reduced QT Variability and increased QT/RR slope in ECG signals of Depressed Patients with Suicidal Ideation.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Detection of Congestive Heart Failure using Renyi Entropy.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

A Genetic Algorithm-Neural Network Wrapper Approach for Bundle Branch Block Detection.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015
Multiscale analysis of tortuosity in retinal images using wavelets and fractal methods.
Pattern Recognit. Lett., 2015

A Comparison of Nonlinear Measures for the Detection of Cardiac Autonomic Neuropathy from Heart Rate Variability.
Entropy, 2015

Addressing the Complexities of Big Data Analytics in Healthcare: The Diabetes Screening Case.
Australas. J. Inf. Syst., 2015

Diagnostic with incomplete nominal/discrete data.
Artif. Intell. Research, 2015

Multi-lag HRV analysis discriminates disease progression of post-infarct people with no diabetes versus diabetes.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Multiscale Renyi Entropy and Cardiac Autonomic Neuropathy.
Proceedings of the 20th International Conference on Control Systems and Computer Science, 2015

Endurance Exercise Improves Heart Rate Complexity in the Presence of Vagal Withdrawal in Young Adults.
Proceedings of the Computing in Cardiology, 2015

Reduced Variability in Pulse Wave Velocity and Heart Rate in Depressed Patients with Suicidal Ideation.
Proceedings of the Computing in Cardiology, 2015

Is a Short Re-Feeding Program Effective in Reducing Adverse Cardiac Events in Eating Disorder Patients?
Proceedings of the Computing in Cardiology, 2015

Changes in Heart Rate Circadian Rhythm following Exercise in Middle-Aged Men.
Proceedings of the Computing in Cardiology, 2015

2014
ECG Biometric with Abnormal Cardiac Conditions in Remote Monitoring System.
IEEE Trans. Syst. Man Cybern. Syst., 2014

Using meta-regression data mining to improve predictions of performance based on heart rate dynamics for Australian football.
Appl. Soft Comput., 2014

Principal component analysis of heart rate variability data in assessing cardiac autonomic neuropathy.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Automatic Diabetic Retinopathy detection using BossaNova representation.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Relationship between Heart Rate Variability and angiotensinogen gene polymorphism in diabetic and control individuals.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Effect of gender and diabetes on major depressive disorder using heart rate asymmetry.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Human balance responses to perturbations in the horizontal plane.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Visualization methods for assisting detection of cardiovascular neuropathy.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Multiscale Cardiovascular Autonomic Modulation Following Treatment in Patients with Anorexia Nervosa.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Analysing Cardiac Autonomic Neuropathy in Diabetes using Electrocardiogram-derived Systolic-Diastolic Interval Interactions.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Automated Selection of Measures of Heart Rate Variability for Detection of Early Cardiac Autonomic Neuropathy.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013
Assessing the Need for Referral in Automatic Diabetic Retinopathy Detection.
IEEE Trans. Biomed. Engineering, 2013

Risk stratification of cardiac autonomic neuropathy based on multi-lag Tone-Entropy.
Med. Biol. Engineering and Computing, 2013

Empirical Investigation of Decision Tree Ensembles for Monitoring Cardiac Complications of Diabetes.
IJDWM, 2013

Predicting cardiac autonomic neuropathy category for diabetic data with missing values.
Comp. in Bio. and Med., 2013

An approach for Ewing test selection to support the clinical assessment of cardiac autonomic neuropathy.
Artif. Intell. Medicine, 2013

Multivariate Data-Driven Decision Guidance for clinical scientists.
Proceedings of the Workshops Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Complexity of heart rate variability in type 2 diabetes - effect of hyperglycemia.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Evaluating cardiovascular risk using the tone-entropy algorithm.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Using renyi entropy to detect early cardiac autonomic neuropathy.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Richardson's Method of Segment Counting versus Box-Counting.
Proceedings of the 19th International Conference on Control Systems and Computer Science, 2013

Neurons of the Human Dentate Nucleus: Box-Count Method in the Quantitative Analysis of Cell Morphology.
Proceedings of the 19th International Conference on Control Systems and Computer Science, 2013

The Effect of Automated Preprocessing of RR Interval Tachogram on Discrimination Capability of Heart Rate Variability Parameters.
Proceedings of the Computing in Cardiology, 2013

Time-series Network Analysis for Detecting Cardiac Autonomic Neuropathy using RR Interval Data.
Proceedings of the Computing in Cardiology, 2013

Association of Ankle Brachial Pressure Index with Heart Rate Variability in a Rural Screening Clinic.
Proceedings of the Computing in Cardiology, 2013

Detection of Cardiac Autonomic Neuropathy using Linear Parametric Modeling of QT dynamics.
Proceedings of the Computing in Cardiology, 2013

2012
QT Variability Index Changes With Severity of Cardiovascular Autonomic Neuropathy.
IEEE Trans. Inf. Technol. Biomed., 2012

Points of Interest and Visual Dictionaries for Automatic Retinal Lesion Detection.
IEEE Trans. Biomed. Engineering, 2012

Retinal Image Quality Analysis for Automatic Diabetic Retinopathy Detection.
Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012

Detection of CAN by Ensemble Classifiers Based on Ripple Down Rules.
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2012

Empirical Study of Decision Trees and Ensemble Classifiers for Monitoring of Diabetes Patients in Pervasive Healthcare.
Proceedings of the 15th International Conference on Network-Based Information Systems, 2012

Identifying increased risk of post-infarct people with diabetes using multi-lag Tone-Entropy analysis.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Empirical investigation of consensus clustering for large ECG data sets.
Proceedings of CBMS 2012, 2012

Data fusion for multi-lesion Diabetic Retinopathy detection.
Proceedings of CBMS 2012, 2012

Improving Classi cations for Cardiac Autonomic Neuropathy Using Multi-level Ensemble Classi ers and Feature Selection Based.
Proceedings of the Tenth Australasian Data Mining Conference, AusDM 2012, Sydney, 2012

2011
Visualisation in biomedicine as a means of data evaluation.
J. Vis., 2011

Machine learning and pattern classification in identification of indigenous retinal pathology.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Cortical response to psycho-physiological changes in auto-adaptive robot assisted gait training.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Feature Selection using Misclassification Counts.
Proceedings of the Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, 2011

2009
Mathematical modelling of neuronal dendritic branching patterns in two dimensions: application to retinal ganglion cells in the cat and rat.
Biological Cybernetics, 2009

2008
AWSum-Combining Classification with Knowledge Aquisition.
Int. J. Software and Informatics, 2008

Automated classification reveals morphological factors associated with dementia.
Appl. Soft Comput., 2008

Diabetes Screening Database - A Comprehensive Electronic Patient Record for Global Risk Assessment in a Rural Community.
Proceedings of the First International Conference on Health Informatics, 2008

Microglia Modelling and Analysis using L-Systems Grammar.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

2006
Retinal vessel segmentation using the 2-D Gabor wavelet and supervised classification.
IEEE Trans. Med. Imaging, 2006

2005
Retinal Vessel Segmentation Using the 2-D Morlet Wavelet and Supervised Classification
CoRR, 2005

Automated Classification of Dementia Subtypes from Post-mortem Cortex Images.
Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

2004
Image Processing of Finite Size Rat Retinal Ganglion Cells Using Multifractal and Local Connected Fractal Analysis.
Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

2003
Blood Vessels Segmentation in Non-Mydriatic Images Using Wavelets and Statistical Classi.ers.
Proceedings of the 16th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2003), 2003

2002
A Comparison of Machine Learning Approaches for the Automated Classification of Dementia.
Proceedings of the AI 2002: Advances in Artificial Intelligence, 2002

2001
Blood Vessels Segmentation in Retina: Preliminary Assessment of the Mathematical Morphology and of the Wavelet Transform Techniques.
Proceedings of the 14th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2001), 2001


  Loading...