Herbert F. Jelinek
Orcid: 0000-0002-1573-3659Affiliations:
- Charles Sturt University, Albury, NSW, Australia
According to our database1,
Herbert F. Jelinek
authored at least 129 papers
between 2001 and 2023.
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Bibliography
2023
Multisensed Emotions as Adaptation Controllers in Human-to-Serious NeuroGames Communication.
IEEE Commun. Mag., October, 2023
Enhancing Paediatric Rehabilitation Through Data-Driven Sensory Integration and Interactive Engagement.
Proceedings of the 15th International Conference on Innovations in Information Technology, 2023
Oxidative Stress Biomarkers in Predictive Multi-Class Modeling of Depression Severity with Diabetes Mellitus, Cardiovascular Disease and Hypertension Comorbidity.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Multiscale Diffusion Entropy Analysis for the Detection of Crucial Events in Cardiac Pathology.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Classification of children with ADHD through task-related EEG recordings via Swarm-Decomposition-based Phase Locking Value.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Heart Failure Assessment Using Multiparameter Polar Representations and Deep Learning.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Machine Learning for the Prediction of Depression Progression from Inflammation Markers.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the Computing in Cardiology, 2023
Proceedings of the Computing in Cardiology, 2023
Risk of Post-Percutaneous Coronary Intervention Adverse Cardiac Events: What Does the Autonomic Nervous Systems Have to Do with It?
Proceedings of the Computing in Cardiology, 2023
Heart Rate Variability Differentiates Between Vasovagal Syncope and Palpitation Related Fainting.
Proceedings of the Computing in Cardiology, 2023
Proceedings of the Computing in Cardiology, 2023
Oxidative Stress Markers Identify Cardiac Autonomic Neuropathy Progression: Applying Machine Learning Methods.
Proceedings of the Computing in Cardiology, 2023
Complex Correlation Method Identifies Efficacy of One-week Mindfulness Training in College Students.
Proceedings of the Computing in Cardiology, 2023
Artificial Neural Network for Predicting Cardiovascular Autonomic Reflex Tests from Inflammatory Markers.
Proceedings of the Computing in Cardiology, 2023
2022
Wearable Blood Pressure Sensing Based on Transmission Coefficient Scattering for Microstrip Patch Antennas.
Sensors, 2022
The Incremental Development of a Diabetes 2 Knowledge Base System using Ripple Down Rules.
Proceedings of the 26th Pacific Asia Conference on Information Systems, 2022
MultiGRehab: Developing a Multimodal Biosignals Acquisition and Analysis Framework for Personalizing Stroke and Cardiac Rehabilitation based on Adaptive Serious Games.
Proceedings of the IEEE International Conference on Digital Health, 2022
A Generalized Framework for the Assessment of Various Configurations of Cable-Driven Mobile Lower Limb Rehabilitation Exoskeletons.
Proceedings of the ICBET 2022: 12th International Conference on Biomedical Engineering and Technology, Tokyo, Japan, April 20, 2022
Heart Rate Variability Analysis Reveals a Non-monotonic Relationship Between Humanin Concentration and Cardiac Autonomic Regulation.
Proceedings of the Computing in Cardiology, 2022
Effects of Beta-Blocker on Heart Rate Variability in Heart Failure with Preserved Ejection Fraction.
Proceedings of the Computing in Cardiology, 2022
Multimodal Analysis of Physiological Signals for Wearable-Based Emotion Recognition Using Machine Learning.
Proceedings of the Computing in Cardiology, 2022
2021
Estimating Left Ventricle Ejection Fraction Levels Using Circadian Heart Rate Variability Features and Support Vector Regression Models.
IEEE J. Biomed. Health Informatics, 2021
Reliability of heart-rate-variability features derived from ultra-short ECG recordings and their validity in the assessment of cardiac autonomic neuropathy.
Biomed. Signal Process. Control., 2021
Revisiting Left Ventricular Ejection Fraction Levels: A Circadian Heart Rate Variability-Based Approach.
IEEE Access, 2021
Determination of Heart Rate Changes using Simulated Head Up Tilt Test for Syncope Patient Assessment.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
A Comparative Study of Arousal and Valence Dimensional Variations for Emotion Recognition Using Peripheral Physiological Signals Acquired from Wearable Sensors<sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Emotion Recognition in the Wild from Long-term Heart Rate Recording using Wearable Sensor and Deep Learning Ensemble Classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
2020
A Clustering-Based Multi-Layer Distributed Ensemble for Neurological Diagnostics in Cloud Services.
IEEE Trans. Cloud Comput., 2020
Investigating Circadian Heart Rate Variability in Coronary Artery Disease Patients with Various Degrees of Left Ventricle Ejection Fraction.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the DSAI 2020: 9th International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion, 2020
Smartphone-based Biofeedback Games for Shielding of Immune System against COVID-19: The CovidShield Game Suite design approach.
Proceedings of the DSAI 2020: 9th International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion, 2020
NeuroSky Mindwave Mobile Headset 2 as an Intervention for Reduction of Stress and Anxiety Measured With Pulse Rate Variability.
Proceedings of the Computing in Cardiology, 2020
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
Proceedings of the 46th Computing in Cardiology, 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
IEEE Trans. Biomed. Circuits Syst., 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
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
Proceedings of the Australasian Computer Science Week Multiconference, 2018
2017
IEEE J. Biomed. Health Informatics, 2017
A count data model for heart rate variability forecasting and premature ventricular contraction detection.
Signal Image Video Process., 2017
Medical Biol. Eng. Comput., 2017
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
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.
Comput. Biol. Medicine, 2016
Data-analytically derived flexible HbA1c thresholds for type 2 diabetes mellitus diagnostic.
Artif. Intell. Res., 2016
A Hybrid Feature Selection With Ensemble Classification for Imbalanced Healthcare Data: A Case Study for Brain Tumor Diagnosis.
IEEE Access, 2016
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016
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
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
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
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
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
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
Proceedings of the Computing in Cardiology, 2015
2014
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
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
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
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
IEEE Trans. Biomed. Eng., 2013
Medical Biol. Eng. Comput., 2013
Empirical Investigation of Decision Tree Ensembles for Monitoring Cardiac Complications of Diabetes.
Int. J. Data Warehous. Min., 2013
Predicting cardiac autonomic neuropathy category for diabetic data with missing values.
Comput. Biol. Medicine, 2013
An approach for Ewing test selection to support the clinical assessment of cardiac autonomic neuropathy.
Artif. Intell. Medicine, 2013
Proceedings of the Workshops Proceedings of the 29th IEEE International Conference on Data Engineering, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
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
IEEE Trans. Inf. Technol. Biomed., 2012
IEEE Trans. Biomed. Eng., 2012
Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012
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
Proceedings of CBMS 2012, 2012
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
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
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.
Biol. Cybern., 2009
2008
Int. J. Softw. Informatics, 2008
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. Medical Imaging, 2006
2005
Retinal Vessel Segmentation Using the 2-D Morlet Wavelet and Supervised Classification
CoRR, 2005
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