Blood Vessels Segmentation in Retina: Preliminary Assessment of the Mathematical Morphology and of the Wavelet Transform Techniques. - Jorge J. G. Leandro; Roberto Marcondes Cesar Junior; Herbert F. Jelinek (SIBGRAPI, 2001)

A Comparison of Machine Learning Approaches for the Automated Classification of Dementia. - Herbert F. Jelinek; David Cornforth; Patricia Waley; Eduardo Fernández 001; Wayne Robinson (Australian Joint Conference on Artificial Intelligence, 2002)

Blood Vessels Segmentation in Non-Mydriatic Images Using Wavelets and Statistical Classi.ers. - Jorge J. G. Leandro; João V. B. Soares; Roberto M. Cesar; Herbert F. Jelinek (SIBGRAPI, 2003)

Image Processing of Finite Size Rat Retinal Ganglion Cells Using Multifractal and Local Connected Fractal Analysis. - Herbert F. Jelinek; David Cornforth; Anthony J. Roberts; Gabriel Landini; Paul David Bourke; Antony W. Iorio (Australian Conference on Artificial Intelligence, 2004)

Automated Classification of Dementia Subtypes from Post-mortem Cortex Images. - David Cornforth; Herbert F. Jelinek (Australian Conference on Artificial Intelligence, 2005)

Retinal Vessel Segmentation Using the 2-D Morlet Wavelet and Supervised Classification - João V. B. Soares; Jorge J. G. Leandro; Roberto M. Cesar; Herbert F. Jelinek; Michael J. Cree (CoRR, 2005)

Retinal vessel segmentation using the 2-D Gabor wavelet and supervised classification. - João V. B. Soares; Jorge J. G. Leandro; Roberto M. Cesar; Herbert F. Jelinek; Michael J. Cree (IEEE Trans. Medical Imaging, 2006)

Microglia Modelling and Analysis using L-Systems Grammar. - Herbert F. Jelinek; Audrey Karperien (BIOSIGNALS (2), 2008)

Diabetes Screening Database - A Comprehensive Electronic Patient Record for Global Risk Assessment in a Rural Community. - E. Pecoul; Herbert F. Jelinek (HEALTHINF (2), 2008)

Automated classification reveals morphological factors associated with dementia. - David Cornforth; Herbert F. Jelinek (Appl. Soft Comput., 2008)

AWSum-Combining Classification with Knowledge Aquisition. - Anthony Quinn; Andrew Stranieri; John Yearwood; Gaudenz Hafen; Herbert F. Jelinek (Int. J. Softw. Informatics, 2008)

Mathematical modelling of neuronal dendritic branching patterns in two dimensions: application to retinal ganglion cells in the cat and rat. - Dusan Ristanovic; Nebojsa T. Milosevic; Herbert F. Jelinek; Ivan B. Stefanovic (Biol. Cybern., 2009)

Feature Selection using Misclassification Counts. - Adil M. Bagirov; Andrew Yatsko; Andrew Stranieri; Herbert F. Jelinek (AusDM, 2011)

Cortical response to psycho-physiological changes in auto-adaptive robot assisted gait training. - Herbert F. Jelinek; Katherine G. August; Mohammad Hasan Imam; Ahsan H. Khandoker; Alexander Koenig; Robert Riener (EMBC, 2011)

Machine learning and pattern classification in identification of indigenous retinal pathology. - Herbert F. Jelinek; Anderson Rocha 001; Tiago Jose de Carvalho; Siome Goldenstein; Jacques Wainer (EMBC, 2011)

Visualisation in biomedicine as a means of data evaluation. - Herbert F. Jelinek; David Cornforth; Karen Blackmore (J. Vis., 2011)

Improving Classi cations for Cardiac Autonomic Neuropathy Using Multi-level Ensemble Classi ers and Feature Selection Based. - Andrei V. Kelarev; Andrew Stranieri; John Yearwood; Jemal H. Abawajy; Herbert F. Jelinek (AusDM, 2012)

Data fusion for multi-lesion Diabetic Retinopathy detection. - Herbert Franz Jelinek; Ramon Pires; Rafael Padilha; Siome Goldenstein; Jacques Wainer; Terry Bossomaier; Anderson Rocha 001 (CBMS, 2012)

Empirical investigation of consensus clustering for large ECG data sets. - Andrei V. Kelarev; Andrew Stranieri; John Yearwood; Herbert F. Jelinek (CBMS, 2012)

Identifying increased risk of post-infarct people with diabetes using multi-lag Tone-Entropy analysis. - Chandan K. Karmakar; Herbert F. Jelinek; Ahsan Khandoker; Mikko Tulppo; Timo Mäkikallio; Antti Kiviniemi; Heikki Huikuri; Marimuthu Palaniswami (EMBC, 2012)

Empirical Study of Decision Trees and Ensemble Classifiers for Monitoring of Diabetes Patients in Pervasive Healthcare. - Andrei V. Kelarev; Andrew Stranieri; John Yearwood; Herbert F. Jelinek (NBiS, 2012)

Detection of CAN by Ensemble Classifiers Based on Ripple Down Rules. - Andrei V. Kelarev; Richard Dazeley; Andrew Stranieri; John Yearwood; Herbert F. Jelinek (PKAW, 2012)

Retinal Image Quality Analysis for Automatic Diabetic Retinopathy Detection. - Ramon Pires; Herbert F. Jelinek; Jacques Wainer; Anderson Rocha 001 (SIBGRAPI, 2012)

Points of Interest and Visual Dictionaries for Automatic Retinal Lesion Detection. - Anderson Rocha 001; Tiago Jose de Carvalho; Herbert F. Jelinek; Siome Goldenstein; Jacques Wainer (IEEE Trans. Biomed. Eng., 2012)

QT Variability Index Changes With Severity of Cardiovascular Autonomic Neuropathy. - Ahsan H. Khandoker; Mohammad Hasan Imam; Jean-Philippe Couderc; Marimuthu Palaniswami; Herbert F. Jelinek (IEEE Trans. Inf. Technol. Biomed., 2012)

Detection of Cardiac Autonomic Neuropathy using Linear Parametric Modeling of QT dynamics. - Mohammad Hasan Imam; Chandan K. Karmakar; Ahsan Khandoker; Herbert F. Jelinek; Marimuthu Palaniswami (CinC, 2013)

Association of Ankle Brachial Pressure Index with Heart Rate Variability in a Rural Screening Clinic. - Herbert F. Jelinek; Daswin De Silva; Frada Burstein; Andrew Stranieri; Kinda Khalaf; Ahsan H. Khandoker; Hayder Al-Aubaidy (CinC, 2013)

Time-series Network Analysis for Detecting Cardiac Autonomic Neuropathy using RR Interval Data. - Chandan K. Karmakar; Ahsan Khandoker; Herbert F. Jelinek; Marimuthu Palaniswami (CinC, 2013)

The Effect of Automated Preprocessing of RR Interval Tachogram on Discrimination Capability of Heart Rate Variability Parameters. - Faezeh Marzbanrad; Herbert F. Jelinek; Ethan Ng; Mikhail Tamayo; Brett D. Hambly; Craig McLachlan; Slade Matthews; Marimuthu Palaniswami; Ahsan Khandoker (CinC, 2013)

Neurons of the Human Dentate Nucleus: Box-Count Method in the Quantitative Analysis of Cell Morphology. - Dusica L. Maric; Neboja T. Miloevic; Herbert F. Jelinek; Katarina M. Rajkovic (CSCS, 2013)

Richardson's Method of Segment Counting versus Box-Counting. - Neboja T. Miloevic; Nemanja Rajkovic; Herbert F. Jelinek; Dusan Ristanovic (CSCS, 2013)

Using renyi entropy to detect early cardiac autonomic neuropathy. - David J. Cornforth; Mika P. Tarvainen; Herbert F. Jelinek (EMBC, 2013)

Evaluating cardiovascular risk using the tone-entropy algorithm. - Ahsan H. Khandoker; Herbert F. Jelinek (EMBC, 2013)

Complexity of heart rate variability in type 2 diabetes - effect of hyperglycemia. - Mika P. Tarvainen; David J. Cornforth; Pekka Kuoppa; Jukka Antero Lipponen; Herbert F. Jelinek (EMBC, 2013)

Multivariate Data-Driven Decision Guidance for clinical scientists. - Frada Burstein; Daswin De Silva; Herbert F. Jelinek; Andrew Stranieri (ICDE Workshops, 2013)

An approach for Ewing test selection to support the clinical assessment of cardiac autonomic neuropathy. - Andrew Stranieri; Jemal H. Abawajy; Andrei V. Kelarev; Md. Shamsul Huda; Morshed U. Chowdhury; Herbert F. Jelinek (Artif. Intell. Medicine, 2013)

Predicting cardiac autonomic neuropathy category for diabetic data with missing values. - Jemal H. Abawajy; Andrei V. Kelarev; Morshed U. Chowdhury; Andrew Stranieri; Herbert F. Jelinek (Comput. Biol. Medicine, 2013)

Empirical Investigation of Decision Tree Ensembles for Monitoring Cardiac Complications of Diabetes. - Andrei V. Kelarev; Jemal H. Abawajy; Andrew Stranieri; Herbert F. Jelinek (Int. J. Data Warehous. Min., 2013)

Risk stratification of cardiac autonomic neuropathy based on multi-lag Tone-Entropy. - Chandan K. Karmakar; Ahsan H. Khandoker; Herbert F. Jelinek; Marimuthu Palaniswami (Medical Biol. Eng. Comput., 2013)

Assessing the Need for Referral in Automatic Diabetic Retinopathy Detection. - Ramon Pires; Herbert F. Jelinek; Jacques Wainer; Siome Goldenstein; Eduardo Valle; Anderson Rocha 001 (IEEE Trans. Biomed. Eng., 2013)

Automated Selection of Measures of Heart Rate Variability for Detection of Early Cardiac Autonomic Neuropathy. - David Cornforth; Mika P. Tarvainen; Herbert F. Jelinek (CinC, 2014)

Analysing Cardiac Autonomic Neuropathy in Diabetes using Electrocardiogram-derived Systolic-Diastolic Interval Interactions. - Mohammad Hasan Imam; Chandan K. Karmakar; Ahsan Khandoker; Herbert F. Jelinek; Marimuthu Palaniswami (CinC, 2014)

Multiscale Cardiovascular Autonomic Modulation Following Treatment in Patients with Anorexia Nervosa. - Herbert F. Jelinek; David J. Cornforth; S. P. Lam; Jan Russell; Ian Spence (CinC, 2014)

Visualization methods for assisting detection of cardiovascular neuropathy. - David J. Cornforth; Mika P. Tarvainen; Herbert F. Jelinek (EMBC, 2014)

Human balance responses to perturbations in the horizontal plane. - Michael Fritschi; Herbert F. Jelinek; Tim McGloughlin; Kinda Khalaf; Ahsan H. Khandoker; Heike Vallery (EMBC, 2014)

Effect of gender and diabetes on major depressive disorder using heart rate asymmetry. - Chandan K. Karmakar; Herbert F. Jelinek; Paul Warner; Ahsan H. Khandoker; Marimuthu Palaniswami (EMBC, 2014)

Relationship between Heart Rate Variability and angiotensinogen gene polymorphism in diabetic and control individuals. - Faezeh Marzbanrad; Brett D. Hambly; Ethan Ng; Mikhail Tamayo; Slade Matthews; Chandan K. Karmakar; Ahsan H. Khandoker; Marimuthu Palaniswami; Herbert F. Jelinek (EMBC, 2014)

Automatic Diabetic Retinopathy detection using BossaNova representation. - Ramon Pires; Sandra Avila; Herbert F. Jelinek; Jacques Wainer; Eduardo Valle; Anderson Rocha 001 (EMBC, 2014)

Principal component analysis of heart rate variability data in assessing cardiac autonomic neuropathy. - Mika P. Tarvainen; David J. Cornforth; Herbert F. Jelinek (EMBC, 2014)

Using meta-regression data mining to improve predictions of performance based on heart rate dynamics for Australian football. - Herbert F. Jelinek; Andrei V. Kelarev; Dean J. Robinson; Andrew Stranieri; David Cornforth (Appl. Soft Comput., 2014)

ECG Biometric with Abnormal Cardiac Conditions in Remote Monitoring System. - Khairul Azami Sidek; Ibrahim Khalil 001; Herbert F. Jelinek (IEEE Trans. Syst. Man Cybern. Syst., 2014)

Changes in Heart Rate Circadian Rhythm following Exercise in Middle-Aged Men. - Herbert F. Jelinek; Chandan K. Karmakar; Antti Kiviniemi; Mikko Tulppo; Timo Mäkikallio; Arto J. Hautala; Heikki Huikuri; Ahsan H. Khandoker; Marimuthu Palaniswami (CinC, 2015)

Is a Short Re-Feeding Program Effective in Reducing Adverse Cardiac Events in Eating Disorder Patients? - Herbert F. Jelinek; Mika P. Tarvainen; David J. Cornforth; Ian Spence; Jan Russell (CinC, 2015)

Reduced Variability in Pulse Wave Velocity and Heart Rate in Depressed Patients with Suicidal Ideation. - Ahsan H. Khandoker; Veena Luthra; Yousef Abou Allaban; Raqibul Mostafa; Nayeefa Chowdhury; Khawza I. Ahmed; Simanto Saha; Herbert F. Jelinek (CinC, 2015)

Endurance Exercise Improves Heart Rate Complexity in the Presence of Vagal Withdrawal in Young Adults. - Steven Perkins; Herbert F. Jelinek; Beverlie de Jong; David Cornforth; Mika P. Tarvainen; Hayder Al-Aubaidy (CinC, 2015)

Multiscale Renyi Entropy and Cardiac Autonomic Neuropathy. - Herbert F. Jelinek; David J. Cornforth; Mika P. Tarvainen; Neboja T. Miloevic (CSCS, 2015)

Multi-lag HRV analysis discriminates disease progression of post-infarct people with no diabetes versus diabetes. - Chandan K. Karmakar; Herbert F. Jelinek; Ahsan Khandoker; Mikko Tulppo; Timo Mäkikallio; Antti Kiviniemi; Heikki Huikuri; Marimuthu Palaniswami (EMBC, 2015)

Diagnostic with incomplete nominal/discrete data. - Herbert F. Jelinek; Andrew Yatsko; Andrew Stranieri; Sitalakshmi Venkatraman; Adil M. Bagirov (Artif. Intell. Res., 2015)

Addressing the Complexities of Big Data Analytics in Healthcare: The Diabetes Screening Case. - Daswin De Silva; Frada Burstein; Herbert F. Jelinek; Andrew Stranieri (Australas. J. Inf. Syst., 2015)

A Comparison of Nonlinear Measures for the Detection of Cardiac Autonomic Neuropathy from Heart Rate Variability. - David Cornforth; Herbert F. Jelinek; Mika P. Tarvainen (Entropy, 2015)

Multiscale analysis of tortuosity in retinal images using wavelets and fractal methods. - Michael Mayrhofer-Reinhartshuber; David J. Cornforth; Helmut Ahammer; Herbert F. Jelinek (Pattern Recognit. Lett., 2015)

A Genetic Algorithm-Neural Network Wrapper Approach for Bundle Branch Block Detection. - Ragheed Allami; Andrew Stranieri; Herbert F. Jelinek; Venki Balasubramanian (CinC, 2016)

Detection of Congestive Heart Failure using Renyi Entropy. - David Cornforth; Herbert F. Jelinek (CinC, 2016)

Reduced QT Variability and increased QT/RR slope in ECG signals of Depressed Patients with Suicidal Ideation. - Ahsan Khandoker; Veena Luthra; Yousef Abouallaban; Mohammad Hasan Imam; Nayeefa Chowdhury; Herbert F. Jelinek (CinC, 2016)

Missing Data Imputation for Individualised CVD Diagnostic and Treatment. - Sitalakshmi Venkatraman; Andrew Yatsko; Andrew Stranieri; Herbert F. Jelinek (CinC, 2016)

A Heuristic Gene Regulatory Networks Model for Cardiac Function and Pathology. - Armita Zarnegar; Peter Vamplew 001; Andrew Stranieri; Herbert F. Jelinek (CinC, 2016)

Heart rate independent QT variability component can detect subclinical cardiac autonomic neuropathy in diabetes. - Mohammad Hasan Imam; Chandan K. Karmakar; Ahsan H. Khandoker; Herbert F. Jelinek; Marimuthu Palaniswami (EMBC, 2016)

Identifying depressed patients with and without suicidal ideation by finger photo-plethysmography. - Ahsan H. Khandoker; Veena Luthra; Yousef Abou Allaban; Simanto Saha; Khawza I. Ahmed; Raqibul Mostafa; Nayeefa Chowdhury; Herbert F. Jelinek (EMBC, 2016)

Socioeconomic status, age and heart rate variability in a Bangladeshi community. - Nishat E.-Sharmin Trisha; Herbert F. Jelinek; Mika P. Tarvainen; David J. Cornforth; Dewan S. Alam; Megan Smith (EMBC, 2016)

ECG Reduction for Wearable Sensor. - Ragheed Allami; Andrew Stranieri; Venki Balasubramanian; Herbert F. Jelinek (SITIS, 2016)

A Hybrid Feature Selection With Ensemble Classification for Imbalanced Healthcare Data: A Case Study for Brain Tumor Diagnosis. - Md. Shamsul Huda; John Yearwood; Herbert F. Jelinek; Mohammad Mehedi Hassan; Giancarlo Fortino; Michael Buckland (IEEE Access, 2016)

Data-analytically derived flexible HbA1c thresholds for type 2 diabetes mellitus diagnostic. - Andrew Stranieri; Andrew Yatsko; Herbert F. Jelinek; Sitalakshmi Venkatraman (Artif. Intell. Res., 2016)

Data analytics identify glycated haemoglobin co-markers for type 2 diabetes mellitus diagnosis. - Herbert F. Jelinek; Andrew Stranieri; Andrew Yatsko; Sitalakshmi Venkatraman (Comput. Biol. Medicine, 2016)

Enhancing Predictive Accuracy of Cardiac Autonomic Neuropathy Using Blood Biochemistry Features and Iterative Multitier Ensembles. - Jemal H. Abawajy; Andrei V. Kelarev; Morshed U. Chowdhury; Herbert F. Jelinek (IEEE J. Biomed. Health Informatics, 2016)

Detecting Subclinical Diabetic Cardiac Autonomic Neuropathy by Analyzing Ventricular Repolarization Dynamics. - Mohammad Hasan Imam; Chandan K. Karmakar; Herbert F. Jelinek; Marimuthu Palaniswami; Ahsan H. Khandoker (IEEE J. Biomed. Health Informatics, 2016)

Methodological Comparisons of Heart Rate Variability Analysis in Patients With Type 2 Diabetes and Angiotensin Converting Enzyme Polymorphism. - Faezeh Marzbanrad; Ahsan H. Khandoker; Brett D. Hambly; Ethan Ng; Michael Tamayo; Yaxin Lu; Slade Matthews; Chandan K. Karmakar; Marimuthu Palaniswami; Herbert F. Jelinek; Craig McLachlan (IEEE J. Biomed. Health Informatics, 2016)

Atrial Fibrillation Analysis for Real Time Patient Monitoring. - Ragheed Allami; Andrew Stranieri; Faezeh Marzbanrad; Venki Balasubramanian; Herbert F. Jelinek (CinC, 2017)

Spatial Characterization of Hypertension Clusters using a Rural Australian Clinical Database. - Rachel Whitsed; Ana Horta; Faezeh Marzbanrad; Herbert F. Jelinek (CinC, 2017)

Box-Counting Method in Quantitative Analysis of Images of the Brain. - Nebojsa T. Milosevic; Antonio Di Ieva; Herbert F. Jelinek; Nemanja Rajkovic (CSCS, 2017)

Predicting depressed patients with suicidal ideation from ECG recordings. - Ahsan H. Khandoker; Veena Luthra; Yousef Abouallaban; Simanto Saha; Khawza I. Ahmed; Raqibul Mostafa; Nayeefa Chowdhury; Herbert F. Jelinek (Medical Biol. Eng. Comput., 2017)

A count data model for heart rate variability forecasting and premature ventricular contraction detection. - Ragheed Allami; Andrew Stranieri; Venki Balasubramanian; Herbert F. Jelinek (Signal Image Video Process., 2017)

Beyond Lesion-Based Diabetic Retinopathy: A Direct Approach for Referral. - Ramon Pires; Sandra Eliza Fontes de Avila; Herbert F. Jelinek; Jacques Wainer; Eduardo Valle; Anderson Rocha 001 (IEEE J. Biomed. Health Informatics, 2017)

Data analytics to select markers and cut-off values for clinical scoring. - Andrew Stranieri; Andrew Yatsko; Sitalakshmi Venkatraman; Herbert F. Jelinek (ACSW, 2018)

Incoherent Synchronization Between Resting State Respiratory Sinus Arrhythmia and Respiratory Movement in Depressed Patients With Suicidal Ideation. - Ahsan Khandoker; Veena Luthra; Yousef Abouallaban; Namareq Widatalla; Herbert F. Jelinek; Kyuichi Niizeki; Leontios J. Hadjileontiadis (CinC, 2018)

Complexity and Entropy of Knee Kinematics in a Joint Reposition Test: Effect of Strapping and Kinesiology Taping. - Luke A. Donnan; Manoranjan Paul; Liam Crowley; Kilian Felesimo; Herbert F. Jelinek (DICTA, 2018)

Relationship Between Angiotensin Converting Enzyme Gene and Cardiac Autonomic Neuropathy Among Australian Population. - Ahmad Shaker Abdalrada; Jemal H. Abawajy; Morshed U. Chowdhury; Sutharshan Rajasegarar; Tahsien Al-Quraishi; Herbert F. Jelinek (SCDM, 2018)

Minimal ensemble based on subset selection using ECG to diagnose categories of CAN. - Jemal H. Abawajy; Andrei V. Kelarev; Xun Yi; Herbert F. Jelinek (Comput. Methods Programs Biomed., 2018)

Multistage fusion approaches based on a generative model and multivariate exponentially weighted moving average for diagnosis of cardiovascular autonomic nerve dysfunction. - Mohammad Mehedi Hassan; Md. Shamsul Huda; John Yearwood; Herbert F. Jelinek; Ahmad Almogren (Inf. Fusion, 2018)

A Nanowatt Real-Time Cardiac Autonomic Neuropathy Detector. - Temesghen Tekeste; Hani H. Saleh; Baker Mohammad; Ahsan Khandoker; Herbert F. Jelinek; Mohammed Ismail 001 (IEEE Trans. Biomed. Circuits Syst., 2018)

Comparing Pixel N-grams and Bag of Visual Word Features for the Classification of Diabetic Retinopathy. - Pradnya Kulkarni; Andrew Stranieri; Herbert F. Jelinek (ACSW, 2019)

Integrating Biological Heuristics and Gene Expression Data for Gene Regulatory Network Inference. - Armita Zarnegar; Herbert F. Jelinek; Peter Vamplew 001; Andrew Stranieri (ACSW, 2019)

What Can Tone and Entropy Tell Us About Risk of Cardiovascular Diseases? - Ahsan H. Khandoker; Yahya Al Zaabi; Herbert F. Jelinek (CinC, 2019)

Proprioception and Postural Stability of the Young Adult Human: Multifractal Analysis. - Nebojsa T. Milosevic; Herbert F. Jelinek; Nemanja Rajkovic; Luke A. Donnan (CSCS, 2019)

Singular value decomposition entropy as a measure of ankle dynamics efficacy in a Y-balance test following supportive lower limb taping. - Herbert F. Jelinek; Luke A. Donnan; Ahsan H. Khandoker (EMBC, 2019)

Investigation of Linear and Nonlinear Properties of a Heartbeat Time Series Using Multiscale Rényi Entropy. - Herbert F. Jelinek; David J. Cornforth; Mika P. Tarvainen; Kinda Khalaf (Entropy, 2019)

NeuroSky Mindwave Mobile Headset 2 as an Intervention for Reduction of Stress and Anxiety Measured With Pulse Rate Variability. - Habshi Al-Kaf; Ahsan Khandoker; Kinda Khalaf; Herbert F. Jelinek (CinC, 2020)

Smartphone-based Biofeedback Games for Shielding of Immune System against COVID-19: The CovidShield Game Suite design approach. - Sofia B. Dias; Pedro Silva; Ilias Chrysovergis; Vasileios S. Charisis; Georgios Tsoumalis; Zafeirios Bampos; Athanasios Papazoglou; Dimitrios Iakovakis; Stelios Hadjidimitriou; Leontios J. Hadjileontiadis; Herbert F. Jelinek (DSAI, 2020)

CovidSense: A Smartphone-based Initiative for Fighting COVID-19 Spreading. - Georgios Tsoumalis; Zafeirios Bampos; Athanasios Papazoglou; Dimitrios Iakovakis; Stelios Hadjidimitriou; Georgios K. Apostolidis; Vasileios S. Charisis; Herbert F. Jelinek; Ahsan Khandoker; Kinda Khalaf; Ernesto Damiani; Leontios J. Hadjileontiadis (DSAI, 2020)

Investigating Circadian Heart Rate Variability in Coronary Artery Disease Patients with Various Degrees of Left Ventricle Ejection Fraction. - Mohanad Alkhodari; Herbert F. Jelinek; Naoufel Werghi; Leontios J. Hadjileontiadis; Ahsan H. Khandoker (EMBC, 2020)

A Clustering-Based Multi-Layer Distributed Ensemble for Neurological Diagnostics in Cloud Services. - Morshed U. Chowdhury; Jemal H. Abawajy; Andrei Kelarev; Herbert F. Jelinek (IEEE Trans. Cloud Comput., 2020)

Emotion Recognition in the Wild from Long-term Heart Rate Recording using Wearable Sensor and Deep Learning Ensemble Classification. - Sara A. Nasrat; Uichin Lee; M. Sami Zitouni; Ahsan H. Khandoker; Soowon Kang; Herbert F. Jelinek (BIBM, 2021)

Prediction of LVEF using BiLSTM and Swarm Decomposition-based 24-h HRV Components. - Mohanad Alkhodari; Georgios K. Apostolidis; Herbert F. Jelinek; Leontios J. Hadjileontiadis; Ahsan H. Khandoker (CISP-BMEI, 2021)

The Effectiveness of Point-of-Care Testing with Intervention in Psychopathology: A Pilot Study. - Mohammed Sakib Ihsan Khan; Leontios J. Hadjileontiadis; David J. Cornforth; Jon Drummond; Herbert F. Jelinek (CISP-BMEI, 2021)

A Comparative Study of Arousal and Valence Dimensional Variations for Emotion Recognition Using Peripheral Physiological Signals Acquired from Wearable Sensors*. - Feryal A. Alskafi; Ahsan H. Khandoker; Herbert F. Jelinek (EMBC, 2021)

Determination of Heart Rate Changes using Simulated Head Up Tilt Test for Syncope Patient Assessment. - Dahlia Hassan; Dominik Wehler; Robert Krones; Kinda Khalaf; Helmut Ahammer; Herbert F. Jelinek (EMBC, 2021)

Revisiting Left Ventricular Ejection Fraction Levels: A Circadian Heart Rate Variability-Based Approach. - Mohanad Alkhodari; Herbert F. Jelinek; Shiza Saleem; Leontios J. Hadjileontiadis; Ahsan H. Khandoker (IEEE Access, 2021)

Reliability of heart-rate-variability features derived from ultra-short ECG recordings and their validity in the assessment of cardiac autonomic neuropathy. - Dominik Wehler; Herbert F. Jelinek; Adrian Gronau; Niels Wessel; Jan F. Kraemer; Robert Krones; Thomas Penzel (Biomed. Signal Process. Control., 2021)

Estimating Left Ventricle Ejection Fraction Levels Using Circadian Heart Rate Variability Features and Support Vector Regression Models. - Mohanad Alkhodari; Herbert F. Jelinek; Naoufel Werghi; Leontios J. Hadjileontiadis; Ahsan H. Khandoker (IEEE J. Biomed. Health Informatics, 2021)

Multimodal Analysis of Physiological Signals for Wearable-Based Emotion Recognition Using Machine Learning. - Feryal A. Alskafi; Ahsan H. Khandoker; Uichin Lee; Cheul Young Park; Herbert F. Jelinek (CinC, 2022)

Effects of Beta-Blocker on Heart Rate Variability in Heart Failure with Preserved Ejection Fraction. - Shiza Saleem; Mohanad Alkhodari; Leontios J. Hadjileontiadis; Ahsan H. Khandoker; Herbert F. Jelinek (CinC, 2022)

Heart Rate Variability Analysis Reveals a Non-monotonic Relationship Between Humanin Concentration and Cardiac Autonomic Regulation. - Hibba Yousef; Ahsan H. Khandoker; Samuel F. Feng; Mika P. Tarvainen; Herbert F. Jelinek (CinC, 2022)

A Generalized Framework for the Assessment of Various Configurations of Cable-Driven Mobile Lower Limb Rehabilitation Exoskeletons. - Rajan Prasad; Kinda Khalaf; Mohammed Ismail Awad; Irfan Hussian; Herbert Franz Jelinek; Umer Huzaifa; Marwan El-Rich (ICBET, 2022)

MultiGRehab: Developing a Multimodal Biosignals Acquisition and Analysis Framework for Personalizing Stroke and Cardiac Rehabilitation based on Adaptive Serious Games. - Sofia B. Dias; Leontios J. Hadjileontiadis; Herbert F. Jelinek (ICDH, 2022)

The Incremental Development of a Diabetes 2 Knowledge Base System using Ripple Down Rules. - Adel Omar; Ghassan Beydoun; Khin Than Win; Herbert F. Jelinek (PACIS, 2022)

Wearable Blood Pressure Sensing Based on Transmission Coefficient Scattering for Microstrip Patch Antennas. - Mona K. El Abbasi; Mervat Madi; Herbert F. Jelinek; Karim Y. Kabalan (Sensors, 2022)

Cultivating Expertise: Unravelling Type 2 Diabetes Associations through Incremental Knowledge-Based System Development: Ripple Down Rules or Machine Learning. - Adel Omar; Ghassan Beydoun; Khin Than Win; Nagesh Shukla; Herbert F. Jelinek; Hector Elias (ACIS, 2023)

Artificial Neural Network for Predicting Cardiovascular Autonomic Reflex Tests from Inflammatory Markers. - Moustafa Abdelwanis; Shahmir Khan; Ammar Hummieda; Shayaan Syed; Karim Moawad; Maher Maalouf; Herbert F. Jelinek (CinC, 2023)

Complex Correlation Method Identifies Efficacy of One-week Mindfulness Training in College Students. - Fatimah M. Al-Ani; Shiza Saleem; Bayan S. Obeid; Yasser O. Kassar; Nadia Rabeh; Carl H. Kassab; Rajan R. K. Prasad; Herbert F. Jelinek; Zakia Dimassi (CinC, 2023)

Oxidative Stress Markers Identify Cardiac Autonomic Neuropathy Progression: Applying Machine Learning Methods. - Alaa Alqaryuti; Nadeen Faraj; Mohamed Abdelmagid; Maher Maalouf; Herbert F. Jelinek (CinC, 2023)

Brain-Heart Interactions Modulate EEG Activity During Elicited Emotional States. - Feryal A. Alskafi; Ahsan H. Khandoker; Faezeh Marzbanrad; Herbert F. Jelinek (CinC, 2023)

Heart Rate Variability Differentiates Between Vasovagal Syncope and Palpitation Related Fainting. - David J. Cornforth; Shiza Saleem; Helmut Ahammer; Robert Krones; Dominik Wehler; Herbert F. Jelinek (CinC, 2023)

Risk of Post-Percutaneous Coronary Intervention Adverse Cardiac Events: What Does the Autonomic Nervous Systems Have to Do with It? - Herbert F. Jelinek; Lama Rehman; Mika P. Tarvainen; Mohammed Andron (CinC, 2023)

Crucial Events Identify Emotion Granularity from Long-Term ECG Recordings. - Sara A. Nasrat; Ahsan Khandoker; Herbert F. Jelinek (CinC, 2023)

Optimizing Multiscale Entropy Analysis for the Detection of Cardiac Pathology. - Sara A. Nasrat; Ahsan Khandoker; Herbert F. Jelinek (CinC, 2023)

Machine Learning for the Prediction of Depression Progression from Inflammation Markers. - Hind Abdulla; Maher Maalouf; Herbert F. Jelinek (EMBC, 2023)

Heart Failure Assessment Using Multiparameter Polar Representations and Deep Learning. - Mohanad Alkhodari; Leontios J. Hadjileontiadis; Herbert F. Jelinek; Ahsan H. Khandoker (EMBC, 2023)

EEG-based Emotion Recognition Using Sub-Band Time-Delay Correlations. - Feryal A. Alskafi; Ahsan H. Khandoker; Faezeh Marzbanrad; Herbert F. Jelinek (EMBC, 2023)

Classification of children with ADHD through task-related EEG recordings via Swarm-Decomposition-based Phase Locking Value. - Efstratia Ganiti-Roumeliotou; Ioannis Ziogas; Charalampos Lamprou; Ghada Alhussein; Hessa Alfalahi; Aamna Al Shehhi; Sofia B. Dias; Herbert F. Jelinek; Thanos Stouraitis; Leontios J. Hadjileontiadis (EMBC, 2023)

Multiscale Diffusion Entropy Analysis for the Detection of Crucial Events in Cardiac Pathology. - Sara A. Nasrat; Korosh Mahmoodi; Ahsan H. Khandoker; Paolo Grigolini; Herbert F. Jelinek (EMBC, 2023)

Oxidative Stress Biomarkers in Predictive Multi-Class Modeling of Depression Severity with Diabetes Mellitus, Cardiovascular Disease and Hypertension Comorbidity. - Sara Zaidan; Firda Rahmadani; Maher Maalouf; Herbert F. Jelinek (EMBC, 2023)

Enhancing Paediatric Rehabilitation Through Data-Driven Sensory Integration and Interactive Engagement. - Doua Kosaji; Anas Chaari; Chihab Ezzaki; Hamza Mohammed; Sara Abumousa; Herbert F. Jelinek; Kinda Khalaf; Mohammad I. Awad (IIT, 2023)

Multisensed Emotions as Adaptation Controllers in Human-to-Serious NeuroGames Communication. - Sofia B. Dias; Herbert F. Jelinek; Leontios J. Hadjileontiadis (IEEE Commun. Mag., 2023)

Overcoming Data Scarcity: Strategic Data Manipulation in the Development of a Knowledge-Based System for Type 2 Diabetes Prediction. - Adel Omar; Ghassan Beydoun; Herbert F. Jelinek (ACIS, 2024)

Placebo Effect in Gameplay: Insights from Reddit Crowdsourcing Towards Intrinsic Behavior Understanding. - Efstratia Panagiotis Ganiti-Roumeliotou; Sofia B. Dias; Kinda Khalaf; Herbert F. Jelinek; Leontios J. Hadjileontiadis (DSAI, 2024)

Sound Meditation Improves Stress and Anxiety: Complexity analysis of heart rate signals during Tibetan Singing Bowls meditation. - Sara Nasrat; Zakia Dimassi; Eman Alefishat; Ahsan Khandoker; Herbert F. Jelinek (DSAI, 2024)

Effect of Anthropometry on Plantar Pressure Distribution during Gait in Overweight Male Subjects. - Abdelsalam Tareq Alkhalaileh; Muhammed Abdullah; Abdul Aziz Hulleck; Kinda Khalaf; Herbert F. Jelinek; Marwan El-Rich (EMBC, 2024)

Beyond the Game: Multimodal Emotion Recognition Before, During, and After Gameplay. - Efstratia Ganiti-Roumeliotou; Ioannis Ziogas; Sofia B. Dias; Ghada Alhussein; Herbert F. Jelinek; Leontios J. Hadjileontiadis (EMBC, 2024)

Mapping Cognitive Engagement: EEG and Graph Theory Analysis of Brain Region Involvement in Supernumerary Robotic Finger Utilization. - Rateb Katmah; Mohammad I. Awad; Aamna Al Shehhi; Mohd Khalil Abu Hantash; Feryal A. Alskafi; Abdul Aziz Hulleck; Herbert F. Jelinek; Irfan Hussain; Kinda Khalaf (EMBC, 2024)

Baevsky's Stress Index as a Sensitive Indicator for Biofeedback Efficacy in Medical Students: a Pilot Study. - Mohammed Sakib Ihsan Khan; Rajan Prasad; Nadia Rabeh; Carl H. Kassab; Salma Aouda; Zakia Dimassi; Shiza Saleem; Herbert F. Jelinek (EMBC, 2024)

Identification of mental stress granularity from long-term ECG recordings using novel complexity analysis. - Sara A. Nasrat; Korosh Mahmoodi; Ahsan Khandoker; Paolo Grigolini; Shiza Saleem; Herbert F. Jelinek (EMBC, 2024)

Crucial events identify early stage of cardiac autonomic neuropathy progression from ECG signals. - Sara A. Nasrat; Korosh Mahmoodi; Ahsan Khandoker; Paolo Grigolini; Shiza Saleem; Herbert F. Jelinek (EMBC, 2024)

Anthropometry and Plantar Pressure Distribution During Gait in Obese Subjects: A Novel Approach. - Abdelsalam Tareq Alkhalaileh; Muhammad Abdullah; Abdul Aziz Hulleck; Kinda Khalaf; Herbert F. Jelinek; Marwan El-Rich (ICBBE, 2024)

A Finite Element Study of the Universality and Scalability of an Optimized Universal Talus Implant. - Ahmed Hassan Hafez; Kinda Khalaf; Herbert Franz Jelinek; Tao Liu 041; Nadr Jomha; Andreas Schiffer; Marwan El-Rich (ICBET, 2024)

Circadian assessment of heart failure using explainable deep learning and novel multi-parameter polar images. - Mohanad Alkhodari; Ahsan H. Khandoker; Herbert F. Jelinek; Angelos Karlas; Stergios Soulaidopoulos; Petros Arsenos; Ioannis Doundoulakis; Konstantinos A. Gatzoulis; Konstantinos Tsioufis; Leontios J. Hadjileontiadis (Comput. Methods Programs Biomed., 2024)

Sequential classification approach for enhancing the assessment of cardiac autonomic neuropathy. - Moustafa Abdelwanis; Karim Moawad; Shahmir Mohammed; Ammar Hummieda; Shayaan Syed; Maher Maalouf; Herbert F. Jelinek (Comput. Biol. Medicine, 2025)