Herbert F. Jelinek

148 papers B 1C 1Misc 3Journal 46Unranked 97

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An Empirical Analysis of Loss Functions for Deep Retinal Vessel Segmentation. ACM Trans. Comput. Heal. Ayoub Fatihi, Toufique Ahmed Soomro, Tareq A. Alawneh, Ahmed J. Afifi, Faisal Bin Ubaid, Herbert F. Jelinek, Lihong Zheng, Shafique Ahmed Soomro, Junbin Gao
2026	J	`jnl`	Integrating Physiological Signals With Technology-Driven Stroke Rehabilitation: A Systematic Review. IEEE Access Kinda Khalaf, Shibani Hamsa, Mubeena Ashraf Kizhakkethil, Sabahat Asim Wasti, Herbert F. Jelinek
2025	J	`jnl`	Advances in machine and deep learning for ECG beat classification: a systematic review. Frontiers Digit. Health Allam Jaya Prakash, Abdelkader Nasreddine Belkacem, Ibrahim M. Elfadel, Herbert F. Jelinek, Mohamed Atef
2025	J	`jnl`	Correction: Enhancing CCTA image quality: a review of deep learning approaches for advanced artifact correction and denoising. Artif. Intell. Rev. Mohanad Alkhodari, Eman Alefishat, Herbert F. Jelinek, Ahmed Kaabneh, Panos Liatsis
2025	J	`jnl`	Enhancing CCTA image quality: a review of deep learning approaches for advanced artifact correction and denoising. Artif. Intell. Rev. Mohanad Alkhodari, Eman Alefishat, Herbert F. Jelinek, Ahmed Kaabneh, Panos Liatsis
2025	J	`jnl`	Quantitative Gait Analytics Reveal Atrial Fibrillation-Specific Patterns in Balance and Mobility: Implications for Fall Prevention. IEEE Access Sona Al Younis, Herbert F. Jelinek, Wael A. Almahmeed, Kinda Khalaf
2025	J	`jnl`	Sequential classification approach for enhancing the assessment of cardiac autonomic neuropathy. Comput. Biol. Medicine Moustafa Abdelwanis, Karim Moawad, Shahmir Mohammed, Ammar Hummieda, Shayaan Syed, Maher Maalouf, Herbert F. Jelinek
2024	—	`conf`	Anthropometry and Plantar Pressure Distribution During Gait in Obese Subjects: A Novel Approach. ICBBE Abdelsalam Tareq Alkhalaileh, Muhammad Abdullah, Abdul Aziz Hulleck, Kinda Khalaf, Herbert F. Jelinek, Marwan El-Rich
2024	—	`conf`	Baevsky's Stress Index as a Sensitive Indicator for Biofeedback Efficacy in Medical Students: a Pilot Study. EMBC Mohammed Sakib Ihsan Khan, Rajan Prasad, Nadia Rabeh, Carl H. Kassab, Salma Aouda, Zakia Dimassi, Shiza Saleem, Herbert F. Jelinek
2024	—	`conf`	Beyond the Game: Multimodal Emotion Recognition Before, During, and After Gameplay. EMBC Efstratia Ganiti-Roumeliotou, Ioannis Ziogas, Sofia B. Dias, Ghada Alhussein, Herbert F. Jelinek, Leontios J. Hadjileontiadis
2024	J	`jnl`	Circadian assessment of heart failure using explainable deep learning and novel multi-parameter polar images. Comput. Methods Programs Biomed. Mohanad Alkhodari, Ahsan H. Khandoker, Herbert F. Jelinek, Angelos Karlas, Stergios Soulaidopoulos, Petros Arsenos, Ioannis Doundoulakis, Konstantinos A. Gatzoulis, Konstantinos Tsioufis, Leontios J. Hadjileontiadis
2024	—	`conf`	Crucial events identify early stage of cardiac autonomic neuropathy progression from ECG signals. EMBC Sara A. Nasrat, Korosh Mahmoodi, Ahsan Khandoker, Paolo Grigolini, Shiza Saleem, Herbert F. Jelinek
2024	—	`conf`	Effect of Anthropometry on Plantar Pressure Distribution during Gait in Overweight Male Subjects. EMBC Abdelsalam Tareq Alkhalaileh, Muhammed Abdullah, Abdul Aziz Hulleck, Kinda Khalaf, Herbert F. Jelinek, Marwan El-Rich
2024	—	`conf`	Identification of mental stress granularity from long-term ECG recordings using novel complexity analysis. EMBC Sara A. Nasrat, Korosh Mahmoodi, Ahsan Khandoker, Paolo Grigolini, Shiza Saleem, Herbert F. Jelinek
2024	—	`conf`	Mapping Cognitive Engagement: EEG and Graph Theory Analysis of Brain Region Involvement in Supernumerary Robotic Finger Utilization. EMBC 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
2024	—	`conf`	Overcoming Data Scarcity: Strategic Data Manipulation in the Development of a Knowledge-Based System for Type 2 Diabetes Prediction. ACIS Adel Omar, Ghassan Beydoun, Herbert F. Jelinek
2024	—	`conf`	Placebo Effect in Gameplay: Insights from Reddit Crowdsourcing Towards Intrinsic Behavior Understanding. DSAI Efstratia Panagiotis Ganiti-Roumeliotou, Sofia B. Dias, Kinda Khalaf, Herbert F. Jelinek, Leontios J. Hadjileontiadis
2024	—	`conf`	Sound Meditation Improves Stress and Anxiety: Complexity analysis of heart rate signals during Tibetan Singing Bowls meditation. DSAI Sara A. Nasrat, Zakia Dimassi, Eman Alefishat, Ahsan Khandoker, Herbert F. Jelinek
2023	—	`conf`	Artificial Neural Network for Predicting Cardiovascular Autonomic Reflex Tests from Inflammatory Markers. CinC Moustafa Abdelwanis, Shahmir Khan, Ammar Hummieda, Shayaan Syed, Karim Moawad, Maher Maalouf, Herbert F. Jelinek
2023	—	`conf`	Brain-Heart Interactions Modulate EEG Activity During Elicited Emotional States. CinC Feryal A. Alskafi, Ahsan H. Khandoker, Faezeh Marzbanrad, Herbert F. Jelinek
2023	—	`conf`	Classification of children with ADHD through task-related EEG recordings via Swarm-Decomposition-based Phase Locking Value. EMBC 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
2023	—	`conf`	Complex Correlation Method Identifies Efficacy of One-week Mindfulness Training in College Students. CinC 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
2023	—	`conf`	Crucial Events Identify Emotion Granularity from Long-Term ECG Recordings. CinC Sara A. Nasrat, Ahsan Khandoker, Herbert F. Jelinek
2023	—	`conf`	Cultivating Expertise: Unravelling Type 2 Diabetes Associations through Incremental Knowledge-Based System Development: Ripple Down Rules or Machine Learning. ACIS Adel Omar, Ghassan Beydoun, Khin Than Win, Nagesh Shukla, Herbert F. Jelinek, Hector Elias
2023	—	`conf`	EEG-based Emotion Recognition Using Sub-Band Time-Delay Correlations. EMBC Feryal A. Alskafi, Ahsan H. Khandoker, Faezeh Marzbanrad, Herbert F. Jelinek
2023	—	`conf`	Enhancing Paediatric Rehabilitation Through Data-Driven Sensory Integration and Interactive Engagement. IIT Doua Kosaji, Anas Chaari, Chihab Ezzaki, Hamza Mohammed, Sara Abumousa, Herbert F. Jelinek, Kinda Khalaf, Mohammad I. Awad
2023	—	`conf`	Heart Failure Assessment Using Multiparameter Polar Representations and Deep Learning. EMBC Mohanad Alkhodari, Leontios J. Hadjileontiadis, Herbert F. Jelinek, Ahsan H. Khandoker
2023	—	`conf`	Heart Rate Variability Differentiates Between Vasovagal Syncope and Palpitation Related Fainting. CinC David J. Cornforth, Shiza Saleem, Helmut Ahammer, Robert Krones, Dominik Wehler, Herbert F. Jelinek
2023	—	`conf`	Machine Learning for the Prediction of Depression Progression from Inflammation Markers. EMBC Hind Abdulla, Maher Maalouf, Herbert F. Jelinek
2023	—	`conf`	Multiscale Diffusion Entropy Analysis for the Detection of Crucial Events in Cardiac Pathology. EMBC Sara A. Nasrat, Korosh Mahmoodi, Ahsan H. Khandoker, Paolo Grigolini, Herbert F. Jelinek
2023	J	`jnl`	Multisensed Emotions as Adaptation Controllers in Human-to-Serious NeuroGames Communication. IEEE Commun. Mag. Sofia B. Dias, Herbert F. Jelinek, Leontios J. Hadjileontiadis
2023	—	`conf`	Optimizing Multiscale Entropy Analysis for the Detection of Cardiac Pathology. CinC Sara A. Nasrat, Ahsan Khandoker, Herbert F. Jelinek
2023	—	`conf`	Oxidative Stress Biomarkers in Predictive Multi-Class Modeling of Depression Severity with Diabetes Mellitus, Cardiovascular Disease and Hypertension Comorbidity. EMBC Sara Zaidan, Firda Rahmadani, Maher Maalouf, Herbert F. Jelinek
2023	—	`conf`	Oxidative Stress Markers Identify Cardiac Autonomic Neuropathy Progression: Applying Machine Learning Methods. CinC Alaa Alqaryuti, Nadeen Faraj, Mohamed Abdelmagid, Maher Maalouf, Herbert F. Jelinek
2023	—	`conf`	Risk of Post-Percutaneous Coronary Intervention Adverse Cardiac Events: What Does the Autonomic Nervous Systems Have to Do with It? CinC Herbert F. Jelinek, Lama Rehman, Mika P. Tarvainen, Mohammed Andron
2022	—	`conf`	Effects of Beta-Blocker on Heart Rate Variability in Heart Failure with Preserved Ejection Fraction. CinC Shiza Saleem, Mohanad Alkhodari, Leontios J. Hadjileontiadis, Ahsan H. Khandoker, Herbert F. Jelinek
2022	—	`conf`	Heart Rate Variability Analysis Reveals a Non-monotonic Relationship Between Humanin Concentration and Cardiac Autonomic Regulation. CinC Hibba Yousef, Ahsan H. Khandoker, Samuel F. Feng, Mika P. Tarvainen, Herbert F. Jelinek
2022	—	`conf`	MultiGRehab: Developing a Multimodal Biosignals Acquisition and Analysis Framework for Personalizing Stroke and Cardiac Rehabilitation based on Adaptive Serious Games. ICDH Sofia B. Dias, Leontios J. Hadjileontiadis, Herbert F. Jelinek
2022	—	`conf`	Multimodal Analysis of Physiological Signals for Wearable-Based Emotion Recognition Using Machine Learning. CinC Feryal A. Alskafi, Ahsan H. Khandoker, Uichin Lee, Cheul Young Park, Herbert F. Jelinek
2022	—	`conf`	The Incremental Development of a Diabetes 2 Knowledge Base System using Ripple Down Rules. PACIS Adel Omar, Ghassan Beydoun, Khin Than Win, Herbert F. Jelinek
2022	J	`jnl`	Wearable Blood Pressure Sensing Based on Transmission Coefficient Scattering for Microstrip Patch Antennas. Sensors Mona K. El Abbasi, Mervat Madi, Herbert F. Jelinek, Karim Y. Kabalan
2021	—	`conf`	A Comparative Study of Arousal and Valence Dimensional Variations for Emotion Recognition Using Peripheral Physiological Signals Acquired from Wearable Sensors EMBC Feryal A. Alskafi, Ahsan H. Khandoker, Herbert F. Jelinek
2021	—	`conf`	Determination of Heart Rate Changes using Simulated Head Up Tilt Test for Syncope Patient Assessment. EMBC Dahlia Hassan, Dominik Wehler, Robert Krones, Kinda Khalaf, Helmut Ahammer, Herbert F. Jelinek
2021	—	`conf`	Emotion Recognition in the Wild from Long-term Heart Rate Recording using Wearable Sensor and Deep Learning Ensemble Classification. BIBM Sara A. Nasrat, Uichin Lee, M. Sami Zitouni, Ahsan H. Khandoker, Soowon Kang, Herbert F. Jelinek
2021	J	`jnl`	Estimating Left Ventricle Ejection Fraction Levels Using Circadian Heart Rate Variability Features and Support Vector Regression Models. IEEE J. Biomed. Health Informatics Mohanad Alkhodari, Herbert F. Jelinek, Naoufel Werghi, Leontios J. Hadjileontiadis, Ahsan H. Khandoker
2021	—	`conf`	Prediction of LVEF using BiLSTM and Swarm Decomposition-based 24-h HRV Components. CISP-BMEI Mohanad Alkhodari, Georgios K. Apostolidis, Herbert F. Jelinek, Leontios J. Hadjileontiadis, Ahsan H. Khandoker
2021	J	`jnl`	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. Dominik Wehler, Herbert F. Jelinek, Adrian Gronau, Niels Wessel, Jan F. Kraemer, Robert Krones, Thomas Penzel
2021	J	`jnl`	Revisiting Left Ventricular Ejection Fraction Levels: A Circadian Heart Rate Variability-Based Approach. IEEE Access Mohanad Alkhodari, Herbert F. Jelinek, Shiza Saleem, Leontios J. Hadjileontiadis, Ahsan H. Khandoker
2021	—	`conf`	The Effectiveness of Point-of-Care Testing with Intervention in Psychopathology: A Pilot Study. CISP-BMEI Mohammed Sakib Ihsan Khan, Leontios J. Hadjileontiadis, David J. Cornforth, Jon Drummond, Herbert F. Jelinek
2020	J	`jnl`	A Clustering-Based Multi-Layer Distributed Ensemble for Neurological Diagnostics in Cloud Services. IEEE Trans. Cloud Comput. Morshed U. Chowdhury, Jemal H. Abawajy, Andrei Kelarev, Herbert F. Jelinek
2020	—	`conf`	CovidSense: A Smartphone-based Initiative for Fighting COVID-19 Spreading. DSAI 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
2020	—	`conf`	Investigating Circadian Heart Rate Variability in Coronary Artery Disease Patients with Various Degrees of Left Ventricle Ejection Fraction. EMBC Mohanad Alkhodari, Herbert F. Jelinek, Naoufel Werghi, Leontios J. Hadjileontiadis, Ahsan H. Khandoker
2020	—	`conf`	NeuroSky Mindwave Mobile Headset 2 as an Intervention for Reduction of Stress and Anxiety Measured With Pulse Rate Variability. CinC Habshi Al-Kaf, Ahsan Khandoker, Kinda Khalaf, Herbert F. Jelinek
2020	—	`conf`	Smartphone-based Biofeedback Games for Shielding of Immune System against COVID-19: The CovidShield Game Suite design approach. DSAI 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
2019	—	`conf`	Comparing Pixel N-grams and Bag of Visual Word Features for the Classification of Diabetic Retinopathy. ACSW Pradnya Kulkarni, Andrew Stranieri, Herbert F. Jelinek
2019	—	`conf`	Integrating Biological Heuristics and Gene Expression Data for Gene Regulatory Network Inference. ACSW Armita Zarnegar, Herbert F. Jelinek, Peter Vamplew, Andrew Stranieri
2019	J	`jnl`	Investigation of Linear and Nonlinear Properties of a Heartbeat Time Series Using Multiscale Rényi Entropy. Entropy Herbert F. Jelinek, David J. Cornforth, Mika P. Tarvainen, Kinda Khalaf
2019	—	`conf`	Proprioception and Postural Stability of the Young Adult Human: Multifractal Analysis. CSCS Nebojsa T. Milosevic, Herbert F. Jelinek, Nemanja Rajkovic, Luke A. Donnan
2019	—	`conf`	Singular value decomposition entropy as a measure of ankle dynamics efficacy in a Y-balance test following supportive lower limb taping. EMBC Herbert F. Jelinek, Luke A. Donnan, Ahsan H. Khandoker
2019	—	`conf`	What Can Tone and Entropy Tell Us About Risk of Cardiovascular Diseases? CinC Ahsan H. Khandoker, Yahya Al Zaabi, Herbert F. Jelinek
2018	J	`jnl`	A Nanowatt Real-Time Cardiac Autonomic Neuropathy Detector. IEEE Trans. Biomed. Circuits Syst. Temesghen Tekeste, Hani Saleh, Baker Mohammad, Ahsan Khandoker, Herbert F. Jelinek, Mohammed Ismail
2018	Misc	`conf`	Complexity and Entropy of Knee Kinematics in a Joint Reposition Test: Effect of Strapping and Kinesiology Taping. DICTA Luke A. Donnan, Manoranjan Paul, Liam Crowley, Kilian Felesimo, Herbert F. Jelinek
2018	—	`conf`	Data analytics to select markers and cut-off values for clinical scoring. ACSW Andrew Stranieri, Andrew Yatsko, Sitalakshmi Venkatraman, Herbert F. Jelinek
2018	—	`conf`	Incoherent Synchronization Between Resting State Respiratory Sinus Arrhythmia and Respiratory Movement in Depressed Patients With Suicidal Ideation. CinC Ahsan Khandoker, Veena Luthra, Yousef Abouallaban, Namareq Widatalla, Herbert F. Jelinek, Kyuichi Niizeki, Leontios J. Hadjileontiadis
2018	J	`jnl`	Minimal ensemble based on subset selection using ECG to diagnose categories of CAN. Comput. Methods Programs Biomed. Jemal H. Abawajy, Andrei V. Kelarev, Xun Yi, Herbert F. Jelinek
2018	J	`jnl`	Multistage fusion approaches based on a generative model and multivariate exponentially weighted moving average for diagnosis of cardiovascular autonomic nerve dysfunction. Inf. Fusion Mohammad Mehedi Hassan, Md. Shamsul Huda, John Yearwood, Herbert F. Jelinek, Ahmad Almogren
2018	—	`conf`	Relationship Between Angiotensin Converting Enzyme Gene and Cardiac Autonomic Neuropathy Among Australian Population. SCDM Ahmad Shaker Abdalrada, Jemal H. Abawajy, Morshed U. Chowdhury, Sutharshan Rajasegarar, Tahsien Al-Quraishi, Herbert F. Jelinek
2017	J	`jnl`	A count data model for heart rate variability forecasting and premature ventricular contraction detection. Signal Image Video Process. Ragheed Allami, Andrew Stranieri, Venki Balasubramanian, Herbert F. Jelinek
2017	—	`conf`	Atrial Fibrillation Analysis for Real Time Patient Monitoring. CinC Ragheed Allami, Andrew Stranieri, Faezeh Marzbanrad, Venki Balasubramanian, Herbert F. Jelinek
2017	J	`jnl`	Beyond Lesion-Based Diabetic Retinopathy: A Direct Approach for Referral. IEEE J. Biomed. Health Informatics Ramon Pires, Sandra Eliza Fontes de Avila, Herbert F. Jelinek, Jacques Wainer, Eduardo Valle, Anderson Rocha
2017	—	`conf`	Box-Counting Method in Quantitative Analysis of Images of the Brain. CSCS Nebojsa T. Milosevic, Antonio Di Ieva, Herbert F. Jelinek, Nemanja Rajkovic
2017	J	`jnl`	Predicting depressed patients with suicidal ideation from ECG recordings. Medical Biol. Eng. Comput. Ahsan H. Khandoker, Veena Luthra, Yousef Abouallaban, Simanto Saha, Khawza I. Ahmed, Raqibul Mostafa, Nayeefa Chowdhury, Herbert F. Jelinek
2017	—	`conf`	Spatial Characterization of Hypertension Clusters using a Rural Australian Clinical Database. CinC Rachel Whitsed, Ana Horta, Faezeh Marzbanrad, Herbert F. Jelinek
2016	—	`conf`	A Genetic Algorithm-Neural Network Wrapper Approach for Bundle Branch Block Detection. CinC Ragheed Allami, Andrew Stranieri, Herbert F. Jelinek, Venki Balasubramanian
2016	—	`conf`	A Heuristic Gene Regulatory Networks Model for Cardiac Function and Pathology. CinC Armita Zarnegar, Peter Vamplew, Andrew Stranieri, Herbert F. Jelinek
2016	J	`jnl`	A Hybrid Feature Selection With Ensemble Classification for Imbalanced Healthcare Data: A Case Study for Brain Tumor Diagnosis. IEEE Access Md. Shamsul Huda, John Yearwood, Herbert F. Jelinek, Mohammad Mehedi Hassan, Giancarlo Fortino, Michael Buckland
2016	J	`jnl`	Data analytics identify glycated haemoglobin co-markers for type 2 diabetes mellitus diagnosis. Comput. Biol. Medicine Herbert F. Jelinek, Andrew Stranieri, Andrew Yatsko, Sitalakshmi Venkatraman
2016	J	`jnl`	Data-analytically derived flexible HbA1c thresholds for type 2 diabetes mellitus diagnostic. Artif. Intell. Res. Andrew Stranieri, Andrew Yatsko, Herbert F. Jelinek, Sitalakshmi Venkatraman
2016	J	`jnl`	Detecting Subclinical Diabetic Cardiac Autonomic Neuropathy by Analyzing Ventricular Repolarization Dynamics. IEEE J. Biomed. Health Informatics Mohammad Hasan Imam, Chandan K. Karmakar, Herbert F. Jelinek, Marimuthu Palaniswami, Ahsan H. Khandoker
2016	—	`conf`	Detection of Congestive Heart Failure using Renyi Entropy. CinC David Cornforth, Herbert F. Jelinek
2016	—	`conf`	ECG Reduction for Wearable Sensor. SITIS Ragheed Allami, Andrew Stranieri, Venki Balasubramanian, Herbert F. Jelinek
2016	J	`jnl`	Enhancing Predictive Accuracy of Cardiac Autonomic Neuropathy Using Blood Biochemistry Features and Iterative Multitier Ensembles. IEEE J. Biomed. Health Informatics Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury, Herbert F. Jelinek
2016	—	`conf`	Heart rate independent QT variability component can detect subclinical cardiac autonomic neuropathy in diabetes. EMBC Mohammad Hasan Imam, Chandan K. Karmakar, Ahsan H. Khandoker, Herbert F. Jelinek, Marimuthu Palaniswami
2016	—	`conf`	Identifying depressed patients with and without suicidal ideation by finger photo-plethysmography. EMBC Ahsan H. Khandoker, Veena Luthra, Yousef Abou Allaban, Simanto Saha, Khawza I. Ahmed, Raqibul Mostafa, Nayeefa Chowdhury, Herbert F. Jelinek
2016	J	`jnl`	Methodological Comparisons of Heart Rate Variability Analysis in Patients With Type 2 Diabetes and Angiotensin Converting Enzyme Polymorphism. IEEE J. Biomed. Health Informatics 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
2016	—	`conf`	Missing Data Imputation for Individualised CVD Diagnostic and Treatment. CinC Sitalakshmi Venkatraman, Andrew Yatsko, Andrew Stranieri, Herbert F. Jelinek
2016	—	`conf`	Reduced QT Variability and increased QT/RR slope in ECG signals of Depressed Patients with Suicidal Ideation. CinC Ahsan Khandoker, Veena Luthra, Yousef Abouallaban, Mohammad Hasan Imam, Nayeefa Chowdhury, Herbert F. Jelinek
2016	—	`conf`	Socioeconomic status, age and heart rate variability in a Bangladeshi community. EMBC Nishat E.-Sharmin Trisha, Herbert F. Jelinek, Mika P. Tarvainen, David J. Cornforth, Dewan S. Alam, Megan Smith
2015	J	`jnl`	A Comparison of Nonlinear Measures for the Detection of Cardiac Autonomic Neuropathy from Heart Rate Variability. Entropy David Cornforth, Herbert F. Jelinek, Mika P. Tarvainen
2015	J	`jnl`	Addressing the Complexities of Big Data Analytics in Healthcare: The Diabetes Screening Case. Australas. J. Inf. Syst. Daswin De Silva, Frada Burstein, Herbert F. Jelinek, Andrew Stranieri
2015	—	`conf`	Changes in Heart Rate Circadian Rhythm following Exercise in Middle-Aged Men. CinC Herbert F. Jelinek, Chandan K. Karmakar, Antti Kiviniemi, Mikko Tulppo, Timo Mäkikallio, Arto J. Hautala, Heikki Huikuri, Ahsan H. Khandoker, Marimuthu Palaniswami
2015	J	`jnl`	Diagnostic with incomplete nominal/discrete data. Artif. Intell. Res. Herbert F. Jelinek, Andrew Yatsko, Andrew Stranieri, Sitalakshmi Venkatraman, Adil M. Bagirov
2015	—	`conf`	Endurance Exercise Improves Heart Rate Complexity in the Presence of Vagal Withdrawal in Young Adults. CinC Steven Perkins, Herbert F. Jelinek, Beverlie de Jong, David Cornforth, Mika P. Tarvainen, Hayder Al-Aubaidy
2015	—	`conf`	Is a Short Re-Feeding Program Effective in Reducing Adverse Cardiac Events in Eating Disorder Patients? CinC Herbert F. Jelinek, Mika P. Tarvainen, David J. Cornforth, Ian Spence, Jan Russell
2015	—	`conf`	Multi-lag HRV analysis discriminates disease progression of post-infarct people with no diabetes versus diabetes. EMBC Chandan K. Karmakar, Herbert F. Jelinek, Ahsan Khandoker, Mikko Tulppo, Timo Mäkikallio, Antti Kiviniemi, Heikki Huikuri, Marimuthu Palaniswami
2015	—	`conf`	Multiscale Renyi Entropy and Cardiac Autonomic Neuropathy. CSCS Herbert F. Jelinek, David J. Cornforth, Mika P. Tarvainen, Neboja T. Miloevic
2015	J	`jnl`	Multiscale analysis of tortuosity in retinal images using wavelets and fractal methods. Pattern Recognit. Lett. Michael Mayrhofer-Reinhartshuber, David J. Cornforth, Helmut Ahammer, Herbert F. Jelinek
2015	—	`conf`	Reduced Variability in Pulse Wave Velocity and Heart Rate in Depressed Patients with Suicidal Ideation. CinC Ahsan H. Khandoker, Veena Luthra, Yousef Abou Allaban, Raqibul Mostafa, Nayeefa Chowdhury, Khawza I. Ahmed, Simanto Saha, Herbert F. Jelinek
2014	—	`conf`	Analysing Cardiac Autonomic Neuropathy in Diabetes using Electrocardiogram-derived Systolic-Diastolic Interval Interactions. CinC Mohammad Hasan Imam, Chandan K. Karmakar, Ahsan Khandoker, Herbert F. Jelinek, Marimuthu Palaniswami
2014	—	`conf`	Automated Selection of Measures of Heart Rate Variability for Detection of Early Cardiac Autonomic Neuropathy. CinC David Cornforth, Mika P. Tarvainen, Herbert F. Jelinek
2014	—	`conf`	Automatic Diabetic Retinopathy detection using BossaNova representation. EMBC Ramon Pires, Sandra Avila, Herbert F. Jelinek, Jacques Wainer, Eduardo Valle, Anderson Rocha
2014	J	`jnl`	ECG Biometric with Abnormal Cardiac Conditions in Remote Monitoring System. IEEE Trans. Syst. Man Cybern. Syst. Khairul Azami Sidek, Ibrahim Khalil, Herbert F. Jelinek
2014	—	`conf`	Effect of gender and diabetes on major depressive disorder using heart rate asymmetry. EMBC Chandan K. Karmakar, Herbert F. Jelinek, Paul Warner, Ahsan H. Khandoker, Marimuthu Palaniswami
2014	—	`conf`	Human balance responses to perturbations in the horizontal plane. EMBC Michael Fritschi, Herbert F. Jelinek, Tim McGloughlin, Kinda Khalaf, Ahsan H. Khandoker, Heike Vallery
2014	—	`conf`	Multiscale Cardiovascular Autonomic Modulation Following Treatment in Patients with Anorexia Nervosa. CinC Herbert F. Jelinek, David J. Cornforth, S. P. Lam, Jan Russell, Ian Spence
2014	—	`conf`	Principal component analysis of heart rate variability data in assessing cardiac autonomic neuropathy. EMBC Mika P. Tarvainen, David J. Cornforth, Herbert F. Jelinek
2014	—	`conf`	Relationship between Heart Rate Variability and angiotensinogen gene polymorphism in diabetic and control individuals. EMBC Faezeh Marzbanrad, Brett D. Hambly, Ethan Ng, Mikhail Tamayo, Slade Matthews, Chandan K. Karmakar, Ahsan H. Khandoker, Marimuthu Palaniswami, Herbert F. Jelinek
2014	J	`jnl`	Using meta-regression data mining to improve predictions of performance based on heart rate dynamics for Australian football. Appl. Soft Comput. Herbert F. Jelinek, Andrei V. Kelarev, Dean J. Robinson, Andrew Stranieri, David Cornforth
2014	—	`conf`	Visualization methods for assisting detection of cardiovascular neuropathy. EMBC David J. Cornforth, Mika P. Tarvainen, Herbert F. Jelinek
2013	J	`jnl`	An approach for Ewing test selection to support the clinical assessment of cardiac autonomic neuropathy. Artif. Intell. Medicine Andrew Stranieri, Jemal H. Abawajy, Andrei V. Kelarev, Md. Shamsul Huda, Morshed U. Chowdhury, Herbert F. Jelinek
2013	J	`jnl`	Assessing the Need for Referral in Automatic Diabetic Retinopathy Detection. IEEE Trans. Biomed. Eng. Ramon Pires, Herbert F. Jelinek, Jacques Wainer, Siome Goldenstein, Eduardo Valle, Anderson Rocha
2013	—	`conf`	Association of Ankle Brachial Pressure Index with Heart Rate Variability in a Rural Screening Clinic. CinC Herbert F. Jelinek, Daswin De Silva, Frada Burstein, Andrew Stranieri, Kinda Khalaf, Ahsan H. Khandoker, Hayder Al-Aubaidy
2013	—	`conf`	Complexity of heart rate variability in type 2 diabetes - effect of hyperglycemia. EMBC Mika P. Tarvainen, David J. Cornforth, Pekka Kuoppa, Jukka Antero Lipponen, Herbert F. Jelinek
2013	—	`conf`	Detection of Cardiac Autonomic Neuropathy using Linear Parametric Modeling of QT dynamics. CinC Mohammad Hasan Imam, Chandan K. Karmakar, Ahsan Khandoker, Herbert F. Jelinek, Marimuthu Palaniswami
2013	J	`jnl`	Empirical Investigation of Decision Tree Ensembles for Monitoring Cardiac Complications of Diabetes. Int. J. Data Warehous. Min. Andrei V. Kelarev, Jemal H. Abawajy, Andrew Stranieri, Herbert F. Jelinek
2013	—	`conf`	Evaluating cardiovascular risk using the tone-entropy algorithm. EMBC Ahsan H. Khandoker, Herbert F. Jelinek
2013	—	`conf`	Multivariate Data-Driven Decision Guidance for clinical scientists. ICDE Workshops Frada Burstein, Daswin De Silva, Herbert F. Jelinek, Andrew Stranieri
2013	—	`conf`	Neurons of the Human Dentate Nucleus: Box-Count Method in the Quantitative Analysis of Cell Morphology. CSCS Dusica L. Maric, Neboja T. Miloevic, Herbert F. Jelinek, Katarina M. Rajkovic
2013	J	`jnl`	Predicting cardiac autonomic neuropathy category for diabetic data with missing values. Comput. Biol. Medicine Jemal H. Abawajy, Andrei V. Kelarev, Morshed U. Chowdhury, Andrew Stranieri, Herbert F. Jelinek
2013	—	`conf`	Richardson's Method of Segment Counting versus Box-Counting. CSCS Neboja T. Miloevic, Nemanja Rajkovic, Herbert F. Jelinek, Dusan Ristanovic
2013	J	`jnl`	Risk stratification of cardiac autonomic neuropathy based on multi-lag Tone-Entropy. Medical Biol. Eng. Comput. Chandan K. Karmakar, Ahsan H. Khandoker, Herbert F. Jelinek, Marimuthu Palaniswami
2013	—	`conf`	The Effect of Automated Preprocessing of RR Interval Tachogram on Discrimination Capability of Heart Rate Variability Parameters. CinC Faezeh Marzbanrad, Herbert F. Jelinek, Ethan Ng, Mikhail Tamayo, Brett D. Hambly, Craig McLachlan, Slade Matthews, Marimuthu Palaniswami, Ahsan Khandoker
2013	—	`conf`	Time-series Network Analysis for Detecting Cardiac Autonomic Neuropathy using RR Interval Data. CinC Chandan K. Karmakar, Ahsan Khandoker, Herbert F. Jelinek, Marimuthu Palaniswami
2013	—	`conf`	Using renyi entropy to detect early cardiac autonomic neuropathy. EMBC David J. Cornforth, Mika P. Tarvainen, Herbert F. Jelinek
2012	C	`conf`	Detection of CAN by Ensemble Classifiers Based on Ripple Down Rules. PKAW Andrei V. Kelarev, Richard Dazeley, Andrew Stranieri, John Yearwood, Herbert F. Jelinek
2012	—	`conf`	Empirical Study of Decision Trees and Ensemble Classifiers for Monitoring of Diabetes Patients in Pervasive Healthcare. NBiS Andrei V. Kelarev, Andrew Stranieri, John Yearwood, Herbert F. Jelinek
2012	B	`conf`	Empirical investigation of consensus clustering for large ECG data sets. CBMS Andrei V. Kelarev, Andrew Stranieri, John Yearwood, Herbert F. Jelinek
2012	—	`conf`	Identifying increased risk of post-infarct people with diabetes using multi-lag Tone-Entropy analysis. EMBC Chandan K. Karmakar, Herbert F. Jelinek, Ahsan Khandoker, Mikko Tulppo, Timo Mäkikallio, Antti Kiviniemi, Heikki Huikuri, Marimuthu Palaniswami
2012	Misc	`conf`	Improving Classi cations for Cardiac Autonomic Neuropathy Using Multi-level Ensemble Classi ers and Feature Selection Based. AusDM Andrei V. Kelarev, Andrew Stranieri, John Yearwood, Jemal H. Abawajy, Herbert F. Jelinek
2012	J	`jnl`	Points of Interest and Visual Dictionaries for Automatic Retinal Lesion Detection. IEEE Trans. Biomed. Eng. Anderson Rocha, Tiago Jose de Carvalho, Herbert F. Jelinek, Siome Goldenstein, Jacques Wainer
2012	J	`jnl`	QT Variability Index Changes With Severity of Cardiovascular Autonomic Neuropathy. IEEE Trans. Inf. Technol. Biomed. Ahsan H. Khandoker, Mohammad Hasan Imam, Jean-Philippe Couderc, Marimuthu Palaniswami, Herbert F. Jelinek
2012	—	`conf`	Retinal Image Quality Analysis for Automatic Diabetic Retinopathy Detection. SIBGRAPI Ramon Pires, Herbert F. Jelinek, Jacques Wainer, Anderson Rocha
2011	—	`conf`	Cortical response to psycho-physiological changes in auto-adaptive robot assisted gait training. EMBC Herbert F. Jelinek, Katherine G. August, Mohammad Hasan Imam, Ahsan H. Khandoker, Alexander Koenig, Robert Riener
2011	Misc	`conf`	Feature Selection using Misclassification Counts. AusDM Adil M. Bagirov, Andrew Yatsko, Andrew Stranieri, Herbert F. Jelinek
2011	—	`conf`	Machine learning and pattern classification in identification of indigenous retinal pathology. EMBC Herbert F. Jelinek, Anderson Rocha, Tiago Jose de Carvalho, Siome Goldenstein, Jacques Wainer
2011	J	`jnl`	Visualisation in biomedicine as a means of data evaluation. J. Vis. Herbert F. Jelinek, David Cornforth, Karen Blackmore
2009	J	`jnl`	Mathematical modelling of neuronal dendritic branching patterns in two dimensions: application to retinal ganglion cells in the cat and rat. Biol. Cybern. Dusan Ristanovic, Nebojsa T. Milosevic, Herbert F. Jelinek, Ivan B. Stefanovic
2008	J	`jnl`	AWSum-Combining Classification with Knowledge Aquisition. Int. J. Softw. Informatics Anthony Quinn, Andrew Stranieri, John Yearwood, Gaudenz Hafen, Herbert F. Jelinek
2008	J	`jnl`	Automated classification reveals morphological factors associated with dementia. Appl. Soft Comput. David Cornforth, Herbert F. Jelinek
2008	—	`conf`	Diabetes Screening Database - A Comprehensive Electronic Patient Record for Global Risk Assessment in a Rural Community. HEALTHINF (2) E. Pecoul, Herbert F. Jelinek
2008	—	`conf`	Microglia Modelling and Analysis using L-Systems Grammar. BIOSIGNALS (2) Herbert F. Jelinek, Audrey Karperien
2006	J	`jnl`	Retinal vessel segmentation using the 2-D Gabor wavelet and supervised classification. IEEE Trans. Medical Imaging João V. B. Soares, Jorge J. G. Leandro, Roberto M. Cesar, Herbert F. Jelinek, Michael J. Cree
2005	—	`conf`	Automated Classification of Dementia Subtypes from Post-mortem Cortex Images. Australian Conference on Artificial Intelligence David Cornforth, Herbert F. Jelinek
2005	J	`jnl`	Retinal Vessel Segmentation Using the 2-D Morlet Wavelet and Supervised Classification CoRR João V. B. Soares, Jorge J. G. Leandro, Roberto M. Cesar, Herbert F. Jelinek, Michael J. Cree
2004	—	`conf`	Image Processing of Finite Size Rat Retinal Ganglion Cells Using Multifractal and Local Connected Fractal Analysis. Australian Conference on Artificial Intelligence Herbert F. Jelinek, David Cornforth, Anthony J. Roberts, Gabriel Landini, Paul David Bourke, Antony W. Iorio
2003	—	`conf`	Blood Vessels Segmentation in Non-Mydriatic Images Using Wavelets and Statistical Classi.ers. SIBGRAPI Jorge J. G. Leandro, João V. B. Soares, Roberto M. Cesar, Herbert F. Jelinek
2002	—	`conf`	A Comparison of Machine Learning Approaches for the Automated Classification of Dementia. Australian Joint Conference on Artificial Intelligence Herbert F. Jelinek, David Cornforth, Patricia Waley, Eduardo Fernández, Wayne Robinson
2001	—	`conf`	Blood Vessels Segmentation in Retina: Preliminary Assessment of the Mathematical Morphology and of the Wavelet Transform Techniques. SIBGRAPI Jorge J. G. Leandro, Roberto Marcondes Cesar Junior, Herbert F. Jelinek