Branko G. Celler

Orcid: 0000-0003-3790-2895

According to our database1, Branko G. Celler authored at least 92 papers between 1999 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2014, "For contributions to telehealth services for the management of chronic disease".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2023
Revisiting Transfer Learning Method for Tuberculosis Diagnosis.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Assessing the Generalizability of a Deep Learning-based Automated Atrial Fibrillation Algorithm.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

New Perspectives on Non-invasive Blood Pressure Measurement.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
BP Data-UNSW.
Dataset, May, 2022

Blood Pressure Estimation From Korotkoff Sound Signals Using an End-to-End Deep-Learning-Based Algorithm.
IEEE Trans. Instrum. Meas., 2022

Matlab Open Source Code: Noise-Assisted Multivariate Empirical Mode Decomposition Based Causal Decomposition for Causality Inference of Bivariate Time Series.
Frontiers Neuroinformatics, 2022

A Comparison of Haemodynamic Responses between Head-Up Tilt and Lower Body Negative Pressure.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
A Novel Automated Blood Pressure Estimation Algorithm Using Sequences of Korotkoff Sounds.
IEEE J. Biomed. Health Informatics, 2021

Are Korotkoff Sounds Reliable Markers for Accurate Estimation of Systolic and Diastolic Pressure Using Brachial Cuff Sphygmomanometry?
IEEE Trans. Biomed. Eng., 2021

Home telemonitoring for chronic disease management: Perceptions of users and factors influencing adoption.
Health Informatics J., 2021

2020
GMM-HMM-Based Blood Pressure Estimation Using Time-Domain Features.
IEEE Trans. Instrum. Meas., 2020

Blood Pressure Estimation From Time-Domain Features of Oscillometric Waveforms Using Long Short-Term Memory Recurrent Neural Networks.
IEEE Trans. Instrum. Meas., 2020

Nonparametric Model Prediction for Intelligent Regulation of Human Cardiorespiratory System to Prescribed Exercise Medicine.
IEEE Access, 2020

2019
Neural Adaptive Backstepping Control of a Robotic Manipulator With Prescribed Performance Constraint.
IEEE Trans. Neural Networks Learn. Syst., 2019

Design of optimal sliding-mode control using partial eigenstructure assignment.
Int. J. Control, 2019

A framework for optimal actuator/sensor selection in a control system.
Int. J. Control, 2019

Control allocation-based fault tolerant control.
Autom., 2019

Blood Pressure Estimation From Beat-by-Beat Time-Domain Features of Oscillometric Waveforms Using Deep-Neural-Network Classification Models.
IEEE Access, 2019

The effects of different tracking tasks on muscle synergy through visual feedback.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Blood Pressure Estimation Using Time Domain Features of Auscultatory Waveforms and GMM-HMM Classification Approach.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Blood Pressure Estimation Using Time Domain Features of Auscultatory Waveforms and Deep Learning.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Control Allocation Based Sliding Mode Fault Tolerant Control.
Proceedings of the 2019 American Control Conference, 2019

2018
State-Constrained Control of Single-Rod Electrohydraulic Actuator With Parametric Uncertainty and Load Disturbance.
IEEE Trans. Control. Syst. Technol., 2018

Mixed H2/H∞-based actuator selection for uncertain polytopic systems with regional pole placement.
Int. J. Control, 2018

Seasonal Variation In An At-Home Telemonitoring Trial.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A Novel Optimal Sliding Mode Control For Multiple Time-Delay Systems.
Proceedings of the 2018 Annual American Control Conference, 2018

Optimal Sparsely Distributed Static Output Feedback For Publisher/Subscriber Networked Systems With Parametric Uncertainties.
Proceedings of the 2018 Annual American Control Conference, 2018

2017
Heart rate regulation during cycle-ergometer exercise via event-driven biofeedback.
Medical Biol. Eng. Comput., 2017

Nonparametric modelling of VO2 response to exercise.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Real-time identification of heart rate responses via auxiliary-model-based damped RLS scheme.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Backstepping Control of Electro-Hydraulic System Based on Extended-State-Observer With Plant Dynamics Largely Unknown.
IEEE Trans. Ind. Electron., 2016

Telehealth Monitoring of Patients in the Community.
J. Intell. Syst., 2016

Automatic bearing fault diagnosis using particle swarm clustering and Hidden Markov Model.
Eng. Appl. Artif. Intell., 2016

WebRTC-based video conferencing service for telehealth.
Computing, 2016

Real-time modelling of heart rate response during exercise using a novel constrained parameter estimation method.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Heart rate regulation during cycle-ergometer exercise using damped parameter estimation method.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Cardiovascular fitness strengthening using portable device.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

"2/H∞ based sliding mode control: A partial eigenstructure assignment method.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015
Home Telemonitoring of Vital Signs - Technical Challenges and Future Directions.
IEEE J. Biomed. Health Informatics, 2015

Decentralized Integral Controllability Analysis Based on a New Unconditional Stability Criterion.
IEEE Trans. Autom. Control., 2015

Model based methods for the analysis of non-stationary effects of telemonitoring as an intervention for the management of chronic conditions at home.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Non-Invasive measurement of blood pressure - Why we should look at BP traces rather than listen to Korotkoff sounds.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Designing adaptive integral sliding mode control for heart rate regulation during cycle-ergometer exercise using bio-feedback.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Heart rate regulation during cycle-ergometer exercise via bio-feedback.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Conditions for simultaneous decentralized integral controllability.
Proceedings of the 2015 5th Australian Control Conference (AUCC), Gold Coast, 2015

2014
A new unconditionally stable condition based on singular perturbation analysis.
Int. J. Control, 2014

Fault detection and identification spanning multiple processes by integrating PCA with neural network.
Appl. Soft Comput., 2014

Advanced portable remote monitoring system for the regulation of treadmill running exercises.
Artif. Intell. Medicine, 2014

On heart rate regulation in cycle-ergometer exercise.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

A study on the implementation of large-scale home telemonitoring service.
Proceedings of the Computer Supported Cooperative Work, 2014

2013
A reliable medium access mechanism based on priorities for wireless body sensor networks.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Self biofeedback control of oxygen consumption (Vo2) during cycling exercise: Based on its real time estimate.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Data architecture for telehealth services research: A case study of home tele-monitoring.
Proceedings of the 9th IEEE International Conference on Collaborative Computing: Networking, 2013

2012
Nonlinear modelling and control for heart rate response to exercise.
Int. J. Bioinform. Res. Appl., 2012

A mathematical model of the cardiovascular system under graded exercise levels.
Int. J. Bioinform. Res. Appl., 2012

Estimation of oxygen consumption during cycling and rowing.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Fingertip photoplethysmographic waveform variability and systemic vascular resistance in intensive care unit patients.
Medical Biol. Eng. Comput., 2011

An adaptive H∞ control design for exercise-independent human heart rate regulation system.
Proceedings of the 9th IEEE International Conference on Control and Automation, 2011

Robust online adaptive neural network control for the regulation of treadmill exercises.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Design of a decision-support architecture for management of remotely monitored patients.
IEEE Trans. Inf. Technol. Biomed., 2010

Can Triaxial Accelerometry Accurately Recognize Inclined Walking Terrains?
IEEE Trans. Biomed. Eng., 2010

Longitudinal Falls-Risk Estimation Using Triaxial Accelerometry.
IEEE Trans. Biomed. Eng., 2010

2009
Transient and steady state estimation of human oxygen uptake based on noninvasive portable sensor measurements.
Medical Biol. Eng. Comput., 2009

Classification of walking patterns on inclined surfaces from accelerometry data.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

Linear predictive modelling of gait patterns.
Proceedings of the IEEE International Conference on Acoustics, 2009

Exercise Rate Estimation using a Triaxial Accelerometer.
Proceedings of the BIOSIGNALS 2009, 2009

2008
Nonlinear Modeling and Control of Human Heart Rate Response During Exercise With Various Work Load Intensities.
IEEE Trans. Biomed. Eng., 2008

Patients' perceptions of a home telecare system.
Int. J. Medical Informatics, 2008

Accelerometry based classification of gait patterns using empirical mode decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2008

Cardiovascular Response Identification Based on Nonlinear Support Vector Regression.
Proceedings of the Biomedical Engineering Systems and Technologies, 2008

Nonlinear Modeling of Cardiovascular Response to Exercise.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

Nonlinear Modelling and Control of Heart Rate Response to Treadmill Walking Exercise.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

2007
Identification and Control for Heart Rate Regulation During Treadmill Exercise.
IEEE Trans. Biomed. Eng., 2007

Tablet PC and Electronic Whiteboard Use in Signal Processing Education [DSP Education].
IEEE Signal Process. Mag., 2007

Automated Sound Analysis System for Home Telemonitoring using Shifted Delta Cepstral Features.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007

Time-Frequency Based Features for Classification of Walking Patterns.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007

2006
Implementation of a Real-Time Human Movement Classifier Using a Triaxial Accelerometer for Ambulatory Monitoring.
IEEE Trans. Inf. Technol. Biomed., 2006

Time constant of heart rate recovery after low level exercise as a useful measure of cardiovascular fitness.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Modelling and Control for Heart Rate Regulation during Treadmill Exercise.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Estimation of Oxygen Consumption for Moderate Exercises by Using a Hammerstein Model.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

A Novel Image Capture System for Use in Telehealth Applications.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Characterization of Passive Infrared Sensors for Monitoring Occupancy Pattern.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Use of Infrared Sensors for Estimation of Energy Expenditure by Elderly People Living Alone at Home.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

A Clinical Monitoring and Management System for Residential Aged Care Facilities.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

An Adapted Gaussian Mixture Model Approach to Accelerometry-Based Movement Classification Using Time-Domain Features.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Experiences with an electronic whiteboard teaching laboratory and tablet PC based lecture presentations [DSP courses].
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2003
Evaluation of a virtual teaching laboratory for signal processing education.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2001
Inhomogeneity of action potential waveshape assists frequency entrainment of cardiac pacemaker cells.
IEEE Trans. Biomed. Eng., 2001

2000
Necessary conditions on the lifting scheme for existence of wavelets in L<sub>2</sub>(R).
Proceedings of the IEEE International Conference on Acoustics, 2000

Classification of the electrocardiogram using selected wavelet coefficients and linear discriminants.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
A web-based approach for electrocardiogram monitoring in the home.
Int. J. Medical Informatics, 1999

Information technology in primary health care.
Int. J. Medical Informatics, 1999


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