World's Best Scientists 2026 revealed!

D-Index & Metrics

Engineering and Technology

D-Index
43
Citations
11132
World Ranking
6021
National Ranking
321

Research.com Recognitions

  • 2014 - IEEE Fellow For contributions to telehealth services for the management of chronic disease

Overview

Branko G. Celler is affiliated with the University of New South Wales in Australia. Their research primarily focuses on the intersection of medicine and engineering, with notable contributions in the fields of cardiology and cardiovascular medicine, biomedical engineering, surgery, control and systems engineering, and radiology, nuclear medicine, and imaging.

The scientist's work spans several interconnected research topics including cardiovascular health and disease prevention, non-invasive vital sign monitoring, heart rate variability and autonomic control, hemodynamic monitoring and therapy, blood pressure and hypertension studies, COVID-19 diagnosis using artificial intelligence, and phonocardiography and auscultation techniques.

Among their recent publications are:

  • "Machine and Deep Learning for Tuberculosis Detection on Chest X-Rays: Systematic Literature Review," 2023, Journal of Medical Internet Research
  • "Home telemonitoring for chronic disease management: Perceptions of users and factors influencing adoption," 2021, Health Informatics Journal
  • "Artificial Intelligence Based Blood Pressure Estimation From Auscultatory and Oscillometric Waveforms: A Methodological Review," 2020, IEEE Reviews in Biomedical Engineering
  • "A Novel Automated Blood Pressure Estimation Algorithm Using Sequences of Korotkoff Sounds," 2020, IEEE Journal of Biomedical and Health Informatics
  • "Digital care technologies in people with dementia living in long-term care facilities to prevent falls and manage behavioural and psychological symptoms of dementia: a systematic review," 2021, European Journal of Ageing

Frequent co-authors collaborating with Branko G. Celler include Ahmadreza Argha, Mark Butlin, A. Yong, Alberto Avolio, and Steven W. Su.

Their work appears frequently in several publication venues such as:

  • Journal of Hypertension
  • Journal of Medical Internet Research
  • IEEE Transactions on Biomedical Engineering
  • Physiological Measurement
  • Health Informatics Journal

Branko G. Celler's research outputs highlight a strong focus on telehealth services and chronic disease management. This is acknowledged by an IEEE Fellow award received in 2014 for contributions to telehealth services for the management of chronic disease.

Best Publications

  • Implementation of a real-time human movement classifier using a triaxial accelerometer for ambulatory monitoring

    D.M. Karantonis;M.R. Narayanan;M. Mathie;N.H. Lovell

  • Accelerometry: providing an integrated, practical method for long-term, ambulatory monitoring of human movement.

    Merryn J Mathie;Adelle C F Coster;Nigel H Lovell;Branko G Celler

  • Classification of basic daily movements using a triaxial accelerometer.

    M. J. Mathie;Branko G. Celler;Nigel H. Lovell;A. C. F. Coster

  • Using information technology to improve the management of chronic disease.

    Branko G Celler;Nigel H Lovell;Jim Basilakis

  • Detection of daily physical activities using a triaxial accelerometer.

    M. J. Mathie;A. C. F. Coster;N. H. Lovell;B. G. Celler

  • Backstepping Control of Electro-Hydraulic System Based on Extended-State-Observer With Plant Dynamics Largely Unknown

    Qing Guo;Yi Zhang;Branko G. Celler;Steven W. Su

  • Classification of a known sequence of motions and postures from accelerometry data using adapted Gaussian mixture models

    Felicity R Allen;Eliathamby Ambikairajah;Nigel H Lovell;Nigel H Lovell;Branko G Celler

  • Remote monitoring of health status of the elderly at home. A multidisciplinary project on aging at the University of New South Wales

    B.G. Celler;W. Earnshaw;E.D. Ilsar;L. Betbeder-Matibet

  • Patients’ Perceptions of a Home Telecare System

    Mohammadreza Rahimpour;Nigel H. Lovell;Nigel H. Lovell;Branko G. Celler;John McCormick

  • Information technology in primary health care.

    Nigel H Lovell;Branko G Celler

  • A pilot study of long-term monitoring of human movements in the home using accelerometry.

    Merryn J Mathie;Adelle C F Coster;Nigel H. Lovell;Branko G. Celler

  • Nonlinear Modeling and Control of Human Heart Rate Response During Exercise With Various Work Load Intensities

    T.M. Cheng;A.V. Savkin;B.G. Celler;S.W. Su

  • The potential impact of home telecare on clinical practice.

    Branko G Celler;Nigel H Lovell;Daniel K Y Chan

  • Neural Adaptive Backstepping Control of a Robotic Manipulator With Prescribed Performance Constraint

    Qing Guo;Yi Zhang;Branko G. Celler;Steven W. Su

  • A system for monitoring posture and physical activity using accelerometers

    M.J. Mathie;J. Basilakis;B.G. Celler

  • A monitoring apparatus for an ambulatory subject and a method for monitoring the same

    Merryn Joy Sampark Co Mathie;Branko G Sampark Co Celler;Nigel H Sampark Co Lovell

  • Ion currents underlying sinoatrial node pacemaker activity: a new single cell mathematical model.

    Socrates Dokos;Branko Celler;Nigel Lovell

  • Identification and Control for Heart Rate Regulation During Treadmill Exercise

    S.W. Su;Lu Wang;B.G. Celler;A.V. Savkin

  • Accelerometry Based Classification of Walking Patterns Using Time-frequency Analysis

    N.H. Lovell;Ning Wang;E. Ambikairajah;B.G. Celler

  • An instrumentation system for the remote monitoring of changes in functional health status of the elderly at home

    B.G. Celler;T. Hesketh;W. Earnshaw;E. Ilsar

Frequent Co-Authors

Nigel H. Lovell
Nigel H. Lovell University of New South Wales
Andrey V. Savkin
Andrey V. Savkin University of New South Wales
Eliathamby Ambikairajah
Eliathamby Ambikairajah University of New South Wales
Stephen J. Redmond
Stephen J. Redmond University College Dublin
Farah Magrabi
Farah Magrabi Macquarie University
Julien Epps
Julien Epps University of New South Wales
Lin Ye
Lin Ye Southern University of Science and Technology
Surya Nepal
Surya Nepal Commonwealth Scientific and Industrial Research Organisation
Peng Xu
Peng Xu Chinese Academy of Sciences
Dezhong Yao
Dezhong Yao University of Electronic Science and Technology of China

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