STAFF PROFILE
Professor Dinesh Kumar
Position:
Professor
College / Portfolio:
STEM College
School / Department:
STEM|School of Engineering
Phone:
+61399251954
Email:
dinesh.kumar@rmit.edu.au
Campus:
City Campus
Contact me about:
Research supervision,
Media comments
Fellowships, scholarships, and awards
A representative list of fellowships, scholarships, and awards are shown below.
- 2011- 2012- Brazil (CNPq) fellowship for International experts- Biomedical Engineering
- 2009- Erasumus Mundus International expert Fellowship
- 2015- IIT Madras Fellowship
Professional involvement
Membership of professional societies
- Institute of Electrical and Electronic Engineers (IEEE)
- Australian Society of Medical and Biological Engineers (SMBE)- chair for 3 years.
- ARC Australian Research Network for Intelligent Sensors, Sensor Networks and Signal processing, (ISSNIP) [2006-2011]
Editorial roles
- Associate Editor- IEEE Transactions of Neural Systems and Rehabilitation Engineering (TNSRE)
- International editor for Journal of Biomedical Engineering
- Guest editor for number of journals- such as Hindawi (2015), Elsevier (2013),
Chair for international conferences
- Chair of over 25 conferences.
- Founder and chair of IEEE Biosignals and Biorobotics since 2009.
Research publications
Disciplines
- Electronic engineering, Biomedical engineering, Bio-signal processing, intelligent systems.
Publication summary
- 2 authored books, 8 book chapters, 83 journal articles, 255 conference proceedings.
- Full list of publications can be found in Google Scholar.
Professional activities
- Leader of Biomedical Engineering research
Teaching activities
- Electronic Design
- Biomedical Electronics
- Introduction to Biomedical Engineering
- Biomedical Signal Processing
- Research Students mentoring
- 1991 – Ph.D., Biomedical Engg, Indian Institute of Technology, Delhi
- 1983 – Electrical Engg, Indian Institute of Technology, Madras (Chennai)
- Shajahan, S.,Poosapadi Arjunan, S.,Peters, J.,Perju-Dumbrava, L.,Ding, C.,Eller, M.,Raghav, S.,Kempster, P.,Motin, M.,Radcliffe, P.,Kumar, D. (2024). Wearable Accelerometer and Gyroscope Sensors for Estimating the Severity of Essential Tremor In: IEEE Journal of Translational Engineering in Health and Medicine, 12, 194 - 203
- Ngo, Q.,McConnell, N.,Motin, M.,Polus, B.,Bhattacharya, A.,Raghav, S.,Kumar, D. (2024). NeuroDiag: Software for Automated Diagnosis of Parkinson's Disease Using Handwriting In: IEEE Journal of Translational Engineering in Health and Medicine, 12, 291 - 297
- Ogrin, R.,Motin, M.,Aliahmad, B.,Elder, K.,Anderson, J.,Kumar, D. (2023). Can Thermal Imaging Technique be Used to Predict the Healing Status of a Venous Leg Ulcer? In: International Journal of Lower Extremity Wounds, 22, 85 - 92
- Motin, M.,Karmakar, C.,Palaniswami, M.,Penzel, T.,Kumar, D. (2023). Multi-stage sleep classification using photoplethysmographic sensor In: Royal Society Open Science, 10, 1 - 17
- Camargo De Oliveira, G.,Ngo, Q.,Junior, L.,Papa, J.,Jodas, D.,Kumar, D. (2023). Tabular data augmentation for video-based detection of hypomimia in Parkinson's disease In: Computer Methods and Programs in Biomedicine, 240, 1 - 8
- Hires, M.,Drotar, P.,Pah, N.,Ngo, Q.,Kumar, D. (2023). On the inter-dataset generalization of machine learning approaches to Parkinson's disease detection from voice In: International Journal of Medical Informatics, 179, 1 - 9
- Sarossy, M.,Crowston, J.,Kumar, D.,Weymouth, A.,Wu, Z. (2022). Time–Frequency Analysis of ERG With Discrete Wavelet Transform and Matching Pursuits for Glaucoma In: Translational Vision Science and Technology, 11, 1 - 14
- Ngo, Q.,Ogrin, R.,Kumar, D. (2022). Computerised prediction of healing for venous leg ulcers In: Scientific Reports, 12, 1 - 9
- Zanna, P.,Radcliffe, P.,Kumar, D. (2022). Preventing Attacks on Wireless Networks Using SDN Controlled OODA Loops and Cyber Kill Chains In: Sensors, 22, 1 - 17
- Zanna, P.,Kumar, D.,Radcliffe, P. (2022). Detecting IEEE 802.11 Client Device Impersonation on a Wireless Access Point In: Journal of Communications and Information Networks, 7, 408 - 420
- Using textural analysis of thermal imaging to predict healing status of diabetic foot ulcers (administered by the University of Melbourne). Funded by: Medical Research Future Fund from (2022 to 2026)
- Innovation Connections Project - Smart glove for training and monitoring chiropractic spinal adjustive therapy. Funded by: Innovation Connections grant - Cat 1 from (2022 to 2023)
- Wearable sensors for gait assessment of neuromotor disorder patients to prevent freezing of gait. Funded by: Promobilia Foundation Sweden: Competitive Grant from (2020 to 2022)
- Physiological Measures of Hearing Perception Using Function Near-Infrared Spectroscopy (APR Intern Rekha Puzhavakkathu Madom Viswanathan). Funded by: Australian Mathematical Sciences Institute Internship from (2020 to 2020)
- Hyperspectral Imaging for Ischaemia Detection. Funded by: Australian Academy of Technology and Engineering Primary Grant 2018 from (2018 to 2019)
Note: Supervision projects since 2004
28 PhD Completions and 7 Masters by Research Completions6 PhD Current Supervisions
Biomedical engineering, neuromotor control, biosignal phenomena, human computer interaction, back ailments, fatigue.