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:
Bundoora West
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)
- Vavrek, L.,Hires, M.,Kumar, D.,Drotar, P. (2021). Deep convolutional neural network for detection of pathological speech In: SAMI 2021 - IEEE 19th World Symposium on Applied Machine Intelligence and Informatics, Proceedings, Herl'any, Slovakia, 21-23 January 2021
- Makaram, N.,Arjunan, S.,Kumar, D.,Swaminathan, R. (2021). Spatial Intensity Map of HDEMG Based Classification of Muscle Fatigue In: Studies in health technology and informatics, 281, 508 - 509
- Ogrin, R.,Motin, M.,Aliahmad, B.,Elder, K.,Anderson, J.,Kumar, D. (2021). Can Thermal Imaging Technique be Used to Predict the Healing Status of a Venous Leg Ulcer? In: International Journal of Lower Extremity Wounds, , 1 - 8
- Monshipouri, M.,Aliahmad, B.,Ogrin, R.,Elder, K.,Anderson, J.,Polus, B.,Kumar, D. (2021). Thermal imaging potential and limitations to predict healing of venous leg ulcers In: Scientific Reports, 11, 1 - 11
- Ajaz, A.,Aliahmad, B.,Kumar, H.,Sarossy, M.,Kumar, D. (2020). Association between Optical Coherence Tomography and Fluorescein Angiography based retinal features in the diagnosis of Macular Edema In: Computers in Biology and Medicine, 116, 1 - 6
- Manjeri Keloth, S.,Poosapadi Arjunan, S.,Kumar, D. (2020). Variance of the gait parameters and fraction of double-support interval for determining the severity of parkinson's disease In: Applied Sciences (Switzerland), 10, 1 - 10
- Bhowmik, S.,Motin, M.,Sarossy, M.,Radcliffe, P.,Kumar, D. (2020). Sample entropy analysis of pupillary signals in glaucoma patients and control via light-induced pupillometry In: Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2020), Montreal, QC, Canada, 20-24 July 2020
- Gautam, A.,Panwar, M.,Wankhede, A.,Poosapadi Arjunan, S.,Naik, G.,Acharyya, A.,Kumar, D. (2020). LoCoMo-Net: A Low-Complex Deep Learning Framework for sEMG Based Hand Movement Recognition for Prosthetic Control In: IEEE Journal of Translational Engineering in Health and Medicine, 8, 1 - 12
- Manjeri Keloth, S.,Radcliffe, P.,Raghav, S.,Arjunan, S.,Kumar, D. (2020). Differentiating between Parkinson's disease patients and controls using variability in muscle activation during walking In: Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2020), Montreal, Canada, 20-24 July 2020
- Motin, M.,Karmakar, C.,Kumar, D.,Palaniswami, M. (2020). PPG Derived Respiratory Rate Estimation in Daily living Conditions In: Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2020), Montreal, Canada, 20-24 July 2020
- Wearable sensors for gait assessment of neuromotor disorder patients to prevent freezing of gait. Funded by: Promobilia Foundation Sweden: Competitive Grant 2016 onwards 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)
- Muscle fatigue monitor. Funded by: Global Connections Fund Bridging Grants 2017 from (2017 to 2018)
- Real-time Spectroscopic system for contaminant detection in red meat. Funded by: Australian Meat Processor Corporation (AMPC) and Meat and Livestock Australia (MLA) Joint Food Safety Program Grant 2016 from (2016 to 2018)
Note: Supervision projects since 2004
25 PhD Completions and 7 Masters by Research Completions3 PhD Current Supervisions
Biomedical engineering, neuromotor control, biosignal phenomena, human computer interaction, back ailments, fatigue.