Research interests
Applied Artificial Intelligence, Internet of Medical Things, Wearable Devices, Signal Quality Analysis, Time Series Analysis, Nonlinear Signal Processing, Irregularity & Complexity, Health Informatics, Modeling of physiological systems
Publications
Saifur Rahman, Shantanu Pal, John Yearwood, Chandan Karmakar
(2024), pp. 1-11, IEEE Transactions on Consumer Electronics, Piscataway, N.J., C1
Farnad Nasirzadeh, Chandan Karmakar, Ahsan Habib, Kevin Benny Neelangal, Mostafa Mir, SangHyun Lee, Tony Arnel
(2024), pp. 1-38, Heliyon, Amsterdam, The Netherlands, C1
A Robust Feature Integration for Multiclass Metamorphic Malware Detection in IoT Network
Tisha Chawla, Saifur Rahman, Shantanu Pal, Chandan Karmakar
(2024), pp. 412-414, COMSNETS 2024 : Proceedings of the 2024 16th International Conference on COMmunication Systems & NETworkS, Bengaluru, India, E1
A Prognostic Framework for Post-Operative Patient Survival Prediction in IoMT
Shubh Mittal, Saifur Rahman, Shantanu Pal, Chandan Karmakar
(2024), pp. 415-417, COMSNETS 2024 : Proceedings of the 16th International Conference on COMmunication Systems & NETworkS, Bengaluru, India, E1
Interpretability and Optimisation of Convolutional Neural Networks Based on Sinc-Convolution
A Habib, C Karmakar, J Yearwood
(2023), Vol. 27, pp. 1758-1769, IEEE Journal of Biomedical and Health Informatics, Piscataway, N.J., C1
Performance of a Convolutional Neural Network Derived from PPG Signal in Classifying Sleep Stages
A Habib, M Motin, T Penzel, M Palaniswami, J Yearwood, C Karmakar
(2023), Vol. 70, pp. 1717-1727, IEEE Transactions on Biomedical Engineering, Piscataway, N.J., C1
Domain Agnostic Post-Processing for QRS Detection Using Recurrent Neural Network
Ahsan Habib, Chandan Karmakar, John Yearwood
(2023), Vol. 27, pp. 3748-3759, IEEE Journal of Biomedical and Health Informatics, Piscataway, N.J., C1
Elton Lobo, Chandan Karmakar, Mohamed Abdelrazek, Jemal Abawajy, Clara Chow, Yuxin Zhang, Muhammad Kabir, Reza Daryabeygi, Ralph Maddison, Sheikh Islam
(2023), Vol. 11, pp. 01-15, Frontiers in Public Health, Lausanne, Switzerland, C1
Multi-stage sleep classification using photoplethysmographic sensor
Mohammod Motin, Chandan Karmakar, Marimuthu Palaniswami, Thomas Penzel, Dinesh Kumar
(2023), Vol. 10, pp. 1-17, Royal Society Open Science, London, Eng., C1
Hua-Hie Yong, Chandan Karmakar, Mohammod Motin, Ron Borland, K Cummings, Shannon Gravely, Geoffrey Fong
(2023), Vol. 25, pp. 1594-1602, Nicotine and Tobacco Research, Oxford, Eng., C1
Use of Ensemble Learning to Detect Buffer Overflow Exploitation
A Youssef, M Abdelrazek, C Karmakar
(2023), Vol. 11, pp. 52009-52025, IEEE Access, Piscataway, N.J., C1
Measurement of stress-induced sympathetic nervous activity using multi-wavelength PPG
Radhagayathri Udhayakumar, Saifur Rahman, Dilpreet Buxi, Vaughan Macefield, Tye Dawood, Nicholas Mellor, Chandan Karmakar
(2023), Vol. 10, pp. 1-17, Royal Society Open Science, London, Eng., C1
Program Characterization for Software Exploitation Detection
Ayman Youssef, Mohamed Abdelrazek, Chandan Karmakar
(2023), pp. 1-8, ARES 2023 : Proceedings of the 18th International Conference on Availability, Reliability and Security, Benevento Italy, E1
Saifur Rahman, Ahsan Habib, Chandan Karmakar, John Yearwood
(2023), pp. 1-4, EMBC 2023 : Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, Sydney, Australia, E1
Nonlinear Features from Multi-Modal Signals for Continuous Stress Monitoring
Radhagayathri Udhayakumar, Saifur Rahman, Shivapratap Gopakumar, Chandan Karmakar
(2023), pp. 1-4, EMBC 2023 : Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, Sydney, Australia, E1
Elton Lobo, Mohamad Abdelrazek, Abbas Khosravi, Chandan Karmakar, Sheikh Islam
(2022), Vol. 15, pp. 215-233, The Science behind the COVID Pandemic and Healthcare Technology Solutions, Cham, Switzerland, B1
E Keenan, C Karmakar, R Udhayakumar, F Brownfoot, I Lakhno, V Shulgin, J Behar, M Palaniswami
(2022), Vol. 43, pp. 1-13, Physiological Measurement, Bristol, Eng., C1
Robustness of electrocardiogram signal quality indices
S Rahman, C Karmakar, I Natgunanathan, J Yearwood, M Palaniswami
(2022), Vol. 19, pp. 1-15, Journal of the Royal Society Interface, London, Eng., C1
Wearable cuffless blood pressure monitoring devices: a systematic review and meta-analysis
Sheikh Islam, Clara Chow, Reza Daryabeygikhotbehsara, Narayan Subedi, Jonathan Rawstorn, Teketo Tegegne, Chandan Karmakar, Muhammad Siddiqui, Gavin Lambert, Ralph Maddison
(2022), Vol. 3, pp. 323-337, European Heart Journal - Digital Health, Oxford, England, C1
Scalable Cluster Tendency Assessment for Streaming Activity Data using Recurring Shapelets
S Datta, C Karmakar, P Rathore, M Palaniswami
(2022), Vol. 2022-July, pp. 1036-1040, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Piscataway, N.J., C1-1
A Real-Time Tunable ECG Noise-Aware System for IoT-Enabled Devices
S Rahman, C Karmakar, J Yearwood, M Palaniswami
(2022), Vol. 22, pp. 23277-23285, IEEE Sensors Journal, C1
Differentiating acute from chronic insomnia with machine learning from actigraphy time series data
S Rani, S Shelyag, C Karmakar, Ye Zhu, R Fossion, J Ellis, S Drummond, M Angelova
(2022), Vol. 2, pp. 1-15, Frontiers in Network Physiology, Lausanne, Switzerland, C1
Machine Learning Aided Minimal Sensor based Hand Gesture Character Recognition
N Zaidi, P Kumari, S Rajasegarar, C Karmakar
(2022), DSAA 2022 : Proceedings of the IEEE 9th International Conference on Data Science and Advanced Analytics 2022, Shenzhen, China, E1
S Datta, C Karmakar, B Yan, M Palaniswami
(2021), Vol. 25, pp. 1964-1974, IEEE Journal of Biomedical and Health Informatics, United States, C1
H Yong, C Karmakar, M Motin, R Borland, T Elton-Marshall, K Cummings, G Fong, M Thompson
(2021), Vol. 218, Drug and Alcohol Dependence, Ireland, C1
Upper limb movement profiles during spontaneous motion in acute stroke
S Datta, C Karmakar, A Rao, B Yan, M Palaniswami
(2021), Vol. 42, Physiological Measurement, England, C1
Personalized Anatomic Modeling for Noninvasive Fetal ECG: Methodology and Applications
E Keenan, C Karmakar, F Brownfoot, M Palaniswami
(2021), Vol. 70, IEEE Transactions on Instrumentation and Measurement, C1
Lempel-Ziv complexity of the pNNx statistics - an application to neonatal stress
M Šapina, C Karmakar, K Kramarić, M Kośmider, M Garcin, D Brdarić, K Milas, J Yearwood
(2021), Vol. 146, Chaos, Solitons and Fractals, C1
T Liu, P Li, Y Liu, H Zhang, Y Li, Y Jiao, C Liu, C Karmakar, X Liang, M Ren, X Wang
(2021), Vol. 23, Entropy, Switzerland, C1
S Kusmakar, C Karmakar, Y Zhu, S Shelyag, S Drummond, J Ellis, M Angelova
(2021), Vol. 8, Royal Society Open Science, England, C1
Deep learning algorithms for cyber security applications: A survey
G Li, P Sharma, L Pan, S Rajasegarar, C Karmakar, N Patterson
(2021), Vol. 29, pp. 447-471, Journal of Computer Security, C1
Shapelet Based Visual Assessment of Cluster Tendency in Analyzing Complex Upper Limb Motion
Shreyasi Datta, Chandan Karmakar, Punit Rathore, Marimuthu Palaniswami
(2021), pp. 1315-1319, ICASSP 2021 :Proceedings of the 2021 IEEE International Conference on Acoustics, Speech and Signal Processing, Toronto, Ontario, E1
ECG-Adv-GAN: Detecting ECG Adversarial Examples with Conditional Generative Adversarial Networks
K Hossain, S Kamran, A Tavakoli, Lei Pan, Daniel Ma, S Rajasegarar, Chandan Karmakar
(2021), pp. 50-56, ICMLA 2021 : Proceedings of the 2021 20th IEEE International Conference on Machine Learning and Applications, Pasadena, Calif., E1
Emerson Keenan, Chandan Karmakar, Fiona Brownfoot, Marimuthu Palaniswami
(2021), pp. 4134-4138, EMBC 2021 : Proceedings of the 43rd Annual Conference of the IEEE Engineering in Medicine & Biology Society, Mexico, E1
Measures of Bipedal Toe-Ground Clearance Asymmetry to Characterize Gait in Stroke Survivors
Shreyasi Datta, Rezaul Begg, Aravinda Rao, Chandan Karmakar, Soheil Bajelan, Catherine Said, Marimuthu Palaniswami
(2021), pp. 6015-6018, EMBC 2021 : Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, Mexico, E1
Emran Ali, Radhagayathri Udhayakumar, Maia Angelova, Chandan Karmakar
(2021), pp. 1083-1085, EMBC 2021 : Proceedings of the 43rd Annual Conference of the IEEE Engineering in Medicine & Biology Society, Mexico, E1
A Youssef, M Abdelrazek, C Karmakar, Z Baig
(2021), Vol. 13041, pp. 340-352, NSS 2021 : Proceedings of the 15th Network and System Security International Conference, Tianjin, China, E1
Compact Pulse Oximeter Designed for Blood Oxygen Saturation and Heart Rate Monitoring
M Motin, P Das, C Karmakar, M Palaniswami
(2021), pp. 125-128, ICEEE 2021 : Proceedings of the 3rd International Conference on Electrical and Electronic Engineering, Rajshahi, Bangladesh, E1-1
A Survey on Anomalous Behavior Detection for Elderly Care Using Dense-Sensing Networks
S Deep, X Zheng, C Karmakar, D Yu, L Hamey, J Jin
(2020), Vol. 22, pp. 352-370, IEEE Communications Surveys and Tutorials, C1
H Yong, C Karmakar, R Borland, S Kusmakar, M Fuller-Tyszkiewicz, J Yearwood
(2020), Vol. 103, Addictive Behaviors, England, C1
Shreyasi Datta, Chandan Karmakar, Aravinda Rao, Bernard Yan, Marimuthu Palaniswami
(2020), Vol. 28, pp. 805-816, IEEE Transactions on Neural Systems and Rehabilitation Engineering, Piscataway, N.J., C1
H Li, X Wang, C Liu, Q Zeng, Y Zheng, X Chu, L Yao, J Wang, Y Jiao, C Karmakar
(2020), Vol. 120, Computers in Biology and Medicine, United States, C1
Automated Method for Detecting Acute Insomnia Using Multi-Night Actigraphy Data
M Angelova, C Karmakar, Y Zhu, S Drummond, J Ellis
(2020), Vol. 8, pp. 74413-74422, IEEE Access, C1
B Fernandes, C Karmakar, R Tamouza, T Tran, J Yearwood, N Hamdani, H Laouamri, J Richard, R Yolken, M Berk, S Venkatesh, M Leboyer
(2020), Vol. 10, Translational Psychiatry, United States, C1
Photoplethysmographic-based automated sleep-wake classification using a support vector machine
M Abdul Motin, C Kamakar, P Marimuthu, T Penzel
(2020), Vol. 41, Physiological Measurement, England, C1
Remote health diagnosis and monitoring in the time of COVID-19
J Behar, C Liu, K Kotzen, K Tsutsui, V Corino, J Singh, M Pimentel, P Warrick, S Zaunseder, F Andreotti, D Sebag, G Kopanitsa, P McSharry, W Karlen, C Karmakar, G Clifford
(2020), Vol. 41, Physiological Measurement, England, C1
Modified distribution entropy as a complexity measure of heart rate variability (HRV) signal
R Udhayakumar, C Karmakar, P Li, X Wang, M Palaniswami
(2020), Vol. 22, Entropy, Switzerland, C1
Robust patient information embedding and retrieval mechanism for ECG signals
I Natgunanathan, C Karmakar, S Rajasegarar, T Zong, A Habib
(2020), Vol. 8, pp. 181233-181245, IEEE Access, C1
C Karmakar, R Udhayakumar, M Palaniswami
(2020), Vol. 22, pp. 1-28, Entropy, Switzerland, C1
Bivariate entropy analysis of electrocardiographic rr-qt time series
B Shi, M Motin, X Wang, C Karmakar, P Li
(2020), Vol. 22, pp. 1-9, Entropy, Switzerland, C1
Entropy profiling for detection of fetal arrhythmias in short length fetal heart rate recordings
E Keenan, R Udhayakumar, C Karmakar, F Brownfoot, M Palaniswami
(2020), pp. 621-624, EMBC 2020 : Enabling innovative technologies for global healthcare : Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Online from Montreal, Canada, E1
PPG derived respiratory rate estimation in daily living conditions
M Motin, Chandan Karmakar, D Kumar, M Palaniswami
(2020), Vol. 2020-Aug, pp. 2736-2739, EMBC 2020 : Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, Online : Montreal, Quebec, E1
Analyzing distance measures for upper limb activity measurement in hemiparetic stroke patients
S Datta, C Karmakar, B Yan, M Palaniswami
(2020), pp. 3735-3738, EMBS 2020 : Enabling innovative technologies for global healthcare : Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Online from Montreal, Canada, E1
Poincaré descriptors for identifying hemiparesis in acute stroke using wearable accelerometry
Shreyasi Datta, Chandan Karmakar, Bernard Yan, Marimuthu Palaniswami
(2020), pp. 588-591, EMBC 2020 : Enabling innovative technologies for global healthcare : Proceedings of the 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, Online from Montreal, Canada, E1
Averaging methods using dynamic time warping for time series classification
S Datta, C Karmakar, M Palaniswami
(2020), pp. 2794-2798, SSCI 2020 : Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, Online from Canberra, Australia, E1
Automated detection of convulsive seizures using a wearable accelerometer device
S Kusmakar, C Karmakar, B Yan, T O'Brien, R Muthuganapathy, M Palaniswami
(2019), Vol. 66, pp. 421-432, IEEE Transactions on Biomedical Engineering, United States, C1
S Kusmakar, C Karmakar, B Yan, R Muthuganapathy, P Kwan, T O'Brien, M Palaniswami
(2019), Vol. 60, pp. 165-174, Epilepsia, United States, C1
C Yan, P Li, L Yao, C Karmakar, C Liu
(2019), Vol. 137, pp. 515-526, Measurement, Amsterdam, The Netherlands, C1
Selection of empirical mode decomposition techniques for extracting breathing rate from PPG
M Motin, C Karmakar, M Palaniswami
(2019), Vol. 26, pp. 592-596, IEEE signal processing letters, Piscataway, N.J., C1
PPG derived heart rate estimation during intensive physical exercise
Mohammod Motin, Chandan Karmakar, Marimuthu Palaniswami
(2019), Vol. 7, pp. 56062-56069, IEEE access, Piscataway, N.J., C1
Multiscale entropy profiling to estimate complexity of heart rate dynamics
R Udhayakumar, C Karmakar, M Palaniswami
(2019), Vol. 100, Physical Review E, United States, C1
Impact of ECG dataset diversity on generalization of CNN model for detecting QRS complex
Ahsan Habib, Chandan Karmakar, John Yearwood
(2019), Vol. 7, pp. 93275-93285, IEEE access, Piscataway, N.J., C1
L Brown, C Karmakar, M Flynn, M Motin, M Palaniswami, C Celano, J Huffman, C Bryant
(2019), Vol. 21, The primary care companion for CNS disorders, Memphis, Tenn., C1
S Islam, S Cartledge, C Karmakar, J Rawstorn, S Fraser, C Chow, R Maddison
(2019), Vol. 7, JMIR mHealth and uHealth, Canada, C1
Y Li, P Li, X Wang, C Karmakar, C Liu, C Liu
(2019), Vol. 57, pp. 389-400, Medical and Biological Engineering and Computing, United States, C1
Detection of smoking events from confounding activities of daily living
J Lu, J Wang, X Zheng, C Karmakar, S Rajasegarar
(2019), pp. 1-9, ACSW 2019 : Proceedings of the Australasian Computer Science Week Multiconference, Sydney, N.S.W., E1
Cross entropy profiling to test pattern synchrony in short-term signals
Radhagayathri Udhayakumar, Chandan Karmakar, Marimuthu Palaniswami
(2019), pp. 737-740, EMBS 2019 : Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Berlin, Germany, E1
Entropy profiling to detect ST change in heart rate variability signals
Radhagayathri Udhayakumar, Chandan Karmakar, Marimuthu Palaniswami
(2019), pp. 4588-4591, EMBC 2019 : Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Berlin, Germany, E1
Sleep-wake classification using statistical features extracted from Photoplethysmographic signals
Mohammod Motin, Chandan Karmakar, Thomas Penzel, Marimuthu Palaniswami
(2019), pp. 5564-5567, EMBC 2019: Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Berlin, Germany, E1
The influence of vectorcardiogram orientation on the T/QRS ratio obtained via non-invasive fetal ECG
Emerson Keenan, Chandan Karmakar, Marimuthu Palaniswami
(2019), pp. 1883-1886, EMBC 2019 : Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Berlin, Germany, E1
Tone-entropy analysis of heart rate variability in cardiac autonomic neuropathy
C Karmakar, A Khandoker, H Jelinek, M Palaniswami
(2018), pp. 227-248, ECG time series variability analysis : engineering and medicine, Boca Raton, Fla, B1
H Jelinek, D Cornforth, A Koenig, R Riener, C Karmakar, M Imam, A Khandoker, M Palaniswami, M Minichiello
(2018), pp. 281-296, ECG time series variability analysis : engineering and medicine, Boca Raton, Fla, B1
M Motin, C Karmakar, M Palaniswami
(2018), Vol. 22, pp. 766-774, IEEE Journal of Biomedical and Health Informatics, United States, C1
D Brownstein, E Salagre, C Köhler, B Stubbs, J Vian, C Pereira, V Chavarria, C Karmakar, A Turner, J Quevedo, A Carvalho, M Berk, B Fernandes
(2018), Vol. 52, pp. 24-38, Australian and New Zealand Journal of Psychiatry, England, C1
Understanding irregularity characteristics of short-term HRV signals using sample entropy profile
R Udhayakumar, C Karmakar, M Palaniswami
(2018), Vol. 65, pp. 2569-2579, IEEE Transactions on Biomedical Engineering, United States, C1
Detection of epileptic seizure based on entropy analysis of short-term EEG
P Li, C Karmakar, J Yearwood, S Venkatesh, M Palaniswami, C Liu
(2018), Vol. 13, PLoS ONE, United States, C1
Heart rate variability alterations in late life depression: A meta-analysis
L Brown, C Karmakar, R Gray, R Jindal, T Lim, C Bryant
(2018), Vol. 235, pp. 456-466, Journal of Affective Disorders, Netherlands, C1
X Wang, C Yan, B Shi, C Liu, C Karmakar, P Li
(2018), Vol. 2018, Computational and Mathematical Methods in Medicine, United States, C1
Multi-lag tone-entropy in neonatal stress
M Šapina, C Karmakar, K Kramarić, M Garcin, P Adelson, K Milas, M Pirić, D Brdarić, J Yearwood
(2018), Vol. 15, Journal of the Royal Society Interface, England, C1
The effects of asymmetric volume conductor modeling on non-invasive fetal ECG extraction
E Keenan, C Karmakar, M Palaniswami
(2018), Vol. 39, Physiological Measurement, England, C1
Onset detection of epileptic seizures from accelerometry signal
Shitanshu Kusmakar, Chandan Karmakar, Bernard Yan, Terence O'Brien, Ramanathan Muthuganapathy, Marimuthu Palaniswami
(2018), pp. 6104-6107, EMBC 2018 : Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Honolulu, Hi, E1
Robust heart rate estimation during physical exercise using photoplethysmographic signals
Mohammod Motin, Chandan Karmakar, Marimuthu Palaniswami
(2018), Vol. 2018, pp. 494-497, Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Honolulu, Hawaii, E1
Shitanshu Kusmakar, Chandan Karmakar, Bernard Yan, Terence OrBrien, Marimuthu Palaniswami, Ramanathan Muthuganapathy
(2018), Vol. 2018, pp. 3402-3405, Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Honolulu, Hawaii, E1
Approximate entropy profile: a novel approach to comprehend irregularity of short-term HRV signal
R Udhayakumar, C Karmakar, M Palaniswami
(2017), Vol. 88, pp. 823-837, Nonlinear dynamics, Dordrecht, The Netherlands, C1
Area asymmetry of heart rate variability signal
C Yan, P Li, L Ji, L Yao, C Karmakar, C Liu
(2017), Vol. 16, BioMedical Engineering Online, England, C1
C Karmakar, R Udhayakumar, P Li, S Venkatesh, M Palaniswami
(2017), Vol. 8, Frontiers in Physiology, Switzerland, C1
F Marzbanrad, C Karmakar, A Khandoker, M Palaniswami, T Moritani, H Jelinek
(2017), Vol. 65, pp. 462-465, EMBEC 2017 & NBC 2017 : Proceedings of the 2017 Joint conference of the European Medical and Biological and Nordic-Baltic Conference on Biomedical Engineering and Medical Physics, Tampere, Finland, E1
Secondary measures of regularity from an entropy profile in detecting Arrhythmia
Radhagayathri Udhayakumar, Chandan Karmakar, Marimuthu Palaniswami
(2017), Vol. 2017, pp. 3485-3488, EMBC 2017 : Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jeju Island, Korea, E1
Detection of generalized tonic-clonic seizures using short length accelerometry signal
S Kusmakar, C Karmakar, B Yan, T O'Brien, R Muthuganapathy, M Palaniswami
(2017), Vol. 2017, pp. 4566-4569, EMBC 2017 : Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jeju Island, Korea, E1
Peng Li, Lei Yu, Yang Li, C Karmakar, Changchun Liu
(2017), pp. 1328-1331, EMBC 2017 : Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Conference, Jeju Island, Korea, E1
Mohammod Motin, Chandan Karmakar, Marimuthu Palaniswami
(2017), Vol. 2017, pp. 1804-1807, EMBC '17 Jeju, Korea : 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society : Smarter Technology for a Healthier World : July 11-15, 2017, International Convention Center (ICC), Jeju Island, Korea, Cheju Island, Korea, E1
Non-invasive sensor based automated smoking activity detection
B Bhandari, JianChao Lu, Xi Zheng, S Rajasegarar, C Karmakar
(2017), pp. 845-848, EMBC 2017 : Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Seogwipo, South Korea, E1
M Imam, C Karmakar, H Jelinek, M Palaniswami, A Khandoker
(2016), Vol. 20, pp. 64-72, IEEE Journal of Biomedical and Health Informatics, United States, C1
F Marzbanrad, A Khandoker, B Hambly, E Ng, M Tamayo, Y Lu, S Matthews, C Karmakar, M Palaniswami, H Jelinek, C McLachlan
(2016), Vol. 20, pp. 55-63, IEEE journal of biomedical and health informatics, Piscataway, N.J., C1-1
Classification of 5-S epileptic EEG recordings using distribution entropy and sample entropy
P Li, C Karmakar, C Yan, M Palaniswami, C Liu
(2016), Vol. 7, Frontiers in Physiology, Switzerland, C1
C Karmakar, W Luo, T Tran, M Berk, S Venkatesh
(2016), Vol. 3, JMIR Mental Health, Canada, C1
B Fernandes, J Steiner, M Molendijk, S Dodd, P Nardin, C Gonçalves, F Jacka, C Köhler, C Karmakar, A Carvalho, M Berk
(2016), Vol. 3, pp. 1147-1156, The Lancet Psychiatry, England, C1
W Luo, D Phung, T Tran, S Gupta, S Rana, C Karmakar, A Shilton, J Yearwood, N Dimitrova, T Ho, S Venkatesh, M Berk
(2016), Vol. 18, Journal of Medical Internet Research, Canada, C1
Multi-task transfer learning for in hospital-death prediction of ICU patients
C Karmakar, B Saha, M Palaniswami, S Venkatesh
(2016), pp. 3321-3324, EMBC 2016: Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Orlando, Florida, E1
Effect of embedding dimension on complexity measures in identifying Arrhythmia
R Udhayakumar, C Karmakar, P Li, M Palaniswami
(2016), Vol. October 2016, pp. 6230-6233, IEEE EMBC 2016 : Proceedings of the 38th Annual International Conference in Medicine and Biology Society, Orlando, Florida, E1
Mohammod Motin, Marimuthu Palaniswami, C Karmakar
(2016), pp. 3817-3820, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Orlando, FL, USA, E1-1
M Imam, A Khandoker, H Jelinek, M Palaniswami, C Karmakar
(2016), pp. 928-931, EMBC 2016 : Proceedings of the 38th IEEE Annual Internation Conference of the Engineering in Medicine and Biology Society, Orlando, Florida, E1
Influence of embedding dimension on distribution entropy in analyzing heart rate variability
R Udhayakumar, P Li, M Palaniswami, C Karmakar
(2016), pp. 6222-6225, EMBC 2016 : Proceedings of the 38th IEEE Annual International Conference of the Engineering in medicine and Biology Society, Orlando, Florida, E1
The role of serious games in robot exoskeleton-assisted rehabilitation of stroke patients
D Cornforth, A Koenig, R Riener, K August, A Khandoker, C Karmakar, M Palaniswami, H Jelinek
(2015), pp. 233-254, Serious games analytics: methodologies for performance measurement, assessment, and improvement, Cham, Switzerland, B1-1
Phase asymmetry of heart rate variability signal
C Karmakar, A Khandoker, M Palaniswami
(2015), Vol. 36, pp. 303-314, Physiological measurement, Bristol, Eng., C1-1
Tone entropy analysis of foetal heart rate variability
A Khandoker, C Karmakar, Y Kimura, M Endo, S Oshio, M Palaniswami
(2015), Vol. 17, pp. 1042-1053, Entropy, Basel, Switzerland, C1
Analysis of fetal heart rate asymmetry before and after 35 weeks of gestation
C Karmakar, Y Kimura, M Palaniswami, A Khandoker
(2015), Vol. 21, pp. 43-48, Biomedical signal processing and control, Amsterdam, The Netherlands, C1
M Imam, C Karmakar, H Jelinek, M Palaniswami, A Khandoker
(2015), Vol. 3, pp. 1-10, IEEE journal of translational engineering in health and medicine, Piscataway, N.J., C1-1
H Jelinek, C Karmakar, A Kiviniemi, A Hautala, M Tulppo, T Mäkikallio, H Huikuri, A Khandoker, M Palaniswami
(2015), Vol. 115, pp. 2069-2080, European journal of applied physiology, Berlin, Germany, C1-1
C Karmakar, R Udhayakumar, M Palaniswami
(2015), pp. 5207-5210, EMBC 2015 : Proceedings of the IEEE Engineering in Medicine and Biology Society Annual International Conference, Milan, Italy, E1
R Udhayakumar, C Karmakar, P Li, M Palaniswami
(2015), pp. 7877-7880, EMBC 2015: Proceedings of the 37th IEEE Engineering in Medicine and Biology Society 2015 conference, Milan, Italy, E1
C Karmakar, H Jelinek, A Khandoker, M Tulppo, T Makikallio, A Kiviniemi, H Huikuri, M Palaniswami
(2015), Vol. 2015, pp. 2367-2370, EMBC 2015: Proceedings of the IEEE Engineering in Medicine and Biology Society 2015 Annual International Conference, Milan, Italy, E1
Chandan Karmakar, Mohammad Imam, Peng Li, Marimuthu Palaniswami
(2015), pp. 377-380, 2015 Computing in Cardiology Conference (CinC), Nice, France, E1
Retinal artery and venular caliber grading: a semi-automated evaluation tool
A Bhuiyan, C Karmakar, R Kawasaki, E Lamoureux, K Ramamohanarao, Y Kanagasingam, T Wong
(2014), Vol. 44, pp. 1-9, Computers in biology and medicine, Amsterdam, The Netherlands, C1-1
M Imam, C Karmakar, A Khandoker, M Palaniswami
(2014), Vol. 52, pp. 851-860, Medical and biological engineering and computing, Berlin, Germany, C1-1
F Marzbanrad, B Hambly, E Ng, M Tamayo, S Matthews, C Karmakar, A Khandoker, M Palaniswami, H Jelinek
(2014), Vol. 2014, pp. 6683-6686, EMBC 2014 : Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Chicago, Illinois, E1-1
Investigating foetal heart rate asymmetry
C Karmakar, A Khandoker, Y Kimura, M Palaniswami
(2014), Vol. 2014, pp. 2261-2264, EMBC 2014 : Proceedings of the 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Chocago, Illinois, E1-1
Effect of gender and diabetes on major depressive disorder using heart rate asymmetry
C Karmakar, H Jelinek, P Warner, A Khandoker, M Palaniswami
(2014), Vol. 2014, pp. 6679-6682, EMBC 2014 : Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Chicago, Illinois, E1-1
Poincaré plot methods for heart rate variability analysis
A Khandoker, C Karmakar, M Brennan, A Voss, M Palaniswami
(2013), New York, N.Y., A1-1
Understanding ageing effects using complexity analysis of foot-ground clearance during walking
C Karmakar, A Khandoker, R Begg, M Palaniswami
(2013), Vol. 16, pp. 554-564, Computer methods in biomechanics and biomedical engineering, Abingdon, Eng., C1-1
Investigating relative respiratory effort signals during mixed sleep apnea using photoplethysmogram
A Khandoker, C Karmakar, T Penzel, M Glos, M Palaniswami
(2013), Vol. 41, pp. 2229-2236, Annals of biomedical engineering, New York, N.Y., C1-1
Risk stratification of cardiac autonomic neuropathy based on multi-lag tone-entropy
C Karmakar, A Khandoker, H Jelinek, M Palaniswami
(2013), Vol. 51, pp. 537-546, Medical & biological engineering & computing, Berlin, Germany, C1-1
A Bhuiyan, C Karmakar, D Xiao, K Ramamohanarao, Y Kanagasingam
(2013), Vol. 2013, pp. 7392-7395, EMB 2013 : Proceedings of the Engineering in Medicine and Biology Society conference, Osaka, Japan, E1-1
Effect of using ECG derived respiration (EDR) signal in linear parametric QT-RR modeling
M Imam, C Karmakar, A Khandoker, M Palaniswami
(2013), pp. 1968-1971, Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE, Osaka, Japan, E1-1
Multi-scale tone entropy in differentiating physiologic and synthetic RR time series
C Karmakar, A Khandoker, M Palaniswami
(2013), Vol. 2013, pp. 6135-6138, Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE, Osaka, Japan, E1-1
M Imam, C Karmakar, A Khandoker, M Palaniswami
(2013), Vol. 2013, pp. 2559-2562, Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE, Osaka, Japan, E1-1
Estimating relative respiratory effort from features of Photo-Plethysmography signal
A Khandoker, C Karmakar, T Penzel, M Glos, C Schoebel, M Palaniswami
(2013), pp. 6575-6578, Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE, Osaka, Japan, E1-1
C Karmakar, A Khandoker, M Palaniswami
(2012), Vol. 35, pp. 465-474, Australasian physical and engineering sciences in medicine, Amsterdam, The Netherlands, C1-1
C Karmakar, H Jelinek, A Khandoker, M Tulppo, T Makikallio, A Kiviniemi, H Huikuri, M Palaniswami
(2012), pp. 25-28, EMBC 2012 : Proceedings of the Engineering and Biology Society 2012 Conference, San Diego, California, E1-1
C Karmakar, A Khandoker, A Voss, M Palaniswami
(2011), Vol. 10, pp. 1-14, Biomedical engineering online, London, Eng., C1-1
Comparison of pulse rate variability with heart rate variability during obstructive sleep apnea
A Khandoker, C Karmakar, M Palaniswami
(2011), Vol. 33, pp. 204-209, Medical engineering & physics, Amsterdam, The Netherlands, C1-1
Toe clearance and velocity profiles of young and elderly during walking on sloped surfaces
A Khandoker, K Lynch, C Karmakar, R Begg, M Palaniswami
(2010), Vol. 7, pp. 1-10, Journal of neuroengineering and rehabilitation, London, Eng., C1-1
How information technology can support family law and mediation
E Bellucci, D Macfarlane, J Zeleznikow
(2010), pp. 243-255, BIS 2010 : Proceedings of the 13th International Conference on Business Information Systems Workshop, Berlin, Germany, E1-1
Complex correlation measure: a novel descriptor for Poincaré plot
C Karmakar, A Khandoker, J Gubbi, M Palaniswami
(2009), Vol. 8, pp. 1-12, Biomedical engineering online, London, Eng., C1-1
Defining asymmetry in heart rate variability signals using a Poincaré plot
C Karmakar, A Khandoker, J Gubbi, M Palaniswami
(2009), Vol. 30, pp. 1227-1240, Physiological measurement, Bristol, Eng., C1-1
A Khandoker, C Karmakar, M Palaniswami
(2009), Vol. 39, pp. 88-96, Computers in biology and medicine, Amsterdam, The Netherlands, C1-1
A Khandoker, S Taylor, C Karmakar, R Begg, M Palaniswami
(2008), Vol. 16, pp. 380-389, IEEE Transactions on Neural Systems and Rehabilitation Engineering, Piscataway, N.J., C1-1
A Khandoker, C Karmakar, M Palaniswami
(2008), pp. 3876-3879, Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology", Vancouver, BC, Canada, E1-1
Funded Projects at Deakin
Australian Competitive Grants
New Entropy Measures of Short Term Signals for Smart Wearable Devices
A/Prof Chandan Karmakar, Prof Marimuthu Palaniswami, Prof Thomas Penzel
ARC - Discovery Projects
- 2021: $35,000
- 2020: $65,000
- 2019: $35,000
Machine learning approaches and wearable blood pressure device for individualised management of blood pressure (WinBP): a three-phase, mixed methods, pilot randomised controlled trial
A/Prof Shariful Islam, Prof Ralph Maddison, A/Prof Chandan Karmakar, Prof Clara Chow
NHF Vanguard Grant - National Heart Foundation of Australia
- 2023: $74,966
Other Public Sector Funding
Australia-China Young Scientists Exchange Program 2017
A/Prof Chandan Karmakar
AATSE Grant - Research - Australian Academy of Technological Sciences and Engineering
- 2017: $499
Intelligent Power Management for eShepherd Collar
A/Prof Tim Wilkin, A/Prof Chandan Karmakar, Prof Seng Loke
Department of Industry, Innovation and Science
- 2018: $38,959
Industry and Other Funding
Intelligent Power Management for eShepherd Collar
A/Prof Tim Wilkin, A/Prof Chandan Karmakar, Prof Seng Loke
Agersens Pty Ltd
- 2018: $38,959
Identifying smoker subgroups misinformed about nicotine product relative harms
A/Prof Hua Yong, A/Prof Chandan Karmakar, Prof Ron Borland
NIH Grant - Research - National Institutes of Health
- 2019: $29,404
Wearable Sensor Devices for Monitoring Chronic Diseases
A/Prof Chandan Karmakar
Australian Academy of Science Australia-India Early Career Fellowships
- 2019: $9,327
Research support services for Philia Labs.
A/Prof Chandan Karmakar
Philia Labs Pty Ltd
- 2020: $2,000
- 2019: $1,291
Research support services - Phase 2 for Philia Labs.
A/Prof Chandan Karmakar
Philia Labs Pty Ltd
- 2021: $70,333
- 2020: $10,000
Research into the use of wearable technology in the construction industry with a specific focus on screening workers body temperature.
A/Prof Farnad Nasirzadeh, Prof Tony Arnel, A/Prof Chandan Karmakar
Redundancy Payment Central Fund Ltd t/as Incolink
- 2020: $150,000
Estimation of Skin and Muscle Sympathetic nervous system activity from PPG signal.
A/Prof Chandan Karmakar
Philia Labs Pty Ltd
- 2022: $35,000
Risk of Attempt of Suicide Model
A/Prof Chandan Karmakar, Prof Maia Angelova Turkedjieva, Dr Md Ahsan Habib
Leidos, Inc
- 2024: $15,503
- 2023: $34,043
Other Funding Sources
Analysing beat-to-beat fetal heart rate for monitoring fetus growth and abnormalities
A/Prof Chandan Karmakar
Australian Academy of Science Australia-India Senior Visiting Fellowships
- 2016: $5,000
Supervisions
Ayman Mohamed Elsaid Youssef Abdallah
Thesis entitled: The Use of Machine Learning in Software Exploitation Detection
Doctor of Philosophy (Information Technology), School of Information Technology
Md Saifur Rahman
Thesis entitled: Machine Learning Framework for Noise Detection and Classification of Electrocardiogram (ECG)
Doctor of Philosophy (Information Technology), School of Information Technology
Emran Ali
Thesis entitled: Minimising Electroencephalogram Channels for Epileptic Seizure Detection
Master of Science (Information Technology), School of Information Technology
Md Ahsan Habib
Thesis entitled: Physiological Time Series Analysis Using Deep Learning Techniques
Doctor of Philosophy (Information Technology), School of Information Technology