Dr Chandan Karmakar

STAFF PROFILE

Position

Lecturer in Computer Science

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Melbourne Burwood Campus

Contact

karmakar@deakin.edu.au
+61 3 522 73079

Publications

Filter by

2018

Ensemble empirical mode decomposition with principal component analysis: a novel approach for extracting respiratory rate and heart rate from photoplethysmographic signal

Mohammod Motin, Chandan Karmakar, Marimuthu Palaniswami

(2018), Vol. 22, pp. 766-774, IEEE J. Biomedical and Health Informatics, C1

journal

Blockade of the angiotensin system improves mental health domain of quality of life: a meta-analysis of randomized clinical trials

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, London, Eng., C1

journal

Understanding irregularity characteristics of short-term HRV signals using sample entropy profile

Radhagayathri K Udhayakumar, Chandan Karmakar, Marimuthu Palaniswami

(2018), IEEE transactions on biomedical engineering, Piscataway, N.J., C1

journal

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, pp. 1-17, PLoS One, San Francisco, Calif., C1

journal

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, Amsterdam, The Netherlands, C1

journal

Does the temporal asymmetry of short-term heart rate variability change during regular walking? A pilot study of healthy young subjects

Xinpei Wang, Chang Yan, Bo Shi, Changchun Liu, Chandan Karmakar, Peng Li

(2018), Vol. 2018, pp. 1-9, Computational and mathematical methods in medicine, New York, N.Y., C1

journal

Automated detection of convulsive seizures using a single wrist-worn accelerometer device

Shitanshu Kusmakar, Chandan Karmakar, Bernard Yan, Terence Obrien, Ramanathan Muthuganapathy, Marimuthu Palaniswami

(2018), pp. 1-12, IEEE transactions on biomedical engineering, Piscataway, N.J., C1

journal

Automated detection of convulsive seizures using a wearable accelerometer device

Shitanshu Kusmakar, Chandan Karmakar, Bernard Yan, Terence Obrien, Ramanathan Muthuganapathy, Marimuthu Palaniswami

(2018), pp. 1-12, IEEE transations on biomedical engineering, Piscataway, N.J., C1

journal

Does the temporal asymmetry of short-term heart rate variability change during regular walking? A pilot study of healthy young subjects

Xinpei Wang, Chang Yan, Bo Shi, Changchun Liu, Chandan Karmakar, Peng Li

(2018), Vol. 2018, pp. 1-9, Computational and mathematical methods in medicine, Cairo, Egypt, C1

journal

Short-term QT interval variability in patients with coronary artery disease and congestive heart failure: a comparison with healthy control subjects

Yang Li, Peng Li, Xinpei Wang, Chandan Karmakar, Changchun Liu, Chengyu Liu

(2018), pp. 1-12, Medical & biological engineering & computing, Berlin, Gemany, C1

journal

Multi-lag tone-entropy in neonatal stress

Matej ?apina, Chandan Karmakar, Karolina Kramari?, Matthieu Garcin, P Adelson, Kre?imir Milas, Marko Piri?, Dario Brdari?, John Yearwood

(2018), Vol. 15, Journal of the royal society interface, London, Eng., C1

journal

The effects of asymmetric volume conductor modeling on non-invasive fetal ECG extraction

Emerson Keenan, Chandan Karmakar, Marimuthu Palaniswami

(2018), Vol. 39, pp. 1-16, Physiological measurement, Bristol, Eng., C1

journal

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

chapter

Monitoring patients during neurorehabilitation following central or peripheral nervous system injury: dynamic difficulty adaptation

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

chapter
2017

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

journal

Area asymmetry of heart rate variability signal

C Yan, P Li, L Ji, L Yao, C Karmakar, C Liu

(2017), Vol. 16, pp. 1-14, Biomedical engineering online, London, Eng., C1

journal

Stability, consistency and performance of distribution entropy in analysing short length heart rate variability (HRV) signal

C Karmakar, R Udhayakumar, P Li, S Venkatesh, M Palaniswami

(2017), Vol. 8, pp. 720-734, Frontiers in Physiology, Lausanne, Switzerland, C1

journal

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

conference

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

conference

Increased beat-to-beat variation in diastolic phase percentages in patients with congestive heart failure

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

conference

Modified thresholding technique of MMSPCA for extracting respiratory activity from short length PPG signal

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

conference

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

conference
2016

Methodological comparisons of heart rate variability analysis in patients with type 2 diabetes and angiotensin converting enzyme polymorphism

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

journal

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, pp. 1-9, Frontiers in physiology, Lausanne, Switzerland, C1

journal

Multi-task transfer learning for in hospital-death prediction for 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

conference

Predicting risk of suicide attempt using history of physical illnesses from electronic medical records

C Karmakar, W Luo, T Tran, M Berk, S Venkatesh

(2016), Vol. 3, pp. 1-10, JMIR mental health, Toronto, Ont., C1

journal

C-reactive protein concentrations across the mood spectrum in bipolar disorder: a systematic review and meta-analysis

B Fernandes, J Steiner, M Molendijk, S Dodd, P Nardin, C-A Gonçalves, F Jacka, C Köhler, C Karmakar, A Carvalho, M Berk

(2016), Vol. 3, pp. 1147-1156, Lancet psychiatry, Amsterdam, The Netherlands, C1

journal

Guidelines for developing and reporting machine learning predictive models in biomedical research : a multidisciplinary view

W Luo, Q Phung, T Tran, S Gupta, S Rana, C Karmakar, A Shilton, J Yearwood, N Dimitrova, T Ho, S Venkatesh, M Berk

(2016), Vol. 18, pp. 1-10, Journal of medical internet research, Toronto, Ont., C1

journal

Heart rate independent QT variability component can detect subclinical cardiac autonomic neuropathy in diabetes

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

conference

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

conference

Effect of embedding dimension on complexity measures in identifying Arrhythmia

R Udhayakumar, C Karmakar, Peng Li, M Palaniswami

(2016), pp. 6230-6233, EMBC 2016 : Proceedings of the 38th IEEE Annual International Conference of the Engineering in Medicine and Biology Society, Orlando, Florida, E1

conference

An EEMD-PCA approach to extract heart rate, respiratory rate and respiratory activity from PPG signal

M Motin, C Karmakar, M Palaniswami

(2016), pp. 3817-3820, EMBC 2016 : Proceedings of the 38th IEEE Annual International Conference of the Engineering in Medicine and Biology Society, Orlando, Florida, E1

conference
2015

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

journal

Detecting subclinical diabetic cardiac autonomic neuropathy by analyzing ventricular repolarization dynamics

M Imam, C Karmakar, H Jelinek, M Palaniswami, A Khandoker

(2015), Vol. 20, pp. 64-72, IEEE Journal of biomedical and health informatics, Piscataway, N.J., C1

journal

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

journal

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

journal

Analyzing systolic-diastolic interval interaction characteristics in diabetic cardiac autonomic neuropathy progression

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

journal

Temporal dynamics of the circadian heart rate following low and high volume exercise training in sedentary male subjects

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

journal

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

chapter

Distribution Entropy (DistEn) : a complexity measure to detect arrhythmia from short length RR interval time series

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

conference

Effect of data length and bin numbers on distribution entropy (DistEn) measurement in analyzing healthy aging

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

conference

Multi-lag HRV analysis discriminates disease progression of post-infarct people with no diabetes versus diabetes

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

conference
2014

Relationship between heart rate variability and angiotensinogen gene polymorphism in diabetic and control individuals

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

conference

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

journal

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

conference

Effect of ECG-derived respiration (EDR) on modeling ventricular repolarization dynamics in different physiological and psychological conditions

M Imam, C Karmakar, A Khandoker, M Palaniswami

(2014), Vol. 52, pp. 851-860, Medical and biological engineering and computing, Berlin, Germany, C1-1

journal

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

conference
2013

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

journal

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

journal

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

journal

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

book

Drusen quantification for early identification of age related macular degeneration (AMD) using color fundus imaging

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

conference

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

conference

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

conference

Effect of premature activation in analyzing QT dynamics instability using QT-RR model for ventricular fibrillation and healthy subjects

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

conference

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

conference
2012

Investigating the changes in heart rate asymmetry (HRA) with perturbation of parasympathetic nervous system

C Karmakar, A Khandoker, M Palaniswami

(2012), Vol. 35, pp. 465-474, Australasian physical and engineering sciences in medicine, Amsterdam, The Netherlands, C1-1

journal

Identifying increased risk of post-infarct people with diabetes using multi-lag Tone-Entropy analysis

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

conference
2011

Sensitivity of temporal heart rate variability in Poincaré plot to changes in parasympathetic nervous system activity

C Karmakar, A Khandoker, A Voss, M Palaniswami

(2011), Vol. 10, pp. 1-14, Biomedical engineering online, London, Eng., C1-1

journal

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

journal
2010

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

conference

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

journal
2009

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

journal

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

journal

Automated recognition of patients with obstructive sleep apnoea using wavelet-based features of electrocardiogram recordings

A Khandoker, C Karmakar, M Palaniswami

(2009), Vol. 39, pp. 88-96, Computers in biology and medicine, Amsterdam, The Netherlands, C1-1

journal
2008

Investigating scale invariant dynamics in minimum toe clearance variability of the young and elderly during treadmill walking

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

journal

Funded Projects at Deakin

Other Public Sector Funding

Australia-China Young Scientists Exchange Program 2017

Dr Chandan Karmakar

  • 2017: $499

Intelligent Power Management for eShepherd Collar

A/Prof Tim Wilkin, Dr Chandan Karmakar, Prof Seng Loke

  • 2018: $38,959

Industry and Other Funding

Intelligent Power Management for eShepherd Collar

A/Prof Tim Wilkin, Dr Chandan Karmakar, Prof Seng Loke

  • 2018: $38,959

Other Funding Sources

Analysing beat-to-beat fetal heart rate for monitoring fetus growth and abnormalities

Dr Chandan Karmakar

  • 2016: $5,000

Supervisions

No completed student supervisions to report