Chandan Karmakar
Chandan Karmakar
Associate Professor, Deakin University
Verified email at - Homepage
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Guidelines for developing and reporting machine learning predictive models in biomedical research: a multidisciplinary view
W Luo, D Phung, T Tran, S Gupta, S Rana, C Karmakar, A Shilton, ...
Journal of medical Internet research 18 (12), e323, 2016
Support vector machines for automated recognition of obstructive sleep apnea syndrome from ECG recordings
AH Khandoker, M Palaniswami, CK Karmakar
IEEE transactions on information technology in biomedicine 13 (1), 37-48, 2008
C-reactive protein concentrations across the mood spectrum in bipolar disorder: a systematic review and meta-analysis
BS Fernandes, J Steiner, ML Molendijk, S Dodd, P Nardin, CA Gonçalves, ...
The Lancet Psychiatry 3 (12), 1147-1156, 2016
Complex correlation measure: a novel descriptor for Poincaré plot
CK Karmakar, AH Khandoker, J Gubbi, M Palaniswami
Biomedical engineering online 8, 1-12, 2009
Poincaré plot methods for heart rate variability analysis
AH Khandoker, C Karmakar, M Brennan, M Palaniswami, A Voss
Springer US, 2013
Ensemble empirical mode decomposition with principal component analysis: A novel approach for extracting respiratory rate and heart rate from photoplethysmographic signal
MA Motin, CK Karmakar, M Palaniswami
IEEE journal of biomedical and health informatics 22 (3), 766-774, 2017
Comparison of pulse rate variability with heart rate variability during obstructive sleep apnea
AH Khandoker, CK Karmakar, M Palaniswami
Medical engineering & physics 33 (2), 204-209, 2011
Detection of epileptic seizure based on entropy analysis of short-term EEG
P Li, C Karmakar, J Yearwood, S Venkatesh, M Palaniswami, C Liu
PloS one 13 (3), e0193691, 2018
Heart rate variability alterations in late life depression: A meta-analysis
L Brown, C Karmakar, R Gray, R Jindal, T Lim, C Bryant
Journal of affective disorders 235, 456-466, 2018
Sensitivity of temporal heart rate variability in Poincaré plot to changes in parasympathetic nervous system activity
CK Karmakar, AH Khandoker, A Voss, M Palaniswami
Biomedical engineering online 10, 1-14, 2011
Investigating scale invariant dynamics in minimum toe clearance variability of the young and elderly during treadmill walking
AH Khandoker, SB Taylor, CK Karmakar, RK Begg, M Palaniswami
IEEE Transactions on Neural Systems and Rehabilitation Engineering 16 (4 …, 2008
Automated recognition of patients with obstructive sleep apnoea using wavelet-based features of electrocardiogram recordings
AH Khandoker, CK Karmakar, M Palaniswami
Computers in Biology and Medicine 39 (1), 88-96, 2009
Automated detection of convulsive seizures using a wearable accelerometer device
S Kusmakar, CK Karmakar, B Yan, TJ O’Brien, R Muthuganapathy, ...
IEEE Transactions on biomedical engineering 66 (2), 421-432, 2018
A survey on anomalous behavior detection for elderly care using dense-sensing networks
S Deep, X Zheng, C Karmakar, D Yu, LGC Hamey, J Jin
IEEE Communications Surveys & Tutorials 22 (1), 352-370, 2019
Classification of 5-S epileptic EEG recordings using distribution entropy and sample entropy
P Li, C Karmakar, C Yan, M Palaniswami, C Liu
Frontiers in physiology 7, 136, 2016
Remote health diagnosis and monitoring in the time of COVID-19
JA Behar, C Liu, K Kotzen, K Tsutsui, VDA Corino, J Singh, MAF Pimentel, ...
Physiological measurement 41 (10), 10TR01, 2020
Detection of respiratory arousals using photoplethysmography (PPG) signal in sleep apnea patients
C Karmakar, A Khandoker, T Penzel, C Schöbel, M Palaniswami
IEEE journal of biomedical and health informatics 18 (3), 1065-1073, 2013
Selection of empirical mode decomposition techniques for extracting breathing rate from PPG
MA Motin, CK Karmakar, M Palaniswami
IEEE Signal Processing Letters 26 (4), 592-596, 2019
Understanding ageing effects by approximate entropy analysis of gait variability
CK Karmakar, AH Khandoker, RK Begg, M Palaniswami, S Taylor
2007 29th Annual International Conference of the IEEE Engineering in …, 2007
Defining asymmetry in heart rate variability signals using a Poincaré plot
CK Karmakar, AH Khandoker, J Gubbi, M Palaniswami
Physiological measurement 30 (11), 1227, 2009
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