User profiles for C. Karmakar
Chandan KarmakarAssociate Professor, Deakin University Verified email at deakin.edu.au Cited by 4869 |
C-reactive protein concentrations across the mood spectrum in bipolar disorder: a systematic review and meta-analysis
… We aimed to investigate whether peripheral concentrations of C-reactive protein (CRP),
an acute-phase response protein of inflammatory activity, are increased in bipolar disorder …
an acute-phase response protein of inflammatory activity, are increased in bipolar disorder …
Heart rate variability alterations in late life depression: A meta-analysis
Objective There is strong evidence for a bi-directional relationship between heart-health
and depression in later life, but the physiological mechanisms underlying this relationship …
and depression in later life, but the physiological mechanisms underlying this relationship …
Remote health diagnosis and monitoring in the time of COVID-19
Coronavirus disease (COVID-19), caused by the severe acute respiratory syndrome coronavirus
2 (SARS-CoV-2), is rapidly spreading across the globe. The clinical spectrum of SARS-…
2 (SARS-CoV-2), is rapidly spreading across the globe. The clinical spectrum of SARS-…
[HTML][HTML] Guidelines for developing and reporting machine learning predictive models in biomedical research: a multidisciplinary view
Background As more and more researchers are turning to big data for new opportunities of
biomedical discoveries, machine learning models, as the backbone of big data analysis, are …
biomedical discoveries, machine learning models, as the backbone of big data analysis, are …
Support vector machines for automated recognition of obstructive sleep apnea syndrome from ECG recordings
…, M Palaniswami, CK Karmakar - IEEE transactions on …, 2008 - ieeexplore.ieee.org
… kernel of degree 3 for C=0.8,10 and linear kernel for C=10) when the a … C=0.8. However,
the accuracy rate reached 100% (κ =1.0; ROCarea=1.0) (in polynomial kernel of degree 3 for C=…
the accuracy rate reached 100% (κ =1.0; ROCarea=1.0) (in polynomial kernel of degree 3 for C=…
[HTML][HTML] Complex correlation measure: a novel descriptor for Poincaré plot
… where m represents lag of Poincaré plot and C n is the normalizing constant which is defined
as, C n = π * SD 1 * SD 2, represents the area of the fitted ellipse over Poincaré plot. The …
as, C n = π * SD 1 * SD 2, represents the area of the fitted ellipse over Poincaré plot. The …
[BOOK][B] Poincaré plot methods for heart rate variability analysis
Heart rate variability is the study of autonomic nervous activity through the information provided
by fluctuations in heart rate. Autonomic activity is responsible for regulating heart rate. By …
by fluctuations in heart rate. Autonomic activity is responsible for regulating heart rate. By …
Ensemble empirical mode decomposition with principal component analysis: A novel approach for extracting respiratory rate and heart rate from …
MA Motin, CK Karmakar… - IEEE journal of …, 2017 - ieeexplore.ieee.org
The photoplethysmographic (PPG) signal measures the local variations of blood volume in
tissues, reflecting the peripheral pulse modulated by cardiac activity, respiration, and other …
tissues, reflecting the peripheral pulse modulated by cardiac activity, respiration, and other …
[HTML][HTML] Detection of epileptic seizure based on entropy analysis of short-term EEG
Entropy measures that assess signals’ complexity have drawn increasing attention recently
in biomedical field, as they have shown the ability of capturing unique features that are …
in biomedical field, as they have shown the ability of capturing unique features that are …
Comparison of pulse rate variability with heart rate variability during obstructive sleep apnea
AH Khandoker, CK Karmakar… - Medical engineering & …, 2011 - Elsevier
We investigate whether pulse rate variability (PRV) extracted from finger photo-plethysmography
(Pleth) waveforms can be the substitute of heart rate variability (HRV) from RR intervals …
(Pleth) waveforms can be the substitute of heart rate variability (HRV) from RR intervals …