Chandan Karmakar

Associate Professor, School of IT, Deakin University

Joined

September 2024

Names

Chandan Karmakar (Preferred)

Emails

****@deakin.edu.au (Confirmed)

Personal Links

Career & Education History

Associate Professor

School of IT, Deakin University (deakin.edu.au)

2023 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Impact of ECG dataset diversity on generalization of CNN model for detecting QRS complex
Ahsan Habib, Chandan Karmakar, John Yearwood
- IEEE Access
- Readers: Everyone
Interpretability and optimisation of convolutional neural networks based on sinc-convolution
Ahsan Habib, Chandan Karmakar, John Yearwood
- IEEE Journal of Biomedical and Health Informatics
- Readers: Everyone
Performance of a convolutional neural network derived from PPG signal in classifying sleep stages
Ahsan Habib, Mohammod Abdul Motin, Thomas Penzel, Marimuthu Palaniswami, John Yearwood, Chandan Karmakar
- IEEE Transactions on Biomedical Engineering
- Readers: Everyone
Domain agnostic post-processing for QRS detection using recurrent neural network
Ahsan Habib, Chandan Karmakar, John Yearwood
- IEEE Journal of Biomedical and Health Informatics
- Readers: Everyone
MDDBranchNet: A Deep Learning Model for Detecting Major Depressive Disorder Using ECG Signal
Ahsan Habib, Shruthi Narayanan Vaniya, Ahsan Khandoker, Chandan Karmakar
- IEEE Journal of Biomedical and Health Informatics
- Readers: Everyone
CNN Variational autoencoders' reconstruction ability of long ECG signals
Ahsan Habib, Brenton Adey, Chandan Karmakar
- Submitted to ICLR 2025
- Readers: Everyone
OPTIMIZED SINGLE EEG CHANNEL SELECTION FOR DETECTING MAJOR DEPRESSIVE DISORDER
Shruthi Narayanan Vaniya, Ahsan Habib, Sheik Mohammed Shariful Islam, Maia Angelova, Chandan Karmakar
- Submitted to ICLR 2025
- Readers: Everyone

Co-Authors