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List of works by Koushik Maharatna

A low-complexity ECG feature extraction algorithm for mobile healthcare applications.

scientific article

A novel approach for the diagnosis of ventricular tachycardia based on phase space reconstruction of ECG

scientific article published on 04 January 2014

A phase lag index hardware calculation for real-time electroencephalography studies

scientific article published on 01 July 2019

A statistical index for early diagnosis of ventricular arrhythmia from the trend analysis of ECG phase-portraits.

scientific article published on 12 December 2014

An automated algorithm for online detection of fragmented QRS and identification of its various morphologies.

scientific article published on 16 October 2013

CNN based approach for activity recognition using a wrist-worn accelerometer.

scientific article published in July 2017

Classification of autism spectrum disorder using supervised learning of brain connectivity measures extracted from synchrostates

scientific article published in July 2014

Detecting Elementary Arm Movements by Tracking Upper Limb Joint Angles With MARG Sensors.

scientific article published on 8 May 2015

Detection of myocardial scar from the VCG using a supervised learning approach.

scientific article published in January 2013

Developing a Framework for Studying Brain Networks in Neonatal Hypoxic-Ischemic Encephalopathy

Development of an automated updated Selvester QRS scoring system using SWT-based QRS fractionation detection and classification.

scientific article published in January 2014

Dynamical System Approach for Edge Detection Using Coupled FitzHugh-Nagumo Neurons

scientific article published on 11 August 2015

Existence of millisecond-order stable states in time-varying phase synchronization measure in EEG signals

scientific article published in January 2013

Exploring strategies for classification of external stimuli using statistical features of the plant electrical response.

scientific article

Fractional dynamical model for the generation of ECG like signals from filtered coupled Van-der Pol oscillators.

scientific article published on 30 August 2013

GOLIAH (Gaming Open Library for Intervention in Autism at Home): a 6-month single blind matched controlled exploratory study

scientific article published on 22 March 2017

GOLIAH: A Gaming Platform for Home-Based Intervention in Autism - Principles and Design

scientific article

Hybrid wavelet and EMD/ICA approach for artifact suppression in pervasive EEG.

scientific article

Low-complexity hardware design methodology for reliable and automated removal of ocular and muscular artifact from EEG.

scientific article published on 7 February 2018

Phase Space Reconstruction Based CVD Classifier Using Localized Features

scientific article published on 10 October 2019

Prompt and accurate diagnosis of ventricular arrhythmias with a novel index based on phase space reconstruction of ECG.

scientific article published on 23 December 2014

Recognition of elementary arm movements using orientation of a tri-axial accelerometer located near the wrist

scientific article published on 13 August 2014

Recognizing upper limb movements with wrist worn inertial sensors using k-means clustering classification

scientific article published on 19 December 2014

Rehab-Net: Deep Learning Framework for Arm Movement Classification Using Wearable Sensors for Stroke Rehabilitation

scientific article published on 18 February 2019

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