Publications by authors named "John Deepu"

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MLFusion: Multilevel Data Fusion using CNNs for atrial fibrillation detection.
Arlene John, Keshab K Parhi, Barry Cardiff, Deepu John

Comput Biol Med· May 2025

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Signal-quality-aware multisensor fusion for atrial fibrillation detection.
Shane Malone, Barry Cardiff, Deepu John, Arlene John

Healthc Technol Lett· February 2025

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ECG Biometric Authentication Using Self-Supervised Learning for IoT Edge Sensors.
Guoxin Wang, Shreejith Shanker, Avishek Nag, Yong Lian, Deepu John

IEEE J Biomed Health Inform· November 2024

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Low Complexity Binarized 2D-CNN Classifier for Wearable Edge AI Devices.
David Liang Tai Wong, Yongfu Li, Deepu John, Weng Khuen Ho, Chun-Huat Heng

IEEE Trans Biomed Circuits Syst· October 2022

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An Energy Efficient ECG Ventricular Ectopic Beat Classifier Using Binarized CNN for Edge AI Devices.
David Liang Tai Wong, Yongfu Li, John Deepu, Weng Khuen Ho, Chun-Huat Heng

IEEE Trans Biomed Circuits Syst· April 2022

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ANNet: A Lightweight Neural Network for ECG Anomaly Detection in IoT Edge Sensors.
Gawsalyan Sivapalan, Koushik Kumar Nundy, Soumyabrata Dev, Barry Cardiff, Deepu John

IEEE Trans Biomed Circuits Syst· February 2022

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Multimodal Multiresolution Data Fusion Using Convolutional Neural Networks for IoT Wearable Sensing.
Arlene John, Koushik Kumar Nundy, Barry Cardiff, Deepu John

IEEE Trans Biomed Circuits Syst· December 2021

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Evaluation of Level-Crossing ADCs for Event-Driven ECG Classification.
Maryam Saeed, Qingyuan Wang, Olev Martens, Benoit Larras, Antoine Frappe, Deepu John

IEEE Trans Biomed Circuits Syst· December 2021

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SomnNET: An SpO2 Based Deep Learning Network for Sleep Apnea Detection in Smartwatches.
Arlene John, Koushik Kumar Nundy, Barry Cardiff, Deepu John

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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Multistage Pruning of CNN Based ECG Classifiers for Edge Devices.
Li Xiaolin, Rajesh C Panicker, Barry Cardiff, Deepu John

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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Study of Electrode Locations for Joint Acquisition of Impedance- and Electro-cardiography Signals.
Margus Metshein, Antoine Gautier, Benoit Larras, Antoine Frappe, Deepu John

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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Predicting Stroke from Electronic Health Records.
Chidozie Shamrock Nwosu, Soumyabrata Dev, Peru Bhardwaj, Bharadwaj Veeravalli, Deepu John

Annu Int Conf IEEE Eng Med Biol Soc· July 2019

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