Search Results for author: Preejith SP

Found 6 papers, 4 papers with code

Robust Modelling of Reflectance Pulse Oximetry for SpO$_2$ Estimation

no code implementations14 Apr 2020 Sricharan Vijayarangan, Prithvi Suresh, Preejith SP, Jayaraj Joseph, Mohansankar Sivaprakasam

Recently, a Machine Learning (ML) method was used to model reflectance waveforms onto SpO$_2$ obtained from transmittance waveforms.

Multitask Network for Respiration Rate Estimation -- A Practical Perspective

1 code implementation13 Dec 2021 Kapil Singh Rathore, Sricharan Vijayarangan, Preejith SP, Mohanasankar Sivaprakasam

The multitasking network consists of a combination of Encoder-Decoder and Encoder-IncResNet, to fetch the average respiration rate and the respiration signal.

EEG aided boosting of single-lead ECG based sleep staging with Deep Knowledge Distillation

1 code implementation IEEE 2022 Vaibhav Joshi, Sricharan V, Preejith SP, Mohanasankar Sivaprakasam

In order to take advantage of both the modalities, transferring knowledge from EEG to ECG is a reasonable approach, ultimately boosting the performance of ECG based sleep staging.

ECG based Sleep Staging EEG +3

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