Preejith Sreeletha Premkumar

Orcid: 0000-0002-0634-1194

Affiliations:
  • Indian Institute of Technology, Healthcare Technology Innovation Centre, Madras, India


According to our database1, Preejith Sreeletha Premkumar authored at least 79 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Enhancing Heart Rate Variability Assessment: A User-Centric Approach with Interactive Mobile Interface.
Proceedings of the 12th IEEE International Conference on Serious Games and Applications for Health, 2024

Evaluating the Utility of a Cardiac Health Assessment Test in Predicting VO2max Obtained from CPET: A Pilot Study.
Proceedings of the 12th IEEE International Conference on Serious Games and Applications for Health, 2024

Characterization of Blue Light Imaging for Early Cancer Detection: Validation and in Vivo Feasibility Study.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024

A Hybrid Approach to Estimate Vertical Oscillation Using a Chest-Worn Accelerometer Device.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024

Design and Characterisation of Stereo Endoscope for Polyp Size Measurement.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024

2023
Heart Rate Variability Based Estimation of Maximal Oxygen Uptake in Athletes Using Supervised Regression Models.
Sensors, March, 2023

A Multifunctional Network with Uncertainty Estimation and Attention-Based Knowledge Distillation to Address Practical Challenges in Respiration Rate Estimation.
Sensors, February, 2023

Methodological Considerations for Assessing Automatic Brightness Control in Endoscopy: Experimental Study.
Sensors, 2023

SDLFormer: A Sparse and Dense Locality-Enhanced Transformer for Accelerated MR Image Reconstruction.
Proceedings of the Medical Image Learning with Limited and Noisy Data, 2023

Effects of Caffeine Supplementation on Short-term Heart Rate Variability.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2023

Understanding the Effects of a Real-time Motion Capture System with Voice Feedback for Tennis Toss Training.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2023

Normative Values of Heart Rate Variability During Sleep in Indian Population.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2023

Eliminating Vertical Fixed Pattern Noise in CMOS-Based Endoscopic Images using Modified Dark Frame Subtraction.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2023

Statistical Analysis of Multispectral NIR Images for Vein Detection.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2023

Investigating Effective Spectral Bands for Tissue Visualization in Oral Mucosa.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2023

Improving Endoscopic Image Quality through the Use of High Dynamic Range Imaging-Like Method with Real-Time Performance.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Multispectral Imaging for Vein Localization and Contrast Enhancement.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
EEG aided boosting of single-lead ECG based sleep staging with Deep Knowledge Distillation.
CoRR, 2022

Electrodermal activity based autonomic sleep staging using wrist wearable.
Biomed. Signal Process. Control., 2022

Lifestyle Assessment of Large Scale Population using Repose - A Heart Rate Variability based Lifestyle Assessment Platform.
Proceedings of the 2022 IEEE 10th International Conference on Serious Games and Applications for Health(SeGAH), 2022

Utility of Breathing Rate in Estimation of Ventilatory Thresholds.
Proceedings of the 2022 IEEE 10th International Conference on Serious Games and Applications for Health(SeGAH), 2022

MRNet - A Deep Learning Based Multitasking Model for Respiration Rate Estimation in Practical Settings.
Proceedings of the 2022 IEEE 10th International Conference on Serious Games and Applications for Health(SeGAH), 2022

Impact of Posture on Heart Rate Variability of Individuals under Mental Workload Conditions.
Proceedings of the 2022 IEEE 10th International Conference on Serious Games and Applications for Health(SeGAH), 2022

Identification of Effective Indicators of Parasympathetic Activity using Deep Breathing Technique on Corporate Employees.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

Multispectral Image Analysis of Vasculatures in Sublingual Mucosa.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

Image Quality Assessment for Interdependent Image Parameters Using a Score-Based Technique for Endoscopy Applications.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

Identification of Structures to Perform Image Quality Assessment in Real-Time Endoscopy Imaging.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

Effect of Minimal Lifestyle Modification on Resting Heart Rate in Corporate Employees.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

EEG aided boosting of single-lead ECG based sleep staging with Deep Knowledge Distillation.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

Heart Rate Variability of Healthcare Workers during Covid-19.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

Identifying Oral Cancer Using Multispectral Snapshot Camera.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

A Comparative Study of Heart Rate Variability Methods for Stress Detection.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

XP-NET: An Attention Segmentation Network By Dual Teacher Hierarchical Knowledge Distillation For Polyp Generalization.
Proceedings of the 4th International Workshop and Challenge on Computer Vision in Endoscopy (EndoCV 2022) co-located with the 19th IEEE International Symposium on Biomedical Imaging (ISBI 2022), 2022

Comparative Analysis of Resting Heart Rate Measurement at Multiple Instances in a Single Day.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Enhanced Vascular Features in Porcine Gastrointestinal Endoscopy Using Multispectral Imaging.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
A Deep Learning Based Multitask Network for Respiration Rate Estimation - A Practical Perspective.
CoRR, 2021

A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep staging.
CoRR, 2021

Shot-wise Heart Rate Variability Analysis on Cricket Players.
Proceedings of the 9th IEEE International Conference on Serious Games and Applications for Health, 2021

Statistical Analysis of Mental Stress During Oral Presentation.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2021

Image Quality Assessment for Endoscopy Applications.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2021

2020
Electrodermal Activity Based Pre-surgery Stress Detection Using a Wrist Wearable.
IEEE J. Biomed. Health Informatics, 2020

Robust Modelling of Reflectance Pulse Oximetry for SpO<sub>2</sub> Estimation.
CoRR, 2020

Heart Rate Variability Analysis During Exercise in Hypoxia Chamber.
Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020

A Study on the Subject and Location Specificity in Reflectance based SpO2 Estimation using R-value based Calibration Curve.
Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020

HRV based Stress Assessment of Individuals in a Work Environment.
Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020

Robust Modelling of Reflectance Pulse Oximetry for SpO2 Estimation.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

RPnet: A Deep Learning approach for robust R Peak detection in noisy ECG.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Interpreting Deep Neural Networks for Single-Lead ECG Arrhythmia Classification.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
RespNet: A deep learning model for extraction of respiration from photoplethysmogram.
CoRR, 2019

Deep Network for Capacitive ECG Denoising.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2019

Ride Profiling for a Single Speed Bicycle Using an Inertial Sensor.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2019

Fall Detection Using Kinematic Features from a Wrist-Worn Inertial Sensor.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2019

Accuracy Enhancement of Total Force by Capacitive Insoles.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2019

Machine Learning based SpO2 Computation Using Reflectance Pulse Oximetry.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Pre-surgery Stress Monitoring Using Heart Rate Variability Measures.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

RespNet: A deep learning model for extraction of respiration from photoplethysmogram.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

PPGnet: Deep Network for Device Independent Heart Rate Estimation from Photoplethysmogram.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
A Yellow-Orange Wavelength-Based Short-Term Heart Rate Variability Measurement Scheme for Wrist-Based Wearables.
IEEE Trans. Instrum. Meas., 2018

Tennis serve correction using a performance improvement platform.
Proceedings of the 6th IEEE International Conference on Serious Games and Applications for Health, 2018

ECGNet: Deep Network for Arrhythmia Classification.
Proceedings of the 2018 IEEE International Symposium on Medical Measurements and Applications, 2018

Reflectance Pulse Oximetry for Blood Oxygen Saturation Measurement from Diverse Locations-A Preliminary Analysis.
Proceedings of the 2018 IEEE International Symposium on Medical Measurements and Applications, 2018

Post-Stroke Rehabilitation Monitoring Using Wireless Surface Electromyography: A Case Study.
Proceedings of the 2018 IEEE International Symposium on Medical Measurements and Applications, 2018

Dry Electrode Optimization for Wrist-based Electrodermal Activity Monitoring.
Proceedings of the 2018 IEEE International Symposium on Medical Measurements and Applications, 2018

Electrodermal Activity based Classification of Induced Stress in a Controlled Setting.
Proceedings of the 2018 IEEE International Symposium on Medical Measurements and Applications, 2018

Clinical Validation of a Wearable Respiratory Rate Device for Neonatal Monitoring.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
System design to prevent Ventilator Associated Pneumonia.
Proceedings of the 2017 IEEE International Symposium on Medical Measurements and Applications, 2017

Accelerometer based system for continuous respiratory rate monitoring.
Proceedings of the 2017 IEEE International Symposium on Medical Measurements and Applications, 2017

High altitude study on finger reflectance SpO2.
Proceedings of the 2017 IEEE International Symposium on Medical Measurements and Applications, 2017

Design, development and clinical validation of a novel urine output monitor.
Proceedings of the 2017 IEEE International Symposium on Medical Measurements and Applications, 2017

A novel sensor for wrist based optical heart rate monitor.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017

Design and implementation of a hand-to-hand multifrequency bioimpedance measurement scheme for Total Body Water estimation.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017

Differential effects of physical and psychological stressors on electrodermal activity.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Design, development and clinical validation of a wrist-based optical heart rate monitor.
Proceedings of the 2016 IEEE International Symposium on Medical Measurements and Applications, 2016

A reflectance photoplethysmography based device to detect circulatory disruptions.
Proceedings of the 2016 IEEE International Symposium on Medical Measurements and Applications, 2016

Design and preliminary analysis of a multifrequency bioimpedance measurement scheme.
Proceedings of the 2016 IEEE International Symposium on Medical Measurements and Applications, 2016

A novel system to tackle hospital acquired pressure ulcers.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

A wrist worn SpO2 monitor with custom finger probe for motion artifact removal.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Wearable ECG platform for continuous cardiac monitoring.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2014
An ocular compression device for reduction of elevated post anesthetic intraocular pressure.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014


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