Search Results - "S.P., Preejith"
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1
RespNet: A deep learning model for extraction of respiration from photoplethysmogram
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01-07-2019)“…Respiratory ailments afflict a wide range of people and manifests itself through conditions like asthma and sleep apnea. Continuous monitoring of chronic…”
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Conference Proceeding Journal Article -
2
PPGnet: Deep Network for Device Independent Heart Rate Estimation from Photoplethysmogram
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01-07-2019)“…Photoplethysmogram (PPG) is increasingly used to provide monitoring of the cardiovascular system under ambulatory conditions. Wearable devices like…”
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Conference Proceeding Journal Article -
3
Electrodermal activity based autonomic sleep staging using wrist wearable
Published in Biomedical signal processing and control (01-05-2022)“…•Electrodermal Activity (EDA) recorded from the wrist can be an effective biomarker for different stages of sleep.•Skin temperature (ST) measured from the same…”
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Journal Article -
4
ECGNet: Deep Network for Arrhythmia Classification
Published in 2018 IEEE International Symposium on Medical Measurements and Applications (MeMeA) (01-06-2018)“…Cardiac arrhythmias are presently diagnosed by manual interpretation of Electrocardiography (ECG) signals. Automated ECG interpretation is required to perform…”
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Conference Proceeding -
5
RPnet: A Deep Learning approach for robust R Peak detection in noisy ECG
Published in 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01-07-2020)“…Automatic detection of R-peaks in an Electrocardiogram signal is crucial in a multitude of applications including Heart Rate Variability (HRV) analysis and…”
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Conference Proceeding -
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Pre-surgery Stress Monitoring Using Heart Rate Variability Measures
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01-07-2019)“…Pre-surgery stress is common in patients hospitalized for undergoing surgeries. High levels of stress could prolong post-operative recovery time, increasing…”
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Conference Proceeding Journal Article -
7
Accuracy Enhancement of Total Force by Capacitive Insoles
Published in 2019 IEEE International Symposium on Medical Measurements and Applications (MeMeA) (01-06-2019)“…A coherent understanding of plantar pressures is crucial in the field of sports research and clinical studies. Real-time and dynamic analysis of plantar…”
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Conference Proceeding -
8
Deep Network for Capacitive ECG Denoising
Published in 2019 IEEE International Symposium on Medical Measurements and Applications (MeMeA) (01-06-2019)“…Continuous monitoring of cardiac health under free living condition is crucial to provide effective care for patients undergoing post operative recovery and…”
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Conference Proceeding -
9
HRV based Stress Assessment of Individuals in a Work Environment
Published in 2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA) (01-06-2020)“…Workplace Stress can impact the employees especially when their perception of job demands are more than what they can meet. Excessive and long term stress can…”
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Conference Proceeding -
10
Ride Profiling for a Single Speed Bicycle Using an Inertial Sensor
Published in 2019 IEEE International Symposium on Medical Measurements and Applications (MeMeA) (01-06-2019)“…Quantifying aspects related to riding helps cyclists keep track of their performance. Being able to track performance enables a greater understanding of…”
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Conference Proceeding -
11
Accelerometer based system for continuous respiratory rate monitoring
Published in 2017 IEEE International Symposium on Medical Measurements and Applications (MeMeA) (01-05-2017)“…Recent advances in sensor technologies, wireless connectivity, cloud storage and availability of compact hardware allow for designing of cost effective…”
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Conference Proceeding -
12
Fall Detection Using Kinematic Features from a Wrist-Worn Inertial Sensor
Published in 2019 IEEE International Symposium on Medical Measurements and Applications (MeMeA) (01-06-2019)“…The threats and injuries caused by falling are significant and pose risks to life among the elderly population. Detecting falls and providing prompt care helps…”
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Conference Proceeding -
13
Machine Learning based SpO2 Computation Using Reflectance Pulse Oximetry
Published in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01-07-2019)“…Continuous monitoring of blood oxygen saturation level (SpO 2 ) is crucial for patients with cardiac and pulmonary disorders and those undergoing surgeries…”
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Conference Proceeding -
14
Design, development and clinical validation of a novel urine output monitor
Published in 2017 IEEE International Symposium on Medical Measurements and Applications (MeMeA) (01-05-2017)“…Automated monitoring of vital signs and capability to generate alerts in the event of an abnormal behaviour is a becoming a default option in most multi…”
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Conference Proceeding -
15
Reflectance Pulse Oximetry for Blood Oxygen Saturation Measurement from Diverse Locations-A Preliminary Analysis
Published in 2018 IEEE International Symposium on Medical Measurements and Applications (MeMeA) (01-06-2018)“…Blood oxygen saturation level (SpO 2 ) is a clinically accepted vital sign for patient care and diagnostics. Oximeters are widely used by people suffering from…”
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Conference Proceeding