Search Results - "Banerjee, Tanvi"

Toward Mental Effort Measurement Using Electrodermal Activity Features by Romine, William, Schroeder, Noah, Banerjee, Tanvi, Graft, Josephine

“…The ability to monitor mental effort during a task using a wearable sensor may improve productivity for both work and study. The use of the electrodermal…”
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Toward Sensor-Based Sleep Monitoring with Electrodermal Activity Measures by Romine, William, Banerjee, Tanvi, Goodman, Garrett

“…We use self-report and electrodermal activity (EDA) wearable sensor data from 77 nights of sleep of six participants to test the efficacy of EDA data for sleep…”
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A Preliminary Study of the Efficacy of Using a Wrist-Worn Multiparameter Sensor for the Prediction of Cognitive Flow States in University-Level Students by Graft, Josephine, Romine, William, Watts, Brooklynn, Schroeder, Noah, Jawad, Tawsik, Banerjee, Tanvi

“…Engagement is enhanced by the ability to access the state of flow during a task, which is described as a full immersion experience. We report two studies on…”
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Sleep quality prediction in caregivers using physiological signals by Sadeghi, Reza, Banerjee, Tanvi, Hughes, Jennifer C., Lawhorne, Larry W.

“…Most caregivers of people with dementia (CPWD) experience a high degree of stress due to the demands of providing care, especially when addressing…”
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Using Machine Learning to Train a Wearable Device for Measuring Students' Cognitive Load during Problem-Solving Activities Based on Electrodermal Activity, Body Temperature, and Heart Rate: Development of a Cognitive Load Tracker for Both Personal and Classroom Use by Romine, William L, Schroeder, Noah L, Graft, Josephine, Yang, Fan, Sadeghi, Reza, Zabihimayvan, Mahdieh, Kadariya, Dipesh, Banerjee, Tanvi

“…Automated tracking of physical fitness has sparked a health revolution by allowing individuals to track their own physical activity and health in real time…”
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Can subjective pain be inferred from objective physiological data? Evidence from patients with sickle cell disease by Panaggio, Mark J, Abrams, Daniel M, Yang, Fan, Banerjee, Tanvi, Shah, Nirmish R

“…Patients with sickle cell disease (SCD) experience lifelong struggles with both chronic and acute pain, often requiring medical interventMaion. Pain can be…”
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Day or Night Activity Recognition From Video Using Fuzzy Clustering Techniques by Banerjee, Tanvi, Keller, James M., Skubic, Marjorie, Stone, Erik

“…We present an approach for activity state recognition implemented on data collected from various sensors-standard web cameras under normal illumination, web…”
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Machine Learning for Aiding Blood Flow Velocity Estimation Based on Angiography by Padhee, Swati, Johnson, Mark, Yi, Hang, Banerjee, Tanvi, Yang, Zifeng

“…Computational fluid dynamics (CFD) is widely employed to predict hemodynamic characteristics in arterial models, while not friendly to clinical applications…”
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Comparison of gait speeds from wearable camera and accelerometer in structured and semi-structured environments by Schneider, Bradley, Banerjee, Tanvi, Grover, Francis, Riley, Michael

“…A feasibility study was conducted to investigate the use of a wearable gait analysis system for classifying gait speed using a low-cost wearable camera in a…”
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Use of consumer wearables to monitor and predict pain in patients with sickle cell disease by Vuong, Caroline, Utkarsh, Kumar, Stojancic, Rebecca, Subramaniam, Arvind, Fernandez, Olivia, Banerjee, Tanvi, Abrams, Daniel M, Fijnvandraat, Karin, Shah, Nirmish

“…In sickle cell disease (SCD), unpredictable episodes of acute severe pain, known as vaso-occlusive crises (VOC), disrupt school, work activities and family…”
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Improving Pain Assessment Using Vital Signs and Pain Medication for Patients With Sickle Cell Disease: Retrospective Study by Padhee, Swati, Nave, Jr, Gary K, Banerjee, Tanvi, Abrams, Daniel M, Shah, Nirmish

“…Sickle cell disease (SCD) is the most common inherited blood disorder affecting millions of people worldwide. Most patients with SCD experience repeated,…”
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Automated fall detection with quality improvement "rewind" to reduce falls in hospital rooms by Rantz, Marilyn J, Banerjee, Tanvi S, Cattoor, Erin, Scott, Susan D, Skubic, Marjorie, Popescu, Mihail

“…The purpose of this study was to test the implementation of a fall detection and "rewind" privacy-protecting technique using the Microsoft® Kinect™ to not only…”
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IoT Quality Control for Data and Application Needs by Banerjee, Tanvi, Sheth, Amit

“…The amount of Internet of Things (IoT) data is growing rapidly. Although there is a growing understanding of the quality of such data at the device and network…”
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Bridging the Gap between Atomic and Complex Activities in First Person Video by Schneider, Bradley, Banerjee, Tanvi

“…In this work, we describe a system for classifying activities in first-person video using a fuzzy inference system. Our fuzzy inference system is built on top…”
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Identifying Key Topics Bearing Negative Sentiment on Twitter: Insights Concerning the 2015-2016 Zika Epidemic by Mamidi, Ravali, Miller, Michele, Banerjee, Tanvi, Romine, William, Sheth, Amit

“…To understand the public sentiment regarding the Zika virus, social media can be leveraged to understand how positive, negative, and neutral sentiments are…”
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Early Hospital Mortality Prediction using Vital Signals by Sadeghi, Reza, Banerjee, Tanvi, Romine, William

“…Early hospital mortality prediction is critical as intensivists strive to make efficient medical decisions about the severely ill patients staying in intensive…”
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What Are People Tweeting About Zika? An Exploratory Study Concerning Its Symptoms, Treatment, Transmission, and Prevention by Miller, Michele, Banerjee, Tanvi, Muppalla, Roopteja, Romine, William, Sheth, Amit

“…In order to harness what people are tweeting about Zika, there needs to be a computational framework that leverages machine learning techniques to recognize…”
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Use of Machine Learning to Predict 30-Day Reutilization of Care for Patients with Sickle Cell Disease Treated for Vaso-Occlusive Crisis by Vuong, Caroline, Utkarsh, Kumar, Stojancic, Rebecca, Mallikarjunan, Arvind, Fernandez, Olivia, Banerjee, Tanvi, Abrams, Daniel A., Fijnvandraat, Karin, Shah, Nirmish

“…Background Sickle cell disease (SCD) is an inherited disorder of red blood cells affecting millions of people worldwide. SCD is characterized by recurrent…”
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The influence of learners' perceptions of virtual humans on learning transfer by Schroeder, Noah L., Yang, Fan, Banerjee, Tanvi, Romine, William L., Craig, Scotty D.

“…Virtual humans are often integrated into novel multimedia learning environments. However, little is known about learner's perceptions of the agents or the…”
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Recognizing complex instrumental activities of daily living using scene information and fuzzy logic by Banerjee, Tanvi, Keller, James M., Popescu, Mihail, Skubic, Marjorie

“…•Provides a unique and robust solution to the extremely challenging task of ADL modeling.•Incorporates scene information to build ADL models.•In the absence of…”
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