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Agu, Emmanuel O.
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Pressure Injury Stage Image Classification using Cross-Shaped Window Attention Vision Transformers
Keyword:
vision transformer
,
fine-grained visual classification
,
pressure injuries
,
image classification
, and
deep learning
Creator:
Perkins, Grant
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-10-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
ClinicalICDBERT: Predicting Re-Admission Risk from Clinical Notes, Vital Signs and ICD Codes using BERT Models
Keyword:
hospital readmissions
,
ICD codes
,
clinical notes
,
vital signs
,
ClinicalBERT
, and
BERT
Creator:
Adamjee, Merzia Naeem
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Synthetic Generation of Data for HCR using Image-to-Image Translation GANs
Keyword:
Data Augmentation
,
Sensor Data
,
Human Context Recognition (HCR)
,
Generative Adversarial Networks (GAN)
, and
Time series data
Creator:
Sankaranarayanan, Ronak
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Machine Learning Estimation of COVID-19 Social Distance Using Smartphone Sensor Data
Keyword:
PACT
,
COVID
,
proximity detection
,
nDCF
,
machine learning
, and
RSSI
Creator:
Semenov, Oleksandr
Advisor:
Agu, Emmanuel O.
and
Pahlavan, Kaveh
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-09-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Sleep Duration and Quality Assessment using Smartphones
Creator:
Peng, Yuxiao
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-18
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Bioinformatics & Computational Biology
HDR-Like Image Generation to Mitigate Adverse Wound Illumination Using Deep Bi-directional Retinex and Exposure Fusion
Keyword:
HDR image
,
medical image analysis
,
image enhancement
,
deep learning
, and
wound assessment
Creator:
Hou, Songlin
Advisor:
Agu, Emmanuel O.
and
Lindsay, Clifford
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-19
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Speech-based Traumatic Brain Injury (TBI) Assessment using Deep Learning Methods with Limited Labeled Data
Creator:
Ditthapron, Apiwat
Advisor:
Lammert, Adam
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Rectification of Perspective and Scale Distortion in Wound Images and Integrated Evaluation of the SmartWAnDS System
Keyword:
Scale distortion rectification
,
Wound analysis
,
Perspective distortion rectification
,
SmartWAnDS System
,
Spatial Transformation Network (STN)
, and
Integrated Evaluation
Creator:
Raghav, Fnu
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-05
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Robotics Engineering
Smartphone TBI Sensing using Deep Embedded Clustering and Extreme Boosted Outlier Detection
Creator:
Srikanthan, Srinarayan
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Predicting TBI by using Smartphone-sensed mobility patterns, gait and balance
Keyword:
Mobile Health
,
Traumatic Brain Injury (TBI)
, and
Machine Learning
Creator:
Patel, Bhoomi Kalpesh
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Traumatic Brain Injury (TBI) detection and bioscore generation for ailment monitoring using smartphone sensor data
Creator:
Asani, Florina
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Deep Learning Anomaly Detection methods to passively detect COVID-19 from Audio
Keyword:
Convolutional Autoencoders
,
Variational Autoencoders
,
Smartphone audio sensing
,
COVID detection
,
Deep anomaly detection
, and
Contrastive learning
Creator:
Murthy, Shreesha Narasimha
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Variational Open Set Recognition
Keyword:
Extreme Value Theory
,
Varriational Autoencoder
, and
Open Set Classification
Creator:
Buquicchio, Luke J.
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Let there be light... Characterizing the Effects of Adverse Lighting on Semantic Segmentation of Wound Images and Mitigation using a Deep Retinex Model
Keyword:
Dataset
,
Deep Learning
,
Lighting
,
Retinex Theory
,
Wounds
, and
Semantic Segmentation
Creator:
Iyer, Akshay B.
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-14
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Robotics Engineering
Versatile Anomaly Detection with Outlier Preserving Distribution Mapping Autoencoders
Creator:
Gerych, Walter
Advisor:
Rundensteiner, Elke A.
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-12-16
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Alcogait Gamification
Keyword:
gamification
and
m-health
Creator:
Nimkar, Chaitany
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-05-03
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Interactive Media and Game Development
Socialoscope: Sensing User Loneliness and Its Interactions with Personality Traits
Keyword:
loneliness
,
Sensors
,
social isolation
,
personality
,
mobile sensing
, and
healthcare
Creator:
Pulekar, Gauri Anil
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Investigating Gyroscope Sway Features, Normalization, and Personalization in Detecting Intoxication in Smartphone Users
Keyword:
Sensor
,
alcohol
,
accelerometer
,
Sensors
,
smartphone
,
android
,
gait
, and
gyroscope
Creator:
Aiello, Christina Jane
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
A Comprehensive Comparative Performance Evaluation of Signal Processing Features in Detecting Alcohol Consumption from Gait Data
Keyword:
gait
,
Signal Processing
,
alcohol consumption
,
Machine Learning
, and
smartphone
Creator:
Qi, Muxi
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Many-Light Real-Time Global Illumination using Sparse Voxel Octree
Keyword:
global illumination
,
virtual point light
, and
scene voxelization
Creator:
Sun, Che
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-12-18
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
A Context-Aware Smartphone Application to Mitigate Sedentary Lifestyle
Keyword:
health
,
mobile
,
sedentary lifestyle
,
behavior change
, and
smartphone
Creator:
He, Qian
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2014-09-29
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Adaptive Spectral Mapping for Real-Time Dispersive Refraction
Keyword:
screen-space
,
spectral rendering
,
dispersion
,
graphics
, and
real-time
Creator:
Blanchette, Damon Arthur
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2012-01-17
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Application-Directed DVFS using Multiple Clock Domains on Graphics Hardware
Keyword:
Multiple Clock Domain(MCD)
,
Dynamic Voltage and Frequency Scaling(DVFS)
,
Graphics Process Unit(GPU)
, and
Energy
Creator:
Li, Juan
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2009-01-14
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Energy-Efficient Photon Mapping
Keyword:
computer graphics
,
Ray Tracing
,
mobile devices
,
mobile
,
global illumination
,
photon mapping
, and
Energy
Creator:
Light, Brandon W
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2007-05-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
The Study of Energy Consumption of Acceleration Structures for Dynamic CPU and GPU Ray Tracing
Keyword:
Acceleration Structure
,
Battery Energy
,
Dynamic Scene
,
Ray Tracing
, and
GPU
Creator:
Chang, Chen Hao Jason
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2007-01-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Energy-Efficient Interactive Ray Tracing of Static Scenes on Programmable Mobile GPUs
Keyword:
Energy
,
BVH
,
mobile devices
,
GPGPU
,
Ray Tracing
,
mobile
,
KdTree
,
computer graphics
,
uniform grid
, and
GPU
Creator:
Lohrmann, Peter J
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2007-01-11
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Remote Execution for 3D Graphics
Keyword:
mobile devices
and
computer graphics
Creator:
Banerjee, Kutty S
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2005-05-23
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
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Adamjee, Merzia Naeem
1
Aiello, Christina Jane
1
Asani, Florina
1
Banerjee, Kutty S
1
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Advisor
Agu, Emmanuel O.
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27
Lammert, Adam
1
Lindsay, Clifford
1
Pahlavan, Kaveh
1
Rundensteiner, Elke A.
2
Contributor
Agu, Emmanuel O.
27
Eltabakh, Mohamed Y.
1
Gennert, Michael A.
4
Hammoud, Riad
1
Huang, Xinming
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Bioinformatics & Computational Biology
1
Computer Science
17
Data Science
4
Electrical & Computer Engineering
2
Interactive Media and Game Development
1
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Publisher
Worcester Polytechnic Institute
27
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