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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
Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models
Keyword:
Data Science
,
Machine Learning
,
Pretrained Models
,
Generative Modeling
,
Deep Learning
, and
Bias
Creator:
Gerych, Walter
Advisor:
Rundensteiner, Elke A.
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-10-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Continuous Coverage Motion Planning on 3D Freeform Surfaces
Keyword:
Human-Robot Interaction
,
Coverage Path Planning
,
UV Mapping
, and
Constrained Motion Planning
Creator:
McGovern, Sean
Advisor:
Xiao, Jing
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-08-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Robotics Engineering
Robust Representation Learning for Context Recognition on Weakly-supervised Mobile Sensed Data with Covariate-shifts
Keyword:
Human context recognition
,
Ubiquitous computing
,
Domain adaptation
, and
Adversarial machine learning
Creator:
Alajaji, Abdulaziz
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Neural Networks Models for Multi-Attribute Assessment of Fine Grained Wound Images
Creator:
Liu, Ziyang
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-05-04
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Machine Learning Models for Parkinson's Disease Gait Assessment and Medication Adherence from Smartphone Sensor Data
Keyword:
Smartphone sensing
,
Gait assessment
,
Parkinson’s disease
,
Machine learning
,
Deep learning
, and
Medication Adherence
Creator:
Abujrida, Hamza
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-17
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
MiseEnPlace : Fine- and Coarse-grained Approaches for Mobile-Oriented Deep Learning Inference
Keyword:
Mobile Deep Inference
,
Deep Learning
, and
Cloud Computing
Creator:
Ogden, Samuel
Advisor:
Guo, Tian
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-09-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Applications of Deep Learning in Brain Injury Biomechanics and Spine Image Registration
Keyword:
Spine Image Registration
,
Image-guided Surgery
,
Concussion
,
Deep Learning
, and
Brain Injury
Creator:
Wu, Shaoju
Advisor:
Ji, Songbai
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-03
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Biomedical Engineering
Visual Analytics for Smartphone Health Phenotyping
Keyword:
Interactive Visual Analysis
,
mHealth
,
Smartphone Phenotyping
, and
Visual Analytics
Creator:
Mansoor, Hamid
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Searching for Contextual Subtasks for Semantic Segmentation
Keyword:
Computer Vision
,
Deep Learning
, and
Semantic Segmentation
Creator:
McLaughlin, Connor
Advisor:
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-28
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
Automatic Emotion Detection in Text Messages using Supervised Learning
Creator:
Hasan, Maryam
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-11-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
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
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Abujrida, Hamza
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Adamjee, Merzia Naeem
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Aiello, Christina Jane
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Agu, Emmanuel O.
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Claypool, Mark L.
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Harrison, Lane T.
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Agu, Emmanuel O.
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