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Filtering by: Contributor Agu, Emmanuel O. Remove constraint Contributor: Agu, Emmanuel O.

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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:

Electrical & Computer Engineering
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:

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:

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:

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:

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:

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:

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:

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:

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:

Robotics Engineering

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Masters Theses36
PhD Dissertations17

Year

20051
20061
20073
20081
20092
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Creator

Abujrida, Hamza1
Adamjee, Merzia Naeem1
Aiello, Christina Jane1
Asani, Florina1
Banerjee, Kutty S1
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Advisor

Agu, Emmanuel O.30
Claypool, Mark L.1
Gennert, Michael A.2
Harrison, Lane T.1
Huang, Xinming1
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Contributor

Agu, Emmanuel O.[remove]53
Albrecht, Dirk1
Bao, Guanqun1
Belady, Petra1
Bowman, Doug A.1
more Contributors »

Unit

Bioinformatics & Computational Biology1
Biomedical Engineering2
Computer Science27
Data Science4
Electrical & Computer Engineering15
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Publisher

Worcester Polytechnic Institute53

Resource type

Thesis36
Dissertation17

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