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Filtering by: Advisor Agu, Emmanuel O.

1. Machine Learning Models for Passive Pre-symptomatic Detection of Covid-19 from Smart Wearable Data

Keyword:: Infectious Diseases, Smart Wearables, Passive Assessment, and Machine Learning
Creator:: Sarwar, Atifa
Advisor:: Agu, Emmanuel O.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-08-02
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

2. A Deep Semantic Segmentation Framework for Digitizing Paper Electrocardiograms with Data Augmentation using a Diffusion Model

Creator:: Ji, Jiaqi
Advisor:: Agu, Emmanuel O.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-11-14
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Computer Science

3. Mobile Paralinguistic Health Assessment from Speech: Energy-Efficient and Privacy-Preserving Neural Network Models

Keyword:: Energy efficient, Traumatic brain injury, Deep neural Networks, Depression, Speech assessment, and Speaker privacy
Creator:: Ditthapron, Apiwat
Advisor:: Lammert, Adam C. and Agu, Emmanuel O.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-04-18
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science

4. 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

5. 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

6. Investigating underrepresentation in AI datasets for cardiovascular health asssessment

Creator:: Dunn, Craig
Advisor:: Agu, Emmanuel O.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-03-13
Resource Type:: Interactive Qualifying Project

7. 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

8. 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

9. Investigating underrepresentation in AI datasets for cardiovascular health assessment

Creator:: Correia Da Silva, Danilo Augusto
Advisor:: Agu, Emmanuel O.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-03-02
Resource Type:: Interactive Qualifying Project

10. 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

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