Index Catalog // Digital WPI

Start Over

Filtering by: Advisor Agu, Emmanuel O. Contributor Agu, Emmanuel O. Collections Masters Theses

1. 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

2. 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

3. 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

4. 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

5. 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

6. 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

7. 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

8. 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

9. 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

10. 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