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

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Machine Learning for Optimizing Cognitive Radar Waveforms

Keyword:

5G, Reinforcement Learning, Cognitive Radar, Spectrum Sharing, Software Defined Radio, and Machine Learning

Creator:

Malcarne, Joshua

Advisor:

Wyglinski, Alexander

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-06-03

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
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
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
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
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

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Masters Theses[remove]41

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Creator

Adamjee, Merzia Naeem1
Aiello, Christina Jane1
Asani, Florina1
Banerjee, Kutty S1
Blanchette, Damon Arthur1
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Agu, Emmanuel O.28
Gennert, Michael A.2
Huang, Xinming1
Lammert, Adam1
Lindsay, Clifford1
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Agu, Emmanuel O.[remove]41
Bao, Guanqun1
Calli, Berk1
Clark, Andrew2
Dmitry, Korkin1
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Bioinformatics & Computational Biology1
Computer Science20
Data Science4
Electrical & Computer Engineering11
Interactive Media and Game Development1
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Worcester Polytechnic Institute41

UN SDG

9 - Industry, Innovation and Infrastructure1

Resource type

Thesis41

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