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Author:

Mahmood, Navid

Title:

APPLYING DEEP LEARNING TECHNIQUES TO GENERATE MEDICAL IMAGES

Graduate Program:

Computer Science and Engineering

Keywords:

Adversarial learning
deep learning
image synthesis
residual learning
Deep learning
Medical image
Generative network
Image registration
Residual learning

File:

Download Thesis.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Mehrdad Mahdavi, Committee Member
Chitaranjan Das, Committee Member

Author:

Zhou, Qianying

Title:

Data Augmentation Strategies For Cervical Histopathology Image Classification

Graduate Program:

Information Sciences and Technology

Keywords:

Data augmentation
Deep learning
Generative Adversarial Network
Cervical Cancer
Histopathology image

File:

Download master_thesis_Qianying.pdf

Committee Members:

Sharon Xiaolei Huang, Thesis Advisor/Co-Advisor
Peng Liu, Committee Member
Zihan Zhou, Committee Member
Mary Beth Rosson, Program Head/Chair

Author:

Shen, Sida

Title:

Sepsis Data Analytics

Graduate Program:

Industrial Engineering

Keywords:

Machine learning
Deep learning
Sepsis
Healthcare
Unsupervised Learning
Data Mining

File:

Download Thesis_Sida_Shen_Final.pdf

Committee Members:

Soundar Kumara, Thesis Advisor/Co-Advisor
Robert Carl Voigt, Program Head/Chair
Kamesh Madduri, Committee Member

Author:

Zhou, Chen

Title:

Applications of Attention Networks in Healthcare and Manufacturing

Graduate Program:

Industrial Engineering (MS)

Keywords:

Deep learning
Transformer
Attention mechanism
Healthcare
Manufacturing

File:

Download ChenZhou.pdf

Committee Members:

Soundar Kumara, Thesis Advisor/Co-Advisor
Saurabh Basu, Committee Member
Ling Rothrock, Professor in Charge/Director of Graduate Studies

Author:

Wang, Yuzhang

Title:

Temperature distribution induced by ultrasound wave propagation using physics based deep learning method

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Deep learning
PINN
tBHTE
temperature map
ultrasound wave propagation
transducers

File:

Download Thesis_MS_2021_Yuzhang_final_Modified.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Jesse Louis Barlow, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Wang, William

Title:

Semantic Image Retrieval via Graph Representation and Metric Learning

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Semantic image retrieval
Image-to-image retrieval
Scene graph
Graph convolutional network
Metric learning
Deep learning

File:

Login to Download

Committee Members:

Chitaranjan Das, Program Head/Chair
Wang-Chien Lee, Thesis Advisor/Co-Advisor
Sencun Zhu, Committee Member

Author:

Prajapati, Abhishek Kumar

Title:

A generative approach to generalize deep learning models for pavement distress segmentation

Graduate Program:

Civil Engineering (MS)

Keywords:

Deep learning
Pavement Distress Assessment
Domain Adaptation
Generative Adversarial Networks

File:

Download Prajapati_MS_Thesis_03_17_2024.pdf

Committee Members:

S. Ilgin Guler, Thesis Advisor/Co-Advisor
Vikash V. Gayah, Committee Member
Farshad Rajabipour, Program Head/Chair
Xianbao Hu, Committee Member