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Start Over Degree MS Committee Member Mary Beth Rosson Committee Member Sharon Xiaolei Huang

1. Data Augmentation Strategies For Cervical Histopathology Image Classification

open_access
Open Access
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

2. Supervised Machine Learning for Region Assignment of Zebrafish Brain Nuclei based on Computational Assessment of Cell Neighborhoods

open_access
Open Access
Author:
Gupta, Samarth
Title:
Supervised Machine Learning for Region Assignment of Zebrafish Brain Nuclei based on Computational Assessment of Cell Neighborhoods
Graduate Program:
Information Sciences and Technology
Keywords:
Deep Learning
Microtomography
File:
Download thesis_samarth.pdf
Committee Members:
Sharon Xiaolei Huang, Thesis Advisor/Co-Advisor
Mary Beth Rosson, Program Head/Chair
Suhang Wang, Committee Member
Fenglong Ma, Committee Member

3. Explainable image classification based on positive gradient distance

open_access
Open Access
Author:
Yu, Li
Title:
Explainable image classification based on positive gradient distance
Graduate Program:
Information Sciences and Technology
Keywords:
Explainable image classification
Positive gradient distance
File:
Download Li_Yu_MS_Thesis_2021.pdf
Committee Members:
James Z Wang, Thesis Advisor/Co-Advisor
Jia Li, Thesis Advisor/Co-Advisor
Sharon Xiaolei Huang, Committee Member
Mary Beth Rosson, Program Head/Chair