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Author:

Chen, Yukun

Title:

Aggregated Wasserstein distance for hidden Markov models and automated morphological characterization of placenta from photos

Graduate Program:

Information Sciences and Technology

Keywords:

Data science
Aggregated Wasserstein
Optimal transport
Hidden Markov model
Placenta
Pathology
Morphological characterization
Deep learning

File:

Download YukunChen-Dissertation.pdf

Committee Members:

James Z Wang, Dissertation Advisor/Co-Advisor
Jia Li, Committee Chair/Co-Chair
Xinyu Xing, Committee Member
Xiang Zhang, Committee Member
David Russell Hunter, Outside Member
Dashun Wang, Special Member
James Z Wang, Committee Chair/Co-Chair
Mary Beth Rosson, Program Head/Chair

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