1. APPLYING DEEP LEARNING TECHNIQUES TO GENERATE MEDICAL IMAGES Open Access Author: Mahmood, Navid Title: APPLYING DEEP LEARNING TECHNIQUES TO GENERATE MEDICAL IMAGES Graduate Program: Computer Science and Engineering Keywords: Adversarial learningdeep learningimage synthesisresidual learningDeep learningMedical imageGenerative networkImage registrationResidual learning File: Download Thesis.pdf Committee Members: Mohamed Khaled Almekkawy, Thesis Advisor/Co-AdvisorMehrdad Mahdavi, Committee MemberChitaranjan Das, Committee Member
2. Data Augmentation Strategies For Cervical Histopathology Image Classification Open Access Author: Zhou, Qianying Title: Data Augmentation Strategies For Cervical Histopathology Image Classification Graduate Program: Information Sciences and Technology Keywords: Data augmentationDeep learningGenerative Adversarial NetworkCervical CancerHistopathology image File: Download master_thesis_Qianying.pdf Committee Members: Sharon Xiaolei Huang, Thesis Advisor/Co-AdvisorPeng Liu, Committee MemberZihan Zhou, Committee MemberMary Beth Rosson, Program Head/Chair
3. Sepsis Data Analytics Open Access Author: Shen, Sida Title: Sepsis Data Analytics Graduate Program: Industrial Engineering Keywords: Machine learningDeep learningSepsisHealthcareUnsupervised LearningData Mining File: Download Thesis_Sida_Shen_Final.pdf Committee Members: Soundar Kumara, Thesis Advisor/Co-AdvisorRobert Carl Voigt, Program Head/ChairKamesh Madduri, Committee Member
4. Applications of Attention Networks in Healthcare and Manufacturing Open Access Author: Zhou, Chen Title: Applications of Attention Networks in Healthcare and Manufacturing Graduate Program: Industrial Engineering (MS) Keywords: Deep learningTransformerAttention mechanismHealthcareManufacturing File: Download ChenZhou.pdf Committee Members: Soundar Kumara, Thesis Advisor/Co-AdvisorSaurabh Basu, Committee MemberLing Rothrock, Professor in Charge/Director of Graduate Studies
5. Temperature distribution induced by ultrasound wave propagation using physics based deep learning method Open Access 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 learningPINNtBHTEtemperature mapultrasound wave propagationtransducers File: Download Thesis_MS_2021_Yuzhang_final_Modified.pdf Committee Members: Mohamed Khaled Almekkawy, Thesis Advisor/Co-AdvisorJesse Louis Barlow, Committee MemberChitaranjan Das, Program Head/Chair
6. Semantic Image Retrieval via Graph Representation and Metric Learning Restricted (Penn State Only) Author: Wang, William Title: Semantic Image Retrieval via Graph Representation and Metric Learning Graduate Program: Computer Science and Engineering (MS) Keywords: Semantic image retrievalImage-to-image retrievalScene graphGraph convolutional networkMetric learningDeep learning File: Login to Download Committee Members: Chitaranjan Das, Program Head/ChairWang-Chien Lee, Thesis Advisor/Co-AdvisorSencun Zhu, Committee Member
7. A generative approach to generalize deep learning models for pavement distress segmentation Open Access Author: Prajapati, Abhishek Kumar Title: A generative approach to generalize deep learning models for pavement distress segmentation Graduate Program: Civil Engineering (MS) Keywords: Deep learningPavement Distress AssessmentDomain AdaptationGenerative Adversarial Networks File: Download Prajapati_MS_Thesis_03_17_2024.pdf Committee Members: S. Ilgin Guler, Thesis Advisor/Co-AdvisorVikash V. Gayah, Committee MemberFarshad Rajabipour, Program Head/ChairXianbao Hu, Committee Member