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. 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
3. 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