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. Ultrasound Medical Image Processing with Improved Segmentation of Substantia Nigra Hyperechogenicity using Deep Neural Networks Open Access Author: Cunningham, James Title: Ultrasound Medical Image Processing with Improved Segmentation of Substantia Nigra Hyperechogenicity using Deep Neural Networks Graduate Program: Computer Science and Engineering Keywords: ultrasoundimage processingneural networkdeep learningsubstantia nigra File: Download Cunningham_MS_Thesis.pdf Committee Members: Mohamed Khaled Almekkawy, Thesis Advisor/Co-AdvisorChitaranjan Das, Program Head/ChairWilliam Evan Higgins, Committee Member
3. Motion Estimation in Ultrasound Image Sequences: A Deep Learning Approach Open Access Author: Bharadwaj, Skanda Title: Motion Estimation in Ultrasound Image Sequences: A Deep Learning Approach Graduate Program: Computer Science and Engineering Keywords: motion estimationobject trackingultrasound imagingdeep learningSiamese networksconvolutional neural networksKalman Filter File: Download Skanda_Master_Thesis.pdf Committee Members: Mohamed Khaled Almekkawy, Thesis Advisor/Co-AdvisorWilliam Evan Higgins, Committee MemberRobert Collins, Committee MemberChitaranjan Das, Program Head/Chair
