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Unsupervised-Learning Assisted Artificial Neural Network For Optimization, Varun Kote
Unsupervised-Learning Assisted Artificial Neural Network For Optimization, Varun Kote
Mechanical & Aerospace Engineering Theses & Dissertations
Innovations in computer technology made way for Computational Fluid Dynamics (CFD) into engineering, which supported the development of new designs by reducing the cost and time by lowering the dependency on experimentation. There is a further need to make the process of development more efficient. One such technology is Artificial Intelligence. In this thesis, we explore the application of Artificial Intelligence (AI) in CFD and how it can improve the process of development.
AI is used as a buzz word for the mechanism which can learn by itself and make the decision accordingly. Machine learning (ML) is a subset of …
Applied Deep Learning In Orthopaedics, William Stewart Burton Ii
Applied Deep Learning In Orthopaedics, William Stewart Burton Ii
Electronic Theses and Dissertations
The reemergence of deep learning in recent years has led to its successful application in a wide variety of fields. As a subfield of machine learning, deep learning offers an array of powerful algorithms for data-driven applications. Orthopaedics stands to benefit from the potential of deep learning for advancements in the field. This thesis investigated applications of deep learning for the field of orthopaedics through the development of three distinct projects.
First, algorithms were developed for the automatic segmentation of the structures in the knee from MRI. The resulting algorithms can be used to accurately segment full MRI scans in …