The Applications of Deep Learning in Medical Imaging Diagnosis by Suryadipto Sarkar A Thesis Presented in Partial Fulfillment of the Requirements for the Degree Master of Science Approved June 2021 by the Graduate Supervisory Committee: Teresa Wu, Chair