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Machine Learning for Precision Medicine: Application to Cancer Chemotherapy Response Prediction and Wound Healing Status Assessment

Creator:

Wei, Qi

Abstract:

Ph.D. candidate Qi Wei's thesis consists of two projects: Chemotherapy Project: a study based on the research paper "Predicting chemotherapy response of various cancer types using a variational auto-encoder approach" submitted to the bioRxiv preprint archive and accepted by the BMC bioinformatics; and Wound Monitor Project: implementing and assessing analytics...

Resource Type:

Dissertation

Full Text:

. Elain Fu, and Dr. Arun Natarajan for their collaborative e↵ort on the wearable wound monitor project
Mobile Cryptographic Coprocessor for Privacy-Preserving Two-Party Computation

Creator:

Kulp, Gabriel

Abstract:

Multi-party computation (MPC) is a field of study focused on devising cryptographic protocols that allow participants to learn the output of some function of their private inputs without trusting a third party to perform the computation. This is usually done at a large scale between data centers, with little emphasis...

Resource Type:

Honors College Thesis

Full Text:

, IceStorm Corresponding e-mail address: kulpga@oregonstate.edu ©Copyright by Gabriel Kulp May 28, 2021