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Filtering by: Creator Tilt, Jenna H. Degree Field Computer Science Rights Statement In Copyright - Non-Commercial Use Permitted

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:

latent variable dimen- sion h⌧ m (Sec. 2.3.2.2): a vector of means µ and a vector of stan- dard