Index Catalog // ScholarsArchive@OSU

Start Over

Filtering by: Creator Mulligan, Daniel M. Degree Field Computer Science License Attribution-ShareAlike 4.0 (CC BY-SA 4.0)

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