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Filtering by: Creator Cross, Tim Degree Name Doctor of Philosophy (Ph.D.) 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:

. 56 2.4.4 L1 loss is better than L2 loss and cross-entropy loss for this application