PT  - JOURNAL ARTICLE
AU  - Chris Cremer
TI  - Assessing Prediction Performance of Neoadjuvant Chemotherapy Response in Bladder Cancer
AID  - 10.1101/075705
DP  - 2016 Jan 01
TA  - bioRxiv
PG  - 075705
4099  - http://biorxiv.org/content/early/2016/09/16/075705.short
4100  - http://biorxiv.org/content/early/2016/09/16/075705.full
AB  - Neoadjuvant chemotherapy is a treatment routinely prescribed to patients diagnosed with muscle-invasive bladder cancer. Unfortunately, not all patients are responsive to this treatment and would greatly benefit from an accurate prediction of their expected response to chemotherapy. In this project, I attempt to develop a model that will predict response using tumour microarray data. I show that using my dataset, every method is insufficient at accurately classifying responders and non-responders.