发明名称 |
SYSTEM AND METHOD FOR ASSESSING A CANCER STATUS OF BIOLOGICAL TISSUE |
摘要 |
There is disclosed a method for assessing a cancer status of biological tissue having the steps of: obtaining a Raman spectrum indicating a Raman spectroscopy response of the biological tissue, the Raman spectrum captured using a fiber-optic probe of a fiber-optic Raman spectroscopy system; inputting the Raman spectrum into a boosted tree classification algorithm of a computer program, and using the boosted tree classification algorithm for comparing, in real-time, the captured Raman spectrum to reference data and assessing the cancer status of the biological tissue based on said comparison, the reference data being previously determined based on a set of reference Raman spectra indicating Raman spectroscopy responses of reference biological tissues wherein each of the reference biological tissues is associated with a known cancer status; and generating a real-time output indicating the assessed cancer status of the biological tissue. |
申请公布号 |
WO2015154187(A1) |
申请公布日期 |
2015.10.15 |
申请号 |
WO2015CA50288 |
申请日期 |
2015.04.08 |
申请人 |
POLYVALOR, LIMITED PARTNERSHIP;THE ROYAL INSTITUTION FOR THE ADVANCEMENT OF LEARNING/MCGILL UNIVERSITY |
发明人 |
LEBLOND, FRÉDÉRIC;PETRECCA, KEVIN;JERMYN, MICHAEL;MOK, KELVIN |
分类号 |
A61B6/00;A61B5/00;G06F19/00 |
主分类号 |
A61B6/00 |
代理机构 |
|
代理人 |
|
主权项 |
|
地址 |
|