THE ROYAL INSTITUTION FOR THE ADVANCEMENT OF LEARNING/MCGILL UNIVERSITY;POLYVALOR, LIMITED PARTNERSHIP
发明人:
Frédéric LEBLOND,Kevin PETRECCA,Michael JERMYN
申请号：
US15288725
公开号：
US20170020460A1
申请日:
2016.10.07
申请国别(地区):
US
年份:
2017
代理人:
摘要：
A method for assessing a cancer status of biological tissue includes 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.
