use active learning to do the tumor segmentation.
Principal Investigator
Name
Sijie Wang
Degrees
B.S.
Institution
the university of Tokyo
Position Title
Researcher
Email
About this CDAS Project
Study
NLST
(Learn more about this study)
Project ID
NLST-595
Initial CDAS Request Approval
Oct 31, 2019
Title
use active learning to do the tumor segmentation.
Summary
in my study, i'll combine active learning with HCI techniques. aiming at when the dataset is limited, the oracles and the machine learning model can generate a well-labeled dataset. i'll use active learning especially, which will train limited data first , and send the most uncertain data to the oracle for a manual label. then the labeled data will be fed back to the dataset. After several generations, i hope we can get a solid database.
Aims
get a solid dataset when the dataset is limited.
Collaborators
Igarashi takeo