Quantitative image analysis for low-dose CT image
Principal Investigator
Name
jianhua yan
Degrees
Ph.D.
Institution
Shanghai University of Medicine and Health Sciences,
Position Title
Professor
Email
About this CDAS Project
Study
NLST
(Learn more about this study)
Project ID
NLST-458
Initial CDAS Request Approval
Dec 18, 2018
Title
Quantitative image analysis for low-dose CT image
Summary
Developing a pipeline to extract a combination of image feature to predict survivals of subjects from low-dose CT images.
Aims
Aim 1: Develop an automatic method to delineate nodule
Aim 2: Develop a CAD method to diagnose malignant nodules via machine learning
Aim 3: Develop a method to segment whole-heart into ventricles and atriums.
Aim 4: Develop a pipeline to predict survivals of subjects based on image features.
Collaborators
NA