Going to Extremes: Weakly Supervised Medical Image Segmentation

Medical image annotation is a major hurdle for developing precise and robust machine-learning models. Annotation is expensive, time-consuming, and often requires expert knowledge, particularly in the medical field. Here, we suggest using minimal user interaction in the form of extreme point clicks t...

Full description

Bibliographic Details
Main Authors: Holger R. Roth, Dong Yang, Ziyue Xu, Xiaosong Wang, Daguang Xu
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Machine Learning and Knowledge Extraction
Subjects:
Online Access:https://www.mdpi.com/2504-4990/3/2/26