2 papers
cs.CV2022
OOOE: Only-One-Object-Exists Assumption to Find Very Small Objects in Chest Radiographs
Gunhee Nam, Taesoo Kim, Sanghyup Lee +1
The accurate localization of inserted medical tubes and parts of human anatomy is a common problem when analyzing chest radiographs and something deep neural networks could potenti…
cs.CV2022
Did You Get What You Paid For? Rethinking Annotation Cost of Deep Learning Based Computer Aided Detection in Chest Radiographs
Tae Soo Kim, Geonwoon Jang, Sanghyup Lee +1
As deep networks require large amounts of accurately labeled training data, a strategy to collect sufficiently large and accurate annotations is as important as innovations in reco…