Retrieving Chest X-rays for Differential Diagnosis: A Deep Metric Learning Approach.

Ashery Mbilinyi Heiko Schuldt

Published in: BHI (2021)

Keyphrases

metric learning
x ray
differential diagnosis
pulmonary nodules
ct scans
chest radiographs
distance metric
x ray images

computer aided
medical imaging
pairwise
semi supervised
medical experts
intraoperative
distance function
learning tasks

computer aided diagnosis
ct images
multi task
dimensionality reduction
three dimensional
information retrieval
semi supervised learning

feature space
machine learning
transfer learning
computed tomography
ct data
lung nodules
euclidean distance