Unsupervised many-to-many stain translation for histological image augmentation to improve classification accuracy

Background: Deep learning tasks, which require large numbers of images, are widely applied in digital pathology. This poses challenges especially for supervised tasks since manual image annotation is an expensive and laborious process. This situation deteriorates even more in the case of a large var...

Full description

Saved in:
Bibliographic Details
Main Authors: Maryam Berijanian (Author), Nadine S. Schaadt (Author), Boqiang Huang (Author), Johannes Lotz (Author), Friedrich Feuerhake (Author), Dorit Merhof (Author)
Format: Book
Published: Elsevier, 2023-01-01T00:00:00Z.
Subjects:
Online Access:Connect to this object online.
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

Connect to this object online.

3rd Floor Main Library

Holdings details from 3rd Floor Main Library
Call Number: A1234.567
Copy 1 Available