Interpretable Auto Window setting for deep-learning-based CT analysis

Yiqin Zhang

doi:10.1016/j.compbiomed.2025.110994

Interpretable Auto Window setting for deep-learning-based CT analysis

2025-08-30

0

PRE

AI

DOI：10.1016/j.compbiomed.2025.110994

Original

Original request for help

Save

Abstract

En 中文

• A plug-in module for neural networks that automatically sets CT windows. • Interpretable and compatible with mainstream deep learning architectures. • Helps researchers to construct deep-learning-based frameworks more easily. • A refined domain-invariant design to enhance the controllability and interpretability.

Keywords:

CT windowing

neural networks

interpretable deep learning

domain-invariant design

plug-in module

Interpretable Auto Window setting for deep-learning-based CT analysis

Abstract

Journal

Organization