Continual medical image denoising based on triplet neural networks collaboration.
Journal:
Computers in biology and medicine
Published Date:
Jul 24, 2024
Abstract
BACKGROUND: When multiple tasks are learned consecutively, the old model parameters may be overwritten by the new data, resulting in the phenomenon that the new task is learned and the old task is forgotten, which leads to catastrophic forgetting. Moreover, continual learning has no mature solution for image denoising tasks.