Localized instance fusion of MRI data of Alzheimer’s disease for classification based on instance transfer ensemble learning
Abstract Background Diagnosis of Alzheimer’s disease (AD) is very important, and MRI is an effective imaging mode of Alzheimer’s disease. There are many existing studies on the diagnosis of Alzheimer’s disease based on MRI data. However, there are no studies on the transfer learning between differen...
Main Authors: | Xiaoheng Tan, Yuchuan Liu, Yongming Li, Pin Wang, Xiaoping Zeng, Fang Yan, Xinke Li |
---|---|
Format: | Article |
Language: | English |
Published: |
BMC
2018-05-01
|
Series: | BioMedical Engineering OnLine |
Subjects: | |
Online Access: | http://link.springer.com/article/10.1186/s12938-018-0489-1 |
Similar Items
-
Multiple-instance learning with pairwise instance similarity
by: Yuan Liming, et al.
Published: (2014-09-01) -
YOLOMask, an Instance Segmentation Algorithm Based on Complementary Fusion Network
by: Jiang Hua, et al.
Published: (2021-07-01) -
Neural Relation Classification Using Selective Attention and Symmetrical Directional Instances
by: Zhen Tan, et al.
Published: (2018-08-01) -
Instance Sequence Queries for Video Instance Segmentation with Transformers
by: Zhujun Xu, et al.
Published: (2021-06-01) -
Appeal Court as the Court of the First Instance
by: Morozova A. S.
Published: (2015-04-01)