Sampling inequalities affect generalization of neuroimaging-based diagnostic classifiers in psychiatry

Authors: Zhiyi Chen, Bowen Hu, Xuerong Liu, Benjamin Becker, Simon B. Eickhoff, Kuan Miao, Xingmei Gu, Yancheng Tang, Xin Dai, Chao Li, Artemiy Leonov, Zhibing Xiao, Zhengzhi Feng, Ji Chen, Hu Chuan-Peng

Source: BMC Medicine, Vol 21, Iss 1, Pp 1-29 (2023)

Subject Terms: Psychiatric machine learning, Diagnostic classification, Meta-analysis, Neuroimaging, Sampling inequalities, Medicine

File Description: electronic resource

Relation: https://doaj.org/toc/1741-7015

Access URL: https://doaj.org/article/1e058b5c3b5845a8827c38d6f869f67d

Random sampling and approximation of signals with bounded derivatives

Authors: Jianbin Yang, Xinzhu Tao

Source: Journal of Inequalities and Applications, Vol 2019, Iss 1, Pp 1-14 (2019)

Subject Terms: Sampling inequalities, Signals with bounded derivatives, Covering number, Regularized least squares, Mathematics, QA1-939

File Description: electronic resource

Relation: http://link.springer.com/article/10.1186/s13660-019-2059-x; https://doaj.org/toc/1029-242X

Access URL: https://doaj.org/article/121ea8ae993544f3856f7c9fcbe79d9e

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