Advances in data preprocessing for biomedical data fusion: An overview of the methods, challenges, and prospects

S Wang, ME Celebi, YD Zhang, X Yu, S Lu, X Yao… - Information …, 2021 - Elsevier
Due to the proliferation of biomedical imaging modalities, such as Photoacoustic
Tomography, Computed Tomography (CT), Optical Microscopy and Tomography, etc …

Social network changes and life events across the life span: a meta-analysis.

C Wrzus, M Hänel, J Wagner, FJ Neyer - Psychological bulletin, 2013 - psycnet.apa.org
For researchers and practitioners interested in social relationships, the question remains as
to how large social networks typically are, and how their size and composition change …

[HTML][HTML] Factors associated with healthy aging in Latin American populations

H Santamaria-Garcia, A Sainz-Ballesteros… - Nature Medicine, 2023 - nature.com
Latin American populations may present patterns of sociodemographic, ethnic and cultural
diversity that can defy current universal models of healthy aging. The potential combination …

[HTML][HTML] The proportion of missing data should not be used to guide decisions on multiple imputation

P Madley-Dowd, R Hughes, K Tilling, J Heron - Journal of clinical …, 2019 - Elsevier
Objectives Researchers are concerned whether multiple imputation (MI) or complete case
analysis should be used when a large proportion of data are missing. We aimed to provide …

Multi-objective feature selection with missing data in classification

Y Xue, Y Tang, X Xu, J Liang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Feature selection (FS) is an important research topic in machine learning. Usually, FS is
modelled as a bi-objective optimization problem whose objectives are: 1) classification …

[HTML][HTML] Nearest neighbor imputation algorithms: a critical evaluation

L Beretta, A Santaniello - BMC medical informatics and decision making, 2016 - Springer
Background Nearest neighbor (NN) imputation algorithms are efficient methods to fill in
missing data where each missing value on some records is replaced by a value obtained …

Medical mistrust, racism, and delays in preventive health screening among African-American men

W Powell, J Richmond, D Mohottige, I Yen… - Behavioral …, 2019 - Taylor & Francis
The contribution of medical mistrust to healthcare utilization delays has gained increased
public health attention. However, few studies examine these associations among African …

Multiple imputation using chained equations: issues and guidance for practice

IR White, P Royston, AM Wood - Statistics in medicine, 2011 - Wiley Online Library
Multiple imputation by chained equations is a flexible and practical approach to handling
missing data. We describe the principles of the method and show how to impute categorical …

[图书][B] Applied missing data analysis

CK Enders - 2022 - books.google.com
The most user-friendly and authoritative resource on missing data has been completely
revised to make room for the latest developments that make handling missing data more …

[图书][B] Angewandte Regressionsanalyse: Theorie, Technik und Praxis

D Urban, J Mayerl - 2018 - Springer
Das vorliegende Studienskript ist die komplett überarbeitete und um viele zusätzliche
Inhalte und Kapitel ergänzte Neuauflage des Studienskipts „Regressionstheorie und …