Uncovering nativity disparities in cancer patterns: Multiple imputation strategy to handle missing nativity data in the Surveillance, Epidemiology, and End Results data file [PDF]
Jane R. Montealegre +3 more
openalex +1 more source
Endothelial GPR68 is identified as a critical regulator of collateral artery growth in peripheral artery disease. Genetic and pharmacological evidence demonstrates that GPR68 integrates hemodynamic cues to drive monocyte recruitment and inflammatory remodeling, thereby promoting collateral arteriogenesis and tissue perfusion after ischemia ...
Yiyan Song +12 more
wiley +1 more source
SGA-DT: An adaptive fusion framework for missing data imputation and interpretable healthcare classification. [PDF]
Jena M, Dehuri S, Cho SB.
europepmc +1 more source
Control-based imputation for sensitivity analyses in informative censoring for recurrent event data
G. Golm +8 more
openalex +1 more source
Mixture-based Multiple Imputation Model for Clinical Data with a Temporal Dimension [PDF]
Ye Xue, Diego Klabjan, Yuan Luo
openalex +1 more source
P. Krishna Subba Rao +1 more
openaire +1 more source
Integrating Spatial Proteogenomics in Cancer Research
Xx xx. ABSTRACT Background: Spatial proteogenomics marks a paradigm shift in oncology by integrating molecular analysis with spatial information from both spatial proteomics and other data modalities (e.g., spatial transcriptomics), thereby unveiling tumor heterogeneity and dynamic changes in the microenvironment.
Yida Wang +13 more
wiley +1 more source
Proteomics Data Imputation With a Deep Model That Learns From Many Datasets. [PDF]
Harris L, Noble WS.
europepmc +1 more source
A Guide for Spatial Omics Technologies: Innovation, Evaluation, and Application
This review presents a strategy‐centric framework for spatial omics technologies, organizing methods by how spatial information is experimentally encoded. It compares key performance trade‐offs across sequencing‐ and imaging‐based approaches, examines computational and practical limitations, and highlights biomedical applications. The analysis provides
Xiaofeng Wu +5 more
wiley +1 more source
Prediction of postoperative infections by strategic data imputation and explainable machine learning. [PDF]
Guillen-Ramirez H +7 more
europepmc +1 more source

