This work introduces a novel framework for identifying non‐small cell lung cancer biomarkers from hundreds of volatile organic compounds in breath, analyzed via gas chromatography‐mass spectrometry. This method integrates generative data augmentation and multi‐view feature selection, providing a stable and accurate solution for biomarker discovery in ...
Guancheng Ren+10 more
wiley +1 more source
An interactive dashboard for analyzing user interaction patterns in the i2b2 clinical data warehouse. [PDF]
Baum L+13 more
europepmc +1 more source
Research data warehouse: using electronic health records to conduct population-based observational studies. [PDF]
Chen W+8 more
europepmc +1 more source
Advanced Experiment Design Strategies for Drug Development
Wang et al. analyze 592 drug development studies published between 2020 and 2024 that applied design of experiments methodologies. The review surveys both classical and emerging approaches—including Bayesian optimization and active learning—and identifies a critical gap between advanced experimental strategies and their practical adoption in ...
Fanjin Wang+3 more
wiley +1 more source
Creating a data warehouse to support monitoring of NSQHS blood management standard from EMR data. [PDF]
Cheng-Zarate D+6 more
europepmc +1 more source
Prolactin Level Changes according to Atypical Antipsychotics Use: A Study Based on Clinical Data Warehouse. [PDF]
Kim S+5 more
europepmc +1 more source
Dynamic Query Scheduling in Parallel Data Warehouses [PDF]
Holger Märtens+2 more
openalex +1 more source
Advancements in Graphdiyne‐Based Multiscale Catalysts for Green Hydrogen Energy Conversion
This review systematically explores the fundamental characteristics of graphdiyne (GDY), cutting‐edge field of GDY‐based multiscale catalysts within sustainable energy conversion systems.Special emphasis is placed on the structure‒property relationships in different reactions.
Qian Xiao, Lu Qi, Siao Chen, Yurui Xue
wiley +1 more source
Accessing and utilizing clinical and genomic data from an electronic health record data warehouse. [PDF]
Arnold CG+8 more
europepmc +1 more source