Integrative analysis of transcriptomic and metabolomic data via sparse canonical correlation analysis with incorporation of biological information. [PDF]
Safo SE, Li S, Long Q.
europepmc +1 more source
Framing novelty in crowdfunding: Which words win support, where, and at what stakes
Abstract Research Summary We examine how promotional language (“hype”) in reward‐based crowdfunding is associated with campaign success, and whether those associations vary across sector contexts and with campaign execution burden. Using dictionary‐based text measures from 635 U.S. Kickstarter campaigns across five sectors, we distinguish three novelty‐
Agnieszka Kwapisz
wiley +1 more source
Identification of associations between genotypes and longitudinal phenotypes via temporally-constrained group sparse canonical correlation analysis. [PDF]
Hao X +8 more
europepmc +1 more source
DNA‐Enzyme Hybrid Nanostructures: Functional Materials to Modulate Enzymatic Activity
DNA–enzyme hybrid nanostructures enable precise spatial and stoichiometric control over enzyme organization, offering a powerful platform to modulate catalytic activity. This review critically evaluates key mechanistic hypotheses, including proximity effects, microenvironment changes, confinement, and stabilization, as well as highlighting ...
Manar Elnaggar, Amelie Heuer‐Jungemann
wiley +1 more source
scMetaTraj: A Metabolism‐Centered Framework for Trajectory Inference in Single‐Cell Data
Med Research, EarlyView.
Jinwei Dai +5 more
wiley +1 more source
A Novel Approach to Energy Management in Electric Steelworks
Feed‐forward neural networks are exploited to estimate electric energy consumptions of the electric arc furnace and ladle furnace processes. The models are used to optimize production schedule so that more energy intensive grades are produced when the cost of energy is lower.
Valentina Colla +12 more
wiley +1 more source
Structured sparse canonical correlation analysis for brain imaging genetics: an improved GraphNet method. [PDF]
Du L +9 more
europepmc +1 more source
ABSTRACT Mission Engineering is maturing as a Systems Engineering discipline, yet adoption of its common frameworks remains stratified. This study examines whether selective adoption is observable across ME scholarship and develops a framework to address identified barriers.
James Moreland +4 more
wiley +1 more source
Abstract Liquid biopsy has emerged as a transformative approach in oncology, providing minimally invasive access to tumor‐derived biomarkers with applications across diagnosis, prognosis, therapeutic guidance, and disease monitoring. This literature review synthesizes evidence from 125 studies evaluating circulating tumor DNA, circulating tumor cells ...
Kirolos Eskandar
wiley +1 more source
Sparse Canonical Correlation Analysis via Truncated ℓ1-norm with Application to Brain Imaging Genetics. [PDF]
Du L +9 more
europepmc +1 more source

