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
A Faithful Discretization of Verbose Directional Transforms. [PDF]
Fasy BT +4 more
europepmc +1 more source
Expert Treatment Considerations for Lower Face and Neck Rejuvenation
ABSTRACT Background The lower face and neck are essential to overall facial harmony and a balanced appearance. Although most nonsurgical treatments have focused on the upper and midface, a variety of minimally invasive options are now available for treating the lower face and neck that target different aesthetic concerns and provide welcome ...
Sabrina Fabi +6 more
wiley +1 more source
Non-negative matrix factorization and deconvolution as a dual simplex problem. [PDF]
Kleverov D +3 more
europepmc +1 more source
Through a field study along a metal contamination gradient, we propose a combined application of taxonomic and functional approaches to study the impacts of contamination on polyphagous predators, spiders. We have demonstrated a significant impact of metal contamination on spider communities, although it operates among a set of variables (e.g ...
Aliénor Duval +6 more
wiley +1 more source
Spatial continuity of neurons explains non-random network architecture. [PDF]
Reimann MW +3 more
europepmc +1 more source
Insights Into the Biological Mechanisms and Multifunctional Health Benefits of Morelloflavone
Morelloflavone (MF), a biflavonoid from Garcinia and related species, exhibits broad human health benefits through antioxidant, anti‐inflammatory, anticancer, and metabolic regulatory effects. This review highlights its molecular mechanisms, biosynthesis, and emerging roles in chronic disease prevention, emphasizing systems biology and machine learning
Yi Liu +4 more
wiley +1 more source
Variable-fidelity EM analysis and simplex-anchored regression surrogates for efficient global optimization of microwave passive circuits. [PDF]
Pietrenko-Dabrowska A, Koziel S.
europepmc +1 more source
This study employs an in silico virtual screening workflow to evaluate lactic acid bacteria (LAB)‐derived bacteriocins as potential inhibitors of the monkeypox virus DNA polymerase (MPDP). Protein‐peptide docking simulations using the HADDOCK platform revealed that Sakacin P and Mundticin KS possess the highest binding affinities for the MPDP target ...
Melisa Z. Karaman +6 more
wiley +1 more source
Machine learning for microwave optimization using simplex surrogates, dual-resolution computational models and local tuning with sparse sensitivity updates. [PDF]
Koziel S, Pietrenko-Dabrowska A.
europepmc +1 more source

