This work investigates the optimal initial data size for surrogate‐based active learning in functional material optimization. Using factorization machine (FM)‐based quadratic unconstrained binary optimization (QUBO) surrogates and averaged piecewise linear regression, we show that adequate initial data accelerates convergence, enhances efficiency, and ...
Seongmin Kim, In‐Saeng Suh
wiley +1 more source
Influence of Rural and Urban Environments on Lifestyle, Dietary Patterns, and Oral Health Among Adolescents in Mallorca: A Cross-Sectional Study. [PDF]
Coll Campayo I +5 more
europepmc +1 more source
Accelerating Biosensor Discovery: A Computationally‐Driven Pipeline for Microplastics Monitoring
A computationally guided pipeline unites molecular simulation, synthetic biology, electrochemical engineering, and machine learning to accelerate biosensor discovery. A Bacillus anthracis carbohydrate‐binding module is used to develop a high‐performance micro‐ and nanoplastics sensor with greatly reduced error and variability.
Gabriel X. Pereira +13 more
wiley +1 more source
Selective Omission of Ureteral Access Sheath in Retrograde Intrarenal Surgery: Surgical and Safety Outcomes from a Single-Center Retrospective Cohort Study. [PDF]
Liang PS, Chang YJ, Chen JK, Shih HJ.
europepmc +1 more source
Predictive models successfully screen nanoparticles for toxicity and cellular uptake. Yet, complex biological dynamics and sparse, nonstandardized data limit their accuracy. The field urgently needs integrated artificial intelligence/machine learning, systems biology, and open‐access data protocols to bridge the gap between materials science and safe ...
Mariya L. Ivanova +4 more
wiley +1 more source
Clinical characteristics, laboratory measures, and quality of life as predictors of medication adherence in multiple myeloma. [PDF]
Abu Hamdeh N +24 more
europepmc +1 more source
Abstract Community health workers (CHW) programs are effective at reducing hospitalizations, improving mental health, and supporting health‐promoting behaviors. Research suggests awareness and use of CHW services remain uneven across communities nationally.
Stephen Bonett +8 more
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ABSTRACT Hypomethylating agents (HMA) and allogeneic hematopoietic stem cell transplantation (alloHSCT) have both demonstrated remissions in VEXAS; however, comparative data is lacking. We conducted a multicenter, retrospective analysis of 66 patients diagnosed with VEXAS syndrome treated with HMA (n = 35) or alloHSCT (n = 31). Baseline characteristics
Saubia Fathima +48 more
wiley +1 more source
Associations between dietary macronutrient composition and kidney stone prevalence in the U.S. adult population. [PDF]
Ding X +7 more
europepmc +1 more source
Persistent asymptomatic bacteriuria despite targeted antibiotic treatment predicts infectious complications after RIRS: a 10-year experience with 1122 procedures. [PDF]
Bosio A +10 more
europepmc +1 more source

