Implementation of Machine Learning Models to Predict Functionality of Pea Flour From Its Composition
ABSTRACT Background and Objectives The goal of this research was to examine the relationship between the composition and functionality of pea flour using the following machine learning algorithms: linear regression, partial least squares regression (PLSR), Gaussian process regression (GPR), support vector regression, gradient‐boosted decision trees ...
Colten N. Nickerson +7 more
wiley +1 more source
Current trends regarding types, properties, self-healing mechanisms, and therapeutic strategies for diabetic wounds addressed with polysaccharide-based self-repairing hydrogels: a review. [PDF]
Xue H +6 more
europepmc +1 more source
Fish Scales: A Multifunctional Biomaterial from Nature
Fish scales demonstrate nature's solution to impact protection through overlapping multilayered architecture. This biological design combines mineralized surfaces with collagen networks to achieve both flexibility and fracture resistance. The structural principles inspire advanced protective materials and biomedical implants, where damage tolerance ...
Liyao Dong, Xiaojie Sun, Xiguang Chen
wiley +1 more source
Advanced biomaterial strategies for cancerous wound management from palliative to multifunctional platforms. [PDF]
Ma S +7 more
europepmc +1 more source
This study investigates Spanish broom (Spartium junceum) as a renewable source for electrospun composite membranes in sustainable water purification. MCC and biochar were functionalized with eco‐friendly precursors and nanomaterials (i.e., HNT, β‐CDs) to develop hybrid PVA nanofiber composites.
Giulia Rando +7 more
wiley +1 more source
The critical role of hydrogels as an advanced polymeric scaffold in biomedicine: recent progress and challenges. [PDF]
Kaleshtari AH +6 more
europepmc +1 more source
ABSTRACT Objective To explore barriers and facilitators to help‐seeking by people from under‐served groups in eating disorders (EDs). Methods Seventeen participants with lived experience of an ED, identifying as members of groups traditionally under‐served in ED research (ethnic minority, sexual or gender minority, or men), took part in semi‐structured
Jessica Wilkins +3 more
wiley +1 more source
Manuka honey as a natural remedy for diabetic foot ulcers: efficacy compared with silver-based dressing. [PDF]
Rojczyk E +4 more
europepmc +1 more source
A Review on Carbon‐Based and Metal‐Based Anode Materials of Microbial Fuel Cells
Reviews a wide range of anode materials used in microbial fuel cells (MFCs) and evaluates their performance and suitability for scalable energy recovery from wastewater. Defines the essential characteristics of an ideal anode, including high surface area, excellent electrical conductivity, strong biocompatibility, and cost‐effectiveness, while ...
Md. Hamidur Rahman +1 more
wiley +1 more source

