This review highlights how machine learning (ML) algorithms are employed to enhance sensor performance, focusing on gas and physical sensors such as haptic and strain devices. By addressing current bottlenecks and enabling simultaneous improvement of multiple metrics, these approaches pave the way toward next‐generation, real‐world sensor applications.
Kichul Lee +17 more
wiley +1 more source
Oil-sealed RGD-modified alginate hydrogel microwell array for analysis of single-cell-derived extracellular vesicles and particles. [PDF]
Yamagata C +9 more
europepmc +1 more source
Development of a parallelizable QCM-D array for the mass spectrometric analysis of proteins [PDF]
Siegfried Hohmann
openalex
Interconnected Porous Hydrogels with Tunable Anisotropy Through Aqueous Emulsion Bioprinting
A 3D bioprintable microporous bioink is developed using an aqueous two‐phase system (ATPS) composed of extracellular matrix (ECM) mimetic biopolymers. The ATPS bioink enables the fabrication of interconnected porous architectures with up to 70% porosity, supporting long‐term cell viability and 3D cell alignment, enabling a simultaneous generation of ...
Hugo Edgar‐Vilar +4 more
wiley +1 more source
Multi-Component Analysis of Protein- and DNA-Coated Magnetic Nanoparticles Using Electrochemical Impedance Spectroscopy with Interdigitated Electrode Sensors. [PDF]
Lutey K +8 more
europepmc +1 more source
Metabolic changes in immune cells direct the phenotype and function of the host immune system. Smart nanomaterials must target metabolic pathways to direct immune cell fate. This study reports the fabrication and first application of germanane quantum dots (GeHQDs) to modulate inflammation in vitro and in vivo.
Abhay Srivastava +7 more
wiley +1 more source
The PI3K pathway is a downstream effector of NRF2 activation in the esophagus. [PDF]
Subramaniyan B +6 more
europepmc +1 more source
Analysis of interactions between SNARE proteins using imaging ellipsometer coupled with microfluidic array [PDF]
Qi Cai +7 more
openalex +1 more source
A new class of living liquid metal composites is introduced, embedding Bacillus subtilis endospores into eutectic gallium–indium (EGaIn). The spores enhance droplet coalescence, strengthen interfacial conductivity, and provide on‐demand electrogenic functionality after germination. The composites exhibit high conductivity, self‐healing, patternability,
Maryam Rezaie, Yang Gao, Seokheun Choi
wiley +1 more source
Parkinson's disease-associated alterations in DNA methylation and hydroxymethylation in human brain. [PDF]
Choza JI +5 more
europepmc +1 more source

