Advanced Oncology, Volume 1, Issue 1, December 2026.This study develops a dynamic surface‐enhanced Raman scattering (D‐SERS) platform integrating multiscale nanoparticle geometry, quantum dot coupling, surface‐energy programming, and a multilayer perceptron model for AI‐assisted classification. It enables ultrahigh sensitivity, noninvasive detection, and specific Helicobacter pylori identification.
Ming‐Chang Lu +4 more
wiley +1 more source
Spatial and temporal scales in plant phenotyping for crop water stress assessment: A review
The Plant Phenome Journal, Volume 9, Issue 1, December 2026.Abstract Water stress is a major limiting factor for crop productivity worldwide, and its impacts are intensifying due to climate variability and increasing water scarcity. This review focuses on the spatial and temporal scales in plant phenotyping as a critical approach to improving crop water‐stress assessment and supporting precision water ...
Daniel Kingsley Cudjoe +3 more
wiley +1 more source
Decoding basal ganglia motor circuit dysfunction from handwriting: a physics-informed neural signal interpretation framework for Parkinson's disease screening. [PDF]
Front NeuroinformBatri K +6 more
europepmc +1 more source
High‐throughput image‐based phenotyping of soybean hilum color
The Plant Phenome Journal, Volume 9, Issue 1, December 2026.Abstract Hilum color in soybean (Glycine max [L.] Merr.) is an important morphological trait influencing market classification and seed quality traits, yet its phenotyping is largely subjective, relying on visual inspection and assignment to one of eight color classes. This study developed an image‐based high‐throughput pipeline to measure and classify
Katherine Fortune +2 more
wiley +1 more source
The Machine Learning Classification of Retinal Ganglion Cell Dendritic Texture in a 3xTg-Alzheimer's Disease Mouse Model. [PDF]
Diagnostics (Basel)Kulmaganbetov M +3 more
europepmc +1 more source
Drug Design and Discovery: The Long Road From Hansch Analysis to Artificial Intelligence
ChemMedChem, Volume 21, Issue 21, 12 November 2026.The evolution of quantitative structure–activity relationships (QSAR) is traced from the pioneering work of Hansch to its contemporary applications in drug discovery. Key developments in multidimensional QSAR, multivariate statistical analysis and machine learning, model validation, and multi‐objective optimization are discussed.
Anna Tsantili‐Kakoulidou
wiley +1 more source
Path Analysis of the Cancer Mueller Matrix: From Physical Decomposition to High-Dimensional Vector Mapping. [PDF]
J BiophotonicsWang C +7 more
europepmc +1 more source
“Smelltronics”—From Gas to Smell Sensing
Advanced Materials, Volume 38, Issue 61, 2 November 2026.The emerging field of smelltronics, encompassing sensing technologies for complex volatile organic compounds, holds significant potential for extracting valuable chemical information. It facilitates the noninvasive, real‐time monitoring of humans, food, and the environment.
Takeshi Ono +7 more
wiley +1 more source
Unveiling the Immunomodulatory Potential of Medicinal Plants: A Machine Learning Framework Coupled with Experimental Validation. [PDF]
Life (Basel)Assouab A +3 more
europepmc +1 more source
Advanced Materials, Volume 38, Issue 63, 12 November 2026.Self‐invalidating multilayer physical unclonable functions (PUFs) integrate fingerprint‐like metal nanopattern bilayers from block copolymer templates with highly reactive reduced graphene oxide (rGO) interlayers. This tamper‐responsive architecture blocks all unauthorized physical and chemical replication attempts while autonomously deactivating ...
Gyu Hui Jo +7 more
wiley +1 more source