A novel machine learning approach classifies macrophage phenotypes with up to 98% accuracy using only nuclear morphology from DAPI‐stained images. Bypassing traditional surface markers, the method proves robust even on complex textured biomaterial surfaces. It offers a simpler, faster alternative for studying macrophage behavior in various experimental
Oleh Mezhenskyi +5 more
wiley +1 more source
Impact factors for quantifying country-level terrestrial biodiversity intactness footprints (IBIF). [PDF]
Schipper AM +7 more
europepmc +1 more source
Electrospinning allows the fabrication of fibrous 3D cotton‐wool‐like scaffolds for tissue engineering. Optimizing this process traditionally relies on trial‐and‐error approaches, and artificial intelligence (AI)‐based tools can support it, with the prediction of fiber properties. This work uses machine learning to classify and predict the structure of
Paolo D’Elia +3 more
wiley +1 more source
When did we start calling it silicosis? A historical perspective on the naming of an occupational disease. [PDF]
Zanatta A +3 more
europepmc +1 more source
To integrate surface analysis into materials discovery workflows, Gaussian process regression is used to accurately predict surface compositions from rapidly acquired volume composition data (obtained by energy‐dispersive X‐ray spectroscopy), drastically reducing the number of required surface measurements on thin‐film materials libraries.
Felix Thelen +2 more
wiley +1 more source
Spatial analysis of pollution source proximity to early childhood development centers in Gauteng. [PDF]
Mkunyana YP, Kootbodien T, Street R.
europepmc +1 more source
Uranium mining and lung cancer: a legacy of the nuclear age. [PDF]
Samet JM, Richardson DB.
europepmc +1 more source
Machine learning-enhanced monitoring of global copper mining areas. [PDF]
Li H +4 more
europepmc +1 more source
Optimizing Detection Reliability in Safety-Critical Computer Vision: Transfer Learning and Hyperparameter Tuning with Multi-Task Learning. [PDF]
Broderick W, McConnell S.
europepmc +1 more source
Research on surrounding rock control technology of roof cutting and pressure relieving for roadside filling in gob-side entry retaining of large mining height panel. [PDF]
Weiyong L +5 more
europepmc +1 more source

