Fostering Innovation: Streamlining Magnetocaloric Materials Research by Digitalization
Magnetocaloric cooling (MCE) is an environmentally friendly refrigeration method with great potential. Optimizing MCE materials involves the preparation and screening of large quantities of samples, which in turn generates a large amount of data. A digitalization approach is presented that uses ontologies, knowledge graphs, and digital workflows to ...
Simon Bekemeier +17 more
wiley +1 more source
Software BreastAnalyser for the semi-automatic analysis of breast cancer immunohistochemical images. [PDF]
Rodríguez-Candela Mateos M +9 more
europepmc +1 more source
Training and validation of a deep learning architecture for the automatic analysis of coronary angiography. [PDF]
Du T +12 more
europepmc +1 more source
Building machine‐readable vocabularies for materials science is slow, expert‐driven work. This study benchmarks 13 large language models on two of its first steps: finding candidate terms in engineering articles and deciding where they belong in a class hierarchy.
Thomas Bjarsch +3 more
wiley +1 more source
Automatic analysis of the continuous edges of stone tools reveals fundamental handaxe variability. [PDF]
Muller A, Sharon G, Grosman L.
europepmc +1 more source
We develop a data‐driven method to derive the mathematical expressions of the Flory–Huggins interaction parameter χ for the swelling behavior of temperature–responsive hydrogels. Starting from initial assumptions of χ, our workflow combines Bayesian optimization, Flory–Rehner theory, and symbolic regression to generate candidate χ expressions.
Yawen Wang +2 more
wiley +1 more source
Effect of Tear Classification on Subscapularis Muscle Volume: A Deep Learning-based Semi-automatic Analysis of Pre- and Postoperative Changes in 246 Rotator Cuff Repair Patients With and Without First Facet Subscapularis Tears. [PDF]
Hwang K, Lee JH, Lim D, Yu K, Jeong WK.
europepmc +1 more source
Geometric semi-automatic analysis of radiographs of Colles' fractures. [PDF]
Reyes-Aldasoro CC +5 more
europepmc +1 more source
A deep learning pipeline for automatic analysis of multi-scan cardiovascular magnetic resonance. [PDF]
Fadil H +8 more
europepmc +1 more source

