Results 191 to 200 of about 526,945 (283)

Brain Tumor Segmentation Using U-Net With ResNet50 Encoder for Enhanced MRI Analysis. [PDF]

Int J Biomed Imaging
Alkahtani AM, Dardouri S.
europepmc   +1 more source

Additive Manufacturing of Continuous Fibre Reinforced Composites: Process, Characterisation, Modelling, and Sustainability

Advanced Engineering Materials, EarlyView.
Additive manufacturing provides precise control over the placement of continuous fibres within polymer matrices, enabling customised mechanical performance in composite components. This article explores processing strategies, mechanical testing, and modelling approaches for additive manufactured continuous fibre‐reinforced composites.
Cherian Thomas, Amir Hosein Sakhaei
wiley   +1 more source

Fostering Innovation: Streamlining Magnetocaloric Materials Research by Digitalization

Advanced Engineering Materials, EarlyView.
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, Moritz Blum, Luana Caron, Alisa Chirkova, Philipp Cimiano, Basil Ell, Inga Ennen, Michael Feige, Maik Gaerner, Thomas Hilbig, Andreas Hütten, Günter Reiss, Tapas Samanta, Sonja Schöning, Christian Schröder, Lennart Schwan, Chris Taake, Martin Wortmann   +17 more
wiley   +1 more source

Survival prediction of colorectal cancer using 101 machine learning methods based on immune-related genes: A machine learning study. [PDF]

Medicine (Baltimore)
Liu B, Li H, Hao M, Liu X, Yuan D, Huang W, Li W, Zeng J, Zhu Y, Ding L.   +9 more
europepmc   +1 more source

Multimodal Data‐Driven Microstructure Characterization

Advanced Engineering Materials, EarlyView.
A self‐consistent autonomous workflow for EBSP‐based microstructure segmentation by integrating PCA, GMM clustering, and cNMF with information‐theoretic parameter selection, requiring no user input. An optimal ROI size related to characteristic grain size is identified.
Qi Zhang, Santiago Benito, Özge Özgün, Sebastian Weber, Markus Stricker   +4 more
wiley   +1 more source

Symbolic Regression and Multi‐Objective Optimization of the Flory–Huggins Interaction Parameter for Hydrogels

Advanced Engineering Materials, EarlyView.
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, Adrian Ehrenhofer, Thomas Wallmersperger   +2 more
wiley   +1 more source

Assessing SOFA score trajectories in sepsis using machine learning

\(\bf Introduction\) An increasing amount of longitudinal health data is available on critically ill septic patients in the age of digital medicine, including daily sequential organ failure assessment (SOFA) score measurements.
Henzler, Dietrich (Prof. Dr. med.), Limper, Klaus Ulrich (Dr. med.), Babel, Nina (Prof. Dr. med.), Kleefisch, Daniel, Oswald, Daniel (Dr. med.), Busch, Alexander von, Koos, Björn (PD Dr. rer. nat.), Zarbock, Alexander (Univ.-Prof. Dr. med.), Bergmann, Lars (Priv.-Doz. Dr. med.), Ellger, Björn (Prof. Dr. med.), Ertmer, Christian (PD Dr. med.), Putensen, Christian (Prof. Dr. med.), Marcus-Alic, Katrin (Prof. Dr. rer. nat.), Unterberg, Matthias (Dr. med.), Wolf, Alexander (Dr. med.), Köhler, Thomas (Dr. med.), Palmowski, Lars (Dr. med.), Wappler, Frank (Prof. Dr. med.), Rahmel, Tim (PD Dr. med.), Weber, Maike (M. Sc.), Sitek, Barbara (Prof. Dr.), Adamzik, Michael (Prof. Dr. med.), Eisenacher, Martin (PD Dr. rer. medic.), Nowak, Hartmuth Sebastian Burkhard (PD Dr. med.), Frey, Ulrich (Prof. Dr. med.), Thoral, Patrick J. (DRS.), Haberl, Helge, Rump, Katharina (Dr. rer. nat.), Bode, Christian (Prof. Dr. med.), Witowski, Andrea Annette (Dr. med.), Ehrentraut, Stefan Felix (PD Dr. med.), Ziehe, Dominik (Dr. rer. nat.)   +31 more
core  

Evaluating machine learning algorithms based on thermal imaging and milk-based parameters to identify subclinical mastitis in dairy cows. [PDF]

Vet Q
Paudyal S, Neupane R, Shrestha B, Chiang HI, Aryal A.   +4 more
europepmc   +1 more source

Microstructure Evolution of a VMnFeCoNi High‐Entropy Alloy After Synthesis, Swaging, and Annealing

Advanced Engineering Materials, EarlyView.
The synthesis and processing (rotary swaging and annealing) of the novel VMnFeCoNi alloy is investigated, alongside the estimation of the grain size effect on hardness. Analysis of a wide grain size range of recrystallized microstructures (12–210 µm) reveals a low annealing twin density.
Aditya Srinivasan Tirunilai, Zeki Ayrildi, Buse Şen, Maik Rajkowski, Mathias Redondo Garcia, Markus Stricker, Guillaume Laplanche   +6 more
wiley   +1 more source