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Cultural frameworks for understanding the self are often categorized into two broad orientations: individualism and collectivism. These paradigms influence how people define themselves, relate to others, and interpret their social worlds. Each orientation offers distinct perspectives on autonomy, responsibility, and the role of the individual within a community.Individualistic CulturesIn individualistic cultures like North America and Western Europe, identity is understood as autonomous and...
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Social psychology examines how the real or imagined presence of others influences individuals' thoughts, feelings, and behaviors. A key concept in this field is the role of social context in shaping behavior. The same individual may act differently depending on the social setting, due to the varying expectations and norms associated with each environment. This context-dependent behavior illustrates the influence of social roles, which prescribe appropriate conduct in specific situations.Social...
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Machines are complex structures consisting of movable, pin-connected multi-force members that work together to transmit forces. Consider a lifting tong carrying a 100 kg load. It comprises movable sections DAF and CBG linked together with member AB.
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A toggle clamp is a mechanical device commonly used for holding and clamping objects in various applications, such as woodworking, metalworking, and assembly operations. Consider a toggle clamp subjected to a force of 200 N at the handle. The vertical clamping force can be calculated, provided the dimensions of the toggle clamp are known.
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Context encoding enables machine learning-based quantitative photoacoustics.

Thomas Kirchner1,2, Janek Gröhl1,3, Lena Maier-Hein1,3

  • 1German Cancer Research Center (DKFZ), Division of Computer Assisted Medical Interventions (CAMI), He, Germany.

Journal of Biomedical Optics
|May 20, 2018
PubMed
Summary
This summary is machine-generated.

This study introduces a novel machine learning approach for quantitative photoacoustic imaging (qPAI). The method accurately quantifies optical absorption in tissues by learning local fluence, advancing diagnostic capabilities.

Failed At:

2026-06-19T13:47:14.723130+00:00

Keywords:
machine learningmultispectral imagingphotoacousticsquantification

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