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Inductance is the property of a device that tells us how effectively it induces an emf in another device. In other words, it is a physical quantity that expresses the effectiveness of a given device.
When two circuits carrying time-varying currents are close to one another, the magnetic flux through each circuit varies because of the changing current in the other circuit. Consequently, an emf is induced in each circuit by the changing current in the other. Therefore, this type of emf is called...
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The generalized Hooke's Law is a broadened version of Hooke's Law, which extends to all types of stress and in every direction. Consider an isotropic material shaped into a cube subjected to multiaxial loading. In this scenario, normal stresses are exerted along the three coordinate axes. As a result of these stresses, the cubic shape deforms into a rectangular parallelepiped. Despite this deformation, the new shape maintains equal sides, and there is a normal strain in the direction of the...
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Generalized Anxiety Disorder01:30

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Generalized Anxiety Disorder (GAD) is a chronic condition characterized by excessive and uncontrollable worry that persists for at least six months, significantly interfering with daily functioning. Unlike situational anxiety, which arises in response to specific stressors, GAD often occurs without a clear cause. Individuals may experience disproportionate worry about work, health, or relationships. For instance, a person might continuously fear poor health despite normal medical evaluations or...
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Social Foundations of Self II: The Generalized Other01:20

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According to George Herbert Mead, as children progress beyond the game stage, they develop a more comprehensive understanding of societal rules and norms. This cognitive and social development enables them to internalize the expectations of the broader community, refining their ability to regulate behavior.Consistent participation in organized activities is crucial in helping children recognize that their actions are not isolated but contribute to a more significant, interconnected group...
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Generalization, discrimination, and extinction are key concepts in operant conditioning that influence how behaviors are learned and maintained.
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Higher Mental Functions of Brain: Learning and Memory01:26

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Memory is one of the most vital higher mental functions of the brain. Memory is closely related to learning because it enables us to retain information and experiences from our past to use them in our present life. It also helps us to remember facts, events, and skills, such as riding a bike or swimming. There are two types of memory — declarative memory, which involves memorizing facts or events, and procedural memory, which enables us to remember how to do something like writing or...
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Mejora de la Clasificación y Generalización de Tumores Cerebrales Mediante Imágenes de RM Generadas por DDPM,

Yael H Moshe1,2, Mina Teicher2,3, Moran Artzi1,4,5

  • 1Sagol Brain Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.

Technology in cancer research & treatment
|January 30, 2026
PubMed
Resumen

Los modelos generativos profundos que utilizan Modelos Probabilísticos de Difusión de Eliminación de Ruido con información mutua (MI) mejoran significativamente la precisión de la clasificación de tumores cerebrales entre diferentes conjuntos de datos. Este enfoque mejora la generalización, ofreciendo una solución robusta para aplicaciones clínicas interinstitucionales.

Palabras clave:
DDPMclasificación de tumores cerebralesgeneralización de modelosinformación mutua

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