Hybrid Systems

Hybrid systems are models or engineered systems that combine continuous processes with discrete events, enabling complex behavior to be represented across different modes. In clinical research, they can integrate continuously changing variables such as physiological signals with discrete states such as symptom categories, treatment decisions, or disease transitions; rules or thresholds determine when the system switches modes. This framework supports patient monitoring, diagnosis, treatment planning, and adaptive medical devices by linking real-time measurements to actionable decisions. Hybrid systems also help researchers simulate disease progression and evaluate interventions when clinical outcomes depend on both gradual biological change and sudden events.

Hybrid Systems - Related Videos

Education

JoVE Core - Chemistry

Hybridization of Atomic Orbitals I

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2020

The mathematical expression known as the wave function, ψ, contains information about each orbital and the wavelike properties of electrons in an isolated atom. When atoms are bound together in a molecule, the wave functions combine to produce new mathematical descriptions that have different shapes. This process of combining the wave functions for atomic orbitals is called hybridization and is mathematically accomplished by the linear combination of atomic orbitals. The new orbitals that...

Hybridization of Atomic Orbitals II

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2020

sp3d and sp3d 2 Hybridization To describe the five bonding orbitals in a trigonal bipyramidal arrangement, we must use five of the valence shell atomic orbitals (the s orbital, the three p orbitals, and one of the d orbitals), which gives five sp3d hybrid orbitals. With an octahedral arrangement of six hybrid orbitals, we must use six valence shell atomic orbitals (the s orbital, the three p orbitals, and two of the d orbitals in its valence shell), which gives six sp3d 2 hybrid orbitals.

Whole-Mount In Situ Hybridization

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2023

Whole-mount in situ hybridization (WMISH) is a common technique used for visualizing the location of expressed RNAs in embryos. In this process, synthetically produced RNA probes are first complementarily bound, or "hybridized," to the transcripts of target genes. Immunohistochemistry or fluorescence is then used to detect these RNA hybrids, revealing spatial and temporal patterns of gene expression. Unlike traditional in situ hybridization techniques, which require thin tissue sections whose...

Research

JoVE Journal - Biology

The Use of Chemostats in Microbial Systems Biology

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Cited by 67 •

2013

Cell growth rate is a regulated process and a primary determinant of cell physiology. Continuous culturing using chemostats enables extrinsic control of cell growth rate by nutrient limitation facilitating the study of molecular networks that control cell growth and how those networks evolve to optimize cell growth.

Construction Methods for Hybrid Polycarbonate-Silicon Microfluidic Devices

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2026

This protocol describes three straightforward sealing methods for fabricating a hybrid microfluidic device that integrates polycarbonate and silicon components. By implementing solvent bonding, thermal compression, and mechanical compression strategies, we enable reliable, low-temperature sealing techniques that avoid specialized equipment for hybrid microfluidic devices.

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