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AI methods of analysing social networks find new cell types in tissue

AI methods of analysing social networks find new cell types in tissue
Credit: Uppsala University

In situ sequencing enables gene activity inside body tissues to be depicted in microscope images. To facilitate interpretation of the vast quantities of information generated, Uppsala University researchers have now developed an entirely new method of image analysis. Based on algorithms used in artificial intelligence, the method was originally devised to enhance understanding of social networks. The researchers’ study is published in The FEBS Journal.


The tissue composing our organs consists of trillions of cells with various functions. All the cells in an individual contain the same genes (DNA) in their nuclei. Gene expression occurs by means of “messenger RNA” (mRNA)—molecules that carry messages from the nucleus to the rest of the cell, to direct its activities. The mRNA combination thus defines the function and identity of every cell.

RNA transcripts are obtainable through in situ sequencing. The researchers behind the new study had previously been

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Types of Careers Listed by Industry, Job, and Salary

Are you checking out career options, looking for a new career, or thinking about changing jobs? The more you learn about possible options, the easier it will be to decide whether you’re interested in a particular job or industry. You might discover that you love a job, or you might find that it’s something you’d never want to do. It’s always a good idea to take time to explore career opportunities, regardless of whether you’re just starting out or at mid-career looking for something different the next time around.

Here’s some information on a variety of different careers, organized by industry. You can also check out lists of careers organized by other categories, such as type of position (seasonal, part-time, etc.), and explore jobs that pay particularly well.

You will learn the steps you need to take to enter a particular career field, what types of qualifications you will need

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Types of Education: Formal, Informal & Non-formal

Meaning & Types of Education:

Education is a gradual process which brings positive changes in human life and behavior.

We can also define education as “a process of acquiring knowledge through study or imparting the knowledge by way of instructions or some other practical procedure”.

What is education?

Education brings a natural and lasting change in an individual’s reasoning and ability to achieve the targeted goal.

It facilitates us to investigate our own considerations and thoughts and makes it ready to express it in various shapes.

Education is the main thing that encourages us to distinguish between right and wrong because in the absence of education, we can’t do what we need or we can’t achieve our goal. 

Straightforwardly, we can say, “education is the passage to progress”. It is additionally the way to our fate as achievements can only be accomplished when individuals have information, aptitudes, and frame of

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education | Definition, History, Types, & Facts

Education, discipline that is concerned with methods of teaching and learning in schools or school-like environments as opposed to various nonformal and informal means of socialization (e.g., rural development projects and education through parent-child relationships).

Education can be thought of as the transmission of the values and accumulated knowledge of a society. In this sense, it is equivalent to what social scientists term socialization or enculturation. Children—whether conceived among New Guinea tribespeople, the Renaissance Florentines, or the middle classes of Manhattan—are born without culture. Education is designed to guide them in learning a culture, molding their behaviour in the ways of adulthood, and directing them toward their eventual role in society. In the most primitive cultures, there is often little formal learning—little of what one would ordinarily call school or classes or teachers. Instead, the entire environment and all activities are frequently viewed as school and classes, and many

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