Genomics and artificial intelligence - Aitechpark

The world is witnessing a genome revolution. Technology has forever changed how we see genes. But how is AI helping us make sense of something so grand?

AI algorithms are all about imitating human intelligence. But there’s more to AI when it comes to human genomics. The first human genome sequencing process (also known as the Human Genome Project) took 13 years (1990-20030. But thanks to AI, now you can have your genome sequenced in a week.

The HGP answered a plethora of questions for researchers, and many are still unanswered. For instance, only about 1 percent of genes are responsible for protein synthesis. We still don’t know the functions of most genes and their roles in the body, if any. And that most genes work cooperatively rather than independently. But comprehending the genome sequence is critical to spot genetic mutations or variations, ultimately diagnosing and treating illnesses.

Deep Learning, a subset of AI

With deep learning processing colossal volumes of data without any human error that was, in a way, impractical for humans to perform on their own, we are making strides in the prevention and treatment of diseases, including cancer and cardiovascular ailments that affect the majority of our population. Deep learning uses neural networks that mimic the human brain and is adept at processing and analyzing large volumes of data.

Researchers are now developing genomic technologies at scale and lower costs.

The Editor’s Note

The Genomic data is extremely raw and complex. Artificial Intelligence is helping medical professionals, scientists, and researchers with crucial predictions, sticking not just to a set of instructions but also learning from the genomic data in the process to enhance results. Clinical genomics professionals are now using AI to answer many questions related to genomics- such as the role of junk DNA (the non-coding parts of the genome), effects on gene mutations and variations on the human body, gene expression, and other areas of functional and clinical genomics.

The first human genome sequencing process (also known as the Human Genome Project) took 13 years (1990-20030. But thanks to AI, now you can have your genome sequenced in a week.

The HGP answered a plethora of questions for researchers, and many are still unanswered. For instance, only about 1 percent of genes are responsible for protein synthesis. We still don’t know the functions of most genes and their roles in the body, if any. And that most genes work cooperatively rather than independently. But comprehending the genome sequence is critical to spot genetic mutations or variations, ultimately diagnosing and treating illnesses.

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In the next few years, artificial intelligence (AI) is going to take over many aspects of marketing. From personalized ads and customer service to predictive analytics and content creation, AI will change the landscape of marketing as you know it.