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Advanced Microscopy and AI Technology are Blazing the Path to a Deeper Understanding of Genetics
Determining the DNA Sequence of Organisms Using Microscopy Applications and AI
Genomics is a field of biology that focuses on the function, structure, and evolution of genomes. This scientific pursuit seeks to understand and harness the DNA code of organisms to provide real-world solutions.
Some of the practical uses of genomics include understanding our genetic makeup to improve healthcare, studying the food we eat to design better agricultural systems, and analyzing genetics to improve our understanding of species conservation.
Technical Limitations of Human Genomic Research
Despite the advances in human genomic research, technical limitations curb our ability to learn everything we want to know about our genetic structure. Acquiring detailed, accurate imagery and analysis of DNA is a challenging task. Traditional microscopes are insufficient for human genomic research, given the quick speed and intricacy of cellular mechanisms.
Moreover, past microscopy work in genomic research has only been able to develop fixed, static images of gene samples. These fixed images built the foundation of genomics, leading to field-changing discoveries and the guidelines for further research. However, to better understand our human genome and to fully investigate the dynamics of cellular systems, advanced life vision solutions like microscopy applications and AI are required.
The Future in Genomics
Advanced microscopy applications and AI can help researchers determine the DNA sequence of organisms and the dynamics of cellular systems. These technological innovations provide the ability for researchers to observe cellular processes at the genome level. By studying those processes, we can better understand ourselves.
Automated microscopy hardware enables high-throughput live imaging that captures intricate images in high volumes. The hardware requires minimal user interference, meaning that researchers can actively pursue other tasks as the equipment captures high-resolution images.
Advanced data analysis can also help researchers better understand the automated images that the microscopy hardware produces. Together with the ultra-high sensitivity sensors standard in modern microscopy applications, microscopy applications and AI can observe dynamic processes at the cellular level.
Microscopy applications and AI produce high-throughput live-cell imaging that paves the way for new hypotheses, conclusions, and steps forward for genomics. With technical and technological advances, human genomics is set for a new period of discovery and research, which should lead to a better understanding of ourselves.
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This content is part of the life sciences section of Vision Online. To learn more about Life Sciences, click here.