Skip to main content

AI and Machine Learning Techniques Boost Genetic Sequence Analysis


An established Mexican entrepreneur, Luis Miguel Chong Chong guides Disruptiva Works, S.A. de C.V., and has extensive experience in the food production sphere. Reflecting a background in healthcare and pharmaceutical industries, Luis Miguel Chong Chong maintains a strong interest in human life sciences services, including genomics.

The human genome was first sequenced 15 years ago, and high-throughput sequencing has provided vital tools for accessing genetic data. Unfortunately, it has traditionally been difficult for researchers to differentiate random errors related to the sequencing process from small mutations that may be linked to cancer and other diseases.

A recent MIT Technology Review article drew attention to improvements in AI techniques and machine learning that are enabling more efficient ways of analyzing the vast quantities of data contained within the genetic sequence. Google’s DeepVariant automatically transforms readouts from high-throughput sequencing into a comprehensive picture of the entire genome. In particular, tiny single-base-pair mutations and deletion and insertion mutations within the sequence can be efficiently identified and examined in depth.

Comments

Popular posts from this blog

Enrichment Programs at the Tenacre Country Day School

A Princeton University graduate, Matthew Hamory draws upon experience with firms such as Oliver Wyman and KPMG in his leadership role with AlixPartners in Boston. Outside of his professional life, Matthew Hamory gives back to the community through his involvement with nonprofit groups such as the Veterans of Foreign Wars and local educational institutions such as Tenacre Country Day School . For more than 100 years, Tenace Country Day School has provided a challenging, nurturing educational environment to pre-kindergarten through sixth grade students in Wellesley, Massachusetts. In addition to a carefully designed mathematics and literacy curriculum, Tenacre offers foreign language instruction, intramural and interscholastic athletics, and a suite of enrichment programs. Students at Tenacre participate in the Gwyn Loud Science and Enrichment program each spring. This program offers science-related projects tailored to each grade level. In previous years, students explored topics su...

Cradles to Crayons’ Champion Corps Offers Volunteer Opportunities

Matthew Hamory serves as a managing director of the Boston-based global consulting firm AlixPartners, where he is responsible for expanding its range of capabilities in promotions and retail pricing. Outside of the company’s operations, Matthew Hamory supports community service groups such as Cradles to Crayons. Cradles to Crayons provides children in need with the necessary resources to succeed at school and at home. This goal is achieved through the dedication and generosity of donors and volunteers, who come from a wide range of backgrounds and age groups. Individuals interested in volunteering with Cradles to Crayons can become involved with Champion Corps, which consists of a group of adult volunteers who oversee stations at community events, and The Giving Factory, a warehouse used for the preparation and distribution of care packages. Warehouse leaders supervise various processing areas and play a critical role in serving children throughout the Boston metropolitan area. C...

Walmart Undertakes Largest International E-Commerce Deal in History

As a managing director of AlixPartners, Matthew Hamory draws on more than two decades of experience in retail operations and strategy. In September 2018, Matthew Hamory shared his views on Walmart’s recent endeavors toward international expansion. “Even in the struggles [it has] had, [Walmart’s] still doing better than any U.S. retailer has done in the modern era,” he said. Walmart International President and CEO Judith McKenna led the mega-retailer’s latest expansion effort, which involved acquiring a 77 percent stake in India’s largest online retailer, Flipkart , in August. The $16 billion investment marks the biggest purchase in not only Walmart’s history, but also the entire e-commerce sector. Furthermore, it represents a significant shift in the company’s traditional approach of focusing on a global footprint and opening physical storefronts. Even before this investment, Walmart topped the charts in international revenue at $118 billion. Yet, its exponential growth in the globa...