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.

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3D Technology Changes Shopping Experience for Consumers

Boston-based global management executive Matthew Hamory has over 19 years of consulting experience in retail and market strategies. Matthew Hamory serves as a Managing Director of AlixPartners , a consulting firm that specializes in navigating disruptive technologies in the retail sector. Retailers are gradually embracing the innovative shopping experiences that 3D technologies can provide to their customers. The three most commonly applied 3D technologies include 3D scanning, 3D printing, and augmented reality applications. 3D scanning: This is the process of scanning and uploading an object into a virtual 3D environment. Some online retailers are using this technology to allow their customers to interact with their products virtually. A few e-commerce outlets are experimenting with using 3D body scans to estimate customer measurements to match clothing sizes more accurately. 3D printing: Though the technology is not yet capable of producing items on a large scale, some shops ...

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