System and method for predicting trait information of individuals
OwnerMasamitsu KONNO, Hideshi ISHII +3inventors
InventorsMasamitsu KONNO, Hideshi ISHII, Masaki MORI, Ayumu ASAI, Jun KOSEKI
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OwnerMasamitsu KONNO, Hideshi ISHII +3inventors
InventorsMasamitsu KONNO, Hideshi ISHII, Masaki MORI, Ayumu ASAI, Jun KOSEKI
Estimating the term…
The present disclosure relates to predicting trait information from the genetic information of individuals, and generating a model therefor. Learning is performed using a plurality of types of genetic information from a plurality of individuals, and a model for predicting trait information is generated. For said learning, it is possible to create images of the genetic information, and provide the same to said learning. The images in the present disclosure can store both sequence information and expression information. Moreover, the layout of genetic factors in the images can be optimized. Said learning can be performed as split learning, and the data after said split learning can be consolidated.
A system for predicting trait information on an individual, comprising:
A method of forming an image of sequence data for a genetic factor population comprising a plurality of genetic factors and expression data for a genetic factor population comprising a plurality of genetic factors, comprising the step of:
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A non-transitory computer-readable storage medium having computer-executable instructions stored thereon that, when executed by at least one computer processor, cause a method for predicting trait information on an individual to be executed, the method comprising:
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