US 12,462,378 B2
Information processing device, screening device, information processing method, screening method, and program
Haruhisa Inoue, Kyoto (JP); Takayuki Kondo, Kyoto (JP); and Yuichiro Yada, Kyoto (JP)
Assigned to Kyoto University, Kyoto (JP)
Appl. No. 17/614,218
Filed by Kyoto University, Kyoto (JP)
PCT Filed May 28, 2020, PCT No. PCT/JP2020/021177
§ 371(c)(1), (2) Date Nov. 24, 2021,
PCT Pub. No. WO2020/241772, PCT Pub. Date Dec. 3, 2020.
Claims priority of application No. 2019-103293 (JP), filed on May 31, 2019.
Prior Publication US 2022/0215543 A1, Jul. 7, 2022
Int. Cl. G06T 7/00 (2017.01); A61B 5/00 (2006.01); G06N 20/20 (2019.01); G16H 30/20 (2018.01); G16H 50/20 (2018.01); G16H 50/30 (2018.01); G16H 50/70 (2018.01)
CPC G06T 7/0012 (2013.01) [A61B 5/4076 (2013.01); A61B 5/4082 (2013.01); A61B 5/4088 (2013.01); G06N 20/20 (2019.01); G16H 30/20 (2018.01); G16H 50/20 (2018.01); G16H 50/30 (2018.01); G16H 50/70 (2018.01); G06T 2207/30016 (2013.01)] 14 Claims
OG exemplary drawing
 
1. An information processing device comprising:
an acquirer configured to acquire images obtained by imaging cells differentiated from pluripotent stem cells derived from a subject; and
a predictor configured to:
input the images acquired by the acquirer to a neural network trained on training data in which information indicating at least a phenotype of neurodegenerative disease is associated with an image obtained by imaging cells of the neurodegenerative disease differentiated from the pluripotent stem cells, the training data used for training the neural network includes data in which at least information showing the phenotype of the neurodegenerative disease that is more prominent at a second time after a first time when the cells of the neurodegenerative disease were captured than that at the first time, is associated with the image obtained by imaging the cells of the neurodegenerative disease, and
predict an onset of the neurodegenerative disease of the subject or effects of drugs on the neurodegenerative disease based on the information indicating the phenotype output by the neural network in response to the images input.