Kyushu University

Nec Corporation

Atsushi Shimada

Takashi Shibata

Hiroyoshi Miyano

Masato Toda

Eiji Kaneko

Tsubasa Minematsu

Rin-Ichiro Taniguchi

A learning apparatus () according to the present invention includes a detection unit () that detects, as a candidate region of a learning target, a region detected by one of first detection processing of detecting an object region from a predetermined image and second detection processing of detecting a change region from background image information and the image, and not detected by the other, an output unit () that outputs at least a part of the candidate region as a labeling target, and a learning unit () that learns a model for performing the first detection processing or a model for performing the second detection processing by using the labeled candidate region as learning data.

Learning apparatus, learning method, and non-transitory computer-readable medium in which learning program has been stored

A membrane protein analysis substrate including an electron microscope grid having a plurality of through-holes; a lipid bilayer membrane that is provided to cover at least one of the plurality of through-holes; and membrane proteins that are retained in a part planarly overlapping the through-holes of the lipid bilayer membrane, wherein the lipid bilayer membrane has a lipid monolayer, and wherein the lipid monolayer is larger than the through hole in a plan view, adheres to the grid, and constitutes a part of the lipid bilayer membrane.

Membrane protein analysis substrate, method of producing membrane protein analysis substrate, method of analyzing membrane protein and membrane protein analysis grid

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Fukuoka, Japan

Atsushi Shimada