Abstract: Disclosed is an apparatus for assisting the reading of a medical image based on a medical artificial neural network, the apparatus including a computing system. An apparatus according to an embodiment of the present invention includes a computing system, and the computing system includes at least one processor. The at least one processor acquires or receives a first analysis result obtained through the inference of a first artificial neural network for a first medical image, generates a first visualization format, which is a representative visualization format of the first medical image, based on the first analysis result, and visualizes the first medical image and the first analysis result based on the first visualization format.

Abstract: A textile fabric includes a textile fabric layer, a transparent film layer provided on the textile fabric layer, and a surface layer disposed on the transparent film layer. The transparent film layer has a two-layer structure including a first film layer having a first polyetherester-based copolymer and a second film layer having a second polyetherester-based copolymer disposed on the first film layer. The second film layer is provided on the textile fabric layer. A method of manufacturing the fabric includes preparing the textile fabric layer, forming the transparent film layer on the fabric layer, and laminating the textile fabric and transparent film layers through heat treatment.

Abstract: Disclosed are an electrolyte membrane of a membrane-electrode assembly including an electronic insulation layer, which greatly improves the durability of the electrolyte membrane, and a method of preparing the same. The electrolyte membrane includes an ion exchange layer and an electronic insulation layer provided on the ion exchange layer, and the electronic insulation layer includes one or more catalyst complexes, and a second ionomer Particularly, each of the one or more catalyst complex includes a catalyst particle and a first ionomer coated on the entirety or a portion of the surface of the catalyst particle, and the one or more catalyst complexes are dispersed the second ionomer.

Abstract: A roof side bar is configured for prevention of noise for an automobile. The roof side bar includes a cross bar mounting hole to which a cross bar may be mounted, and/or an interior space having a specific volume located behind the cross bar mounting hole, wherein a partitioning wall may be provided to divide the interior space into a plurality of subspaces so as to vary a resonant frequency in the interior space.

Abstract: A roof side bar is configured for prevention of noise for an automobile. The roof side bar includes a cross bar mounting hole to which a cross bar may be mounted, and/or an interior space having a specific volume located behind the cross bar mounting hole, wherein a partitioning wall may be provided to divide the interior space into a plurality of subspaces so as to vary a resonant frequency in the interior space.

Abstract: A watermarking method is provided. The method includes: the steps of creating an entire watermark for an image frame by using a secret key; dividing an image frame of the digital image file into divided frames by at least one row and at least one column; applying a predetermined watermark creating algorithm to pixel data of each divided frame to generate a unit watermark; and applying the unit watermarks with the digital image file. The step of creating the unit watermark uses a public key or applies a keyless algorithm. Another watermarking method includes the steps of dividing the image frame into a plurality of divided frames, each divided frame partially overlapping neighboring divided frames; applying a predetermined watermark creating algorithm to pixel data of each divided frame to generate a unit watermark; and applying the unit watermarks with the digital image file.