Abstract: The present disclosure relates to a method for evaluating quality of a medical image dataset and a system thereof capable of confirming whether medical image data is suitable to be used for machine learning. Evaluation items may include data normality which means a ratio of normal frames in all frames; learning fitness which means a ratio of labeled or labelable frames in the received data; and anatomical completeness which means a ratio of anatomical elements included in the received data against anatomical elements based on medical standards.

Abstract: The present disclosure relates to a method for filtering selectively obstacle to be an obstacle to machine learning according to a learning purpose and a system thereof. A system for filtering obstacle data in machine learning of medical images may include an obstacle data definition unit configured to receive definitions of obstacle data according to a machine learning purpose; a filter generation unit configured to generate a filter for filtering the obstacle data; and a filtering unit configured to remove obstacle data in machine learning using the generated filter.

Abstract: According to an exemplary embodiment of the present disclosure, a capsule endoscopic image analyzing method includes: receiving signs from a user, by a capsule endoscopic image analyzing apparatus; determining a disease which shows the signs using disease information included in a knowledge model, by the capsule endoscopic image analyzing apparatus; determining findings which are found from a gastrointestinal tract due to the disease using findings included in the knowledge model, by the capsule endoscopic image analyzing apparatus; and separately providing only frames in which the findings appear in an image photographed by a capsule endoscope, by the capsule endoscopic image analyzing apparatus.

Abstract: Provided is a method for tracking a position of a capsule endoscope including: receiving, by an apparatus for tracking a position of a capsule endoscope, an image captured by the capsule endoscope; distinguishing, by the apparatus for tracking a position of a capsule endoscope, a gastrointestinal tract junction from the image using a machine-learned classification model based on the gastrointestinal tract junctions; and tracking, by the apparatus for tracking a position of a capsule endoscope, the position of the capsule endoscope based on the distinguished gastrointestinal tract junctions.

Abstract: The present invention relates to a polymer structure, comprising a base member, a polymer mediator formed by molecular layer deposition (MLD) on the base member, a linker formed on the mediator, and a transmitter bonded with the linker, wherein a bond between the linker and the transmitter is cleavable by an external stimulus.

Abstract: An Integrated circuit includes: a latch unit suitable for inverting a voltage level of a first node and driving a second node with the inverted voltage level of the first node, and inverting a voltage level of the second node and driving the first node with the inverted voltage level of the second node; and a sink unit coupled with one or more among the first and second nodes, and suitable for sinking a charge of the coupled node.

Abstract: An integrated circuit includes: a latch unit suitable for inverting a voltage level of a first node and driving a second node with the inverted voltage level of the first node, and inverting a voltage level of the second node and driving the first node with the inverted voltage level of the second node; and a sink unit coupled with one or more among the first and second nodes, and suitable for sinking a charge of the coupled node.

Abstract: A method of producing silica nanostructures, and more particularly, to a method of producing silica nanostructures is described to easily control shapes of the nanostructures produced with even using liquid phase deposition(LPD), so that the nanostructures can be applied to a circuit or a transistor using a dielectric material and can be applied to a large area, resulting in promising applicability to industries. The method includes method of producing silica nanostructures, the method comprising performing low-temperature liquid phase deposition (LPD) including adding silica to a liquid phase deposition (LPD) solution and impregnating silica beads in the silica-added LPD solution, wherein shapes of the silica nanostructures are controlled by adjusting the concentration of silica based on the following expression: 0<WF?WS??(1) where WF is the content of silica added, and WS is the content of silica required for the LPD solution to be saturated.

Abstract: A semiconductor device includes a memory block including memory cells for storing program data and one or more flag cells for storing erase state information, an operation circuit suitable for performing a program operation, an erase operation, and a read operation on the memory cells and the flag cell, and a data conversion circuit suitable for encoding read data read from the memory cells based on the erase state information.

Abstract: An integrated circuit includes: a latch unit suitable for inverting a voltage level of a first node and driving a second node with the inverted voltage level of the first node, and inverting a voltage level of the second node and driving the first node with the inverted voltage level of the second node; and a sink unit coupled with one or more among the first and second nodes, and suitable for sinking a charge of the coupled node.

Abstract: A semiconductor device includes a memory block including memory cells for storing program data and one or more flag cells for storing erase state information, an operation circuit suitable for performing a program operation, an erase operation, and a read operation on the memory cells and the flag cell, and a data conversion circuit suitable for encoding read data read from the memory cells based on the erase state information.

Abstract: A method for providing a user interface, the method includes displaying a foreground application window on a touch screen of a mobile communication device, detecting an input pattern for displaying a multi-tasking bar, displaying the multi-tasking bar on the touch screen in response to detecting the input pattern for displaying the multi-tasking bar, the multi-tasking bar configured to divide the touch screen into at least two areas, and resizing the foreground application window within a first area of the at least two areas.

Abstract: A semiconductor integrated circuit includes a driving unit, a first current path and a second current path. The driving unit applies a power supply voltage to a drive node in response to a control signal. The first current path couples the drive node and an output node. The second current path couples the drive node and the output node. The first current path and the second current path are coupled in parallel between the drive node and the output node.

Abstract: The present invention relates to a device for providing a result of urine and feces gas analysis result by analyzing the urine and/or feces gas flowing into a toilet so as to acquire status in formation, and displaying advertisements corresponding to the acquired information. According to the present invention, while a user is performing excretion, the user may obtain information associated with his or her health based upon an analysis of his or her urine and/or feces, and an advertiser may provide consumers with advertisements associated with the user's health.