Lunit Inc.

Lg Innotek Co., Ltd.

Lg Electronics Inc.

Jongchan Park

Minchul Kim

Young Jin Kim

Young Joo Ahn

AnNa Han

Sunghyun Ki

Donggeun Yoo

Jungsik Park

Sungman Cho

Seungwook Paek

A method of reading a medical image by a computing device operated by at least one processor is provided. The method includes obtaining an abnormality score of the input image using an abnormality prediction model, filtering the input image so as not to be subsequently analyzed when the abnormality score is less than or equal to a cut-off score based on the cut-off score which makes a specific reading sensitivity; and obtaining an analysis result of the input image using a classification model that distinguishes the input image into classification classes when the abnormality score is greater than the cut-off score.

Method for filtering normal medical image, method for interpreting medical image, and computing device implementing the methods

This disclosure relates to a computerized method to perform a machine learning on a relationship between medical images and metadata using a neural network and acquiring metadata by applying a machine learning model to medical images, and a method thereof. The apparatus and method may include training a prediction model for predicting metadata of medical images based on multiple medical images for learning and metadata matched with each of multiple medical images and predicting metadata of input medical image.

Apparatus for predicting metadata of medical image and method thereof

Disclosed is a reciprocating compressor. A cylinder in which a piston makes a reciprocal movement is insertedly coupled to a cylinder part of a frame which fixes a stator of a reciprocating motor, and a collision preventing portion is formed in the cylinder to allow a piston connection portion to collide therewith. Thus, although the piston connection portion overstrokes, the piston connection portion prevent collision force from being transferred to the frame having the cylinder part, whereby a laminated state of the stator can be prevented from being distorted to prevent a degradation of efficiency of the motor, and thus, reliability and performance of the compressor can be enhanced.

Reciprocating compressor

An optical film is provided herein which may include a base film including a material having optical transmittance and a thermal resistance, a matrix layer disposed on the base film and including a fluorescent material, and a viscous layer disposed on the matrix layer including a material having adhesive property, wherein the viscous layer may have a prescribed thickness.

Optical film and lighting device

The optical film may include a base film including a material having optical transmittance and a thermal resistance, a matrix layer disposed on the base film which may include a fluorescent material, and a protective layer disposed on the matrix layer and which may include a material having adhesive property.

Growing community of inventors

Seoul, South Korea

Jongchan Park