Lg Electronics Inc.

Xaimed Co., Ltd.

Samsung Electronics Co., Ltd.

University-Industry Cooperation Group of Kyung Hee University

Naver Corporation

Choong Hee Lee

Dong Jin Kim

Sang Min Park

Il Hyung Shin

Joo Young Chang

Kyung Hoon Kim

Byung Hoon Ko

Sang Kon Bae

Kam Gyu Lee

Ju Youn Lee

Ho Jung Kim

Jeong Hwa Yang

Ju Ho Ock

Jae Dong Jang

Chang Woong An

Mi Jin Jung

Yung Seong Lee

Hye Jin Kang

Sub Sunoo

Su Chang Woo

Il Gu Lee

Keon Su Lee

Sang-Seok Nam

Hun-Young Park

Chan Gyu Lim

Sang Bae Park

Ju Young Cha

Jung Min Jo

Provided are apparatuses, a non-transitory computer-readable medium or media, and methods for supporting predicting of vascular disease using a fundus image of a subject. In certain aspects, disclosed a method including the steps of: extracting a feature information from a first fundus image of the subject based on a machine learning model; generating a second fundus image having a feature which is corresponding to the feature information by mapping a saliency factor to the first fundus image; and displaying the first fundus image and the second fundus image on a display device.

Method for supporting prediction of vascular disease using fundus image, apparatus therefor and system including the same

Provided are apparatuses, a non-transitory computer-readable medium or media, and methods for supporting reading of a fundus image of a subject. In certain aspects, disclosed a method including the steps of: extracting a first feature information from a first fundus image of the subject based on a machine learning model; generating a second fundus image having a second feature information by mapping an adversarial factor to the first fundus image so that the first feature information is changed; and displaying the first fundus image having the first feature information and the second fundus image having the second feature information on a display device.

Apparatus and methods for supporting reading of fundus image

An apparatus determining an exercise capability of an individual by obtaining heart rate information of the individual, detecting a characteristic point from the heart rate information, and obtaining information to be used to determine the exercise capability of the individual based on the characteristic point.

Apparatus for determining exercise capability of user and operating method thereof

Provided are a system and method for providing a wireless network service to a user terminal free of charge, by providing a doorway page for exposing an advertisement on the user terminal provided with the wireless network service through an access point. Accordingly, the user terminal may be provided with the wireless network service free of charge, other than the cost of viewing the advertisement exposed on the doorway page. An advertiser and a proprietor may expose the advertisement at the cost of providing the free wireless network service.

System and method for providing advertisement to wireless network service user

An air conditioner and a controlling method thereof are provided. The controlling method may include determining an initial operation temperature based on a received external input or setting, cooling or heating a room at the determined initial operation temperature for a preset initial operation time period, and thereafter increasing or decreasing the room temperature at a preset time interval.

Air conditioner and controlling method thereof

An air conditioner having an enhanced user perception and a controlling method thereof are provided. A predetermined character and/or its applied character image are/is displayed on a display window of the air conditioner. The character and/or the character image are/is changed depending on the operational states of the air conditioner, so that the user perceives the operational state of the air conditioner more conveniently. The air conditioner has advantages in that the user can perceive the operational state of the air conditioner more conveniently, the user can be stimulated to purchase the product, and a use term of the air conditioner can be extended.

Air conditioner having an enhanced user perception

Growing community of inventors

Seoul, South Korea

Choong Hee Lee