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1.发明申请公开(公告)号：US20200184284A1
公开(公告)日：2020-06-11
申请号：US16699060
申请日：2019-11-28
Inventor： Myung-Eun LIM , Jae Hun CHOI , Youngwoong HAN
Abstract: Provided is a device for ensembling data received from prediction devices and a method of operating the same. The device includes a data manager, a learner, and a predictor. The data manager receives first and second device prediction results from first and second prediction devices, respectively. The learner may adjust a weight group of a prediction model for generating first and second item weights, first and second device weights, based on the first and second device prediction results. The first and second item weights depend on first and second item values, respectively, of the first and second device prediction results. The first device weight corresponds to the first prediction device, and the second device weight corresponds to the second prediction device. The predictor generates an ensemble result of the first and second device prediction results, based on the first and second item weights and the first and second device weights.
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公开(公告)号：US20160147975A1
公开(公告)日：2016-05-26
申请号：US14949656
申请日：2015-11-23
Inventor： Young-Woong HAN , Young-Won KIM , Myung-Eun LIM , Ho-Youl JUNG , Jae-Hun CHOI , Dae-Hee KIM , Min-Ho KIM , Seung-Hwan KIM
IPC: G06F19/00
CPC classification number: G16H50/70
Abstract: Disclosed herein is an open healthcare apparatus and method in which a user personally performs integrated management of health records including data concerning western medicine, oriental medicine, life logs, etc. health-related big data is built by receiving health information, from which personal information is deleted, under the agreement of the user, and customized health service is provided by various service providers based on the health-related big data. The disclosed apparatus includes a personal cloud repository for storing personal health data, a health-related big data repository for storing public and personal health data on a health case basis, a healthcare platform for storing and analyzing personal health data and for relaying and managing a customized service, and an analysis platform for analyzing user's health based on the information of the health-related big data repository and for providing customized service depending on the analysis result.
Abstract translation: 本文公开了一种开放式医疗保健装置和方法，其中用户亲自执行健康记录的综合管理，包括关于西医，东方医学，生命日志等的数据。健康相关的大数据是通过接收健康信息构建的，个人信息 被删除，在用户的协议下，根据健康相关的大数据，各种服务提供商提供定制的健康服务。 所公开的装置包括用于存储个人健康数据的个人云存储库，用于在健康案例基础上存储公共和个人健康数据的健康相关大数据存储库，用于存储和分析个人健康数据并用于中继和管理 定制服务，以及基于健康相关大数据存储库信息分析用户健康的分析平台，并根据分析结果提供定制服务。
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公开(公告)号：US20190221294A1
公开(公告)日：2019-07-18
申请号：US16213740
申请日：2018-12-07
Inventor： Ho-Youl JUNG , Hwin Dol PARK , Myung-Eun LIM , Jae Hun CHOI , Youngwoong HAN
Abstract: The inventive concept relates to a multi-dimensional time series data processing device, a health prediction system including the same, and a method of operating the time series data processing device. A time series data processing device according to an embodiment of the inventive concept includes a network interface, a data generator, a predictor, and a processor. The network interface receives the first time series data having the first type. The data generator generates second time series data having a second type based on the first time series data. The predictor generates prediction data based on the first time series data and the second time series data.
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公开(公告)号：US20140358040A1
公开(公告)日：2014-12-04
申请号：US14269029
申请日：2014-05-02
Inventor： Min-Ho KIM , Ho-Youl JUNG , Myung-Eun LIM , Jae-Hun CHOI
CPC classification number: A61B5/112 , A61B5/6807 , A61B5/7282
Abstract: Disclosed herein is a gait monitoring apparatus and method. The gate monitoring apparatus includes a preprocessing unit for receiving data from a gait detection sensor and preprocessing the data. A swing detection unit detects, based on the data output from the preprocessing unit, whether a current gait phase is a swing phase in which a foot of a pedestrian is lifted from ground and swings in air when the foot moves forwards. A stance detection unit detects, based on the output data, whether a current gait phase is a stance phase in which the foot is in contact with the ground. A heel-strike detection unit detects, based on the output data, whether a current gait phase is a heel-strike phase in which the heel of the pedestrian strikes ground. A control unit determines the current gait phase, analyzes the gait of the pedestrian, and outputs gait analysis information.
Abstract translation: 这里公开了一种步态监视装置和方法。 门监视装置包括用于从步态检测传感器接收数据并预处理数据的预处理单元。 摆动检测单元基于从预处理单元输出的数据，检测当前步态是否是摆动阶段，其中，当脚向前移动时，行人的脚从地面上升起并在空中摆动。 姿态检测单元基于输出数据来检测当前步态是否是脚与地面接触的姿态阶段。 跟踪检测单元基于输出数据检测当前步态是否是步行者的脚跟撞击地面的跟随阶段。 控制单元确定当前步态，分析步行步态，并输出步态分析信息。
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Patent Agency Ranking
公开(公告)号：US20180151254A1
公开(公告)日：2018-05-31
申请号：US15828180
申请日：2017-11-30
Inventor： Youngwoong HAN , Ho-Youl JUNG , Jae Hun CHOI , Dae Hee KIM , Minho KIM , Seunghwan KIM , YoungWon KIM , Donghun LEE , Myung-Eun LIM
CPC classification number: G16H10/60 , G06F16/2465 , G06F16/283 , G06F2216/03 , G06K9/6218 , G06K9/6232 , G06K9/6247 , G06K9/6271 , G06N3/08 , G06N20/00 , G16H50/20 , G16H50/70
Abstract: Provided are a search method and device for searching for a case similar to user's health data at high-speed from large scale multi-dimensional time series health data. The method includes preprocessing health data inputted through an interface circuit, performing a multi-dimensional feature extraction learning based on machine learning on the preprocessed health data, and generating one or more feature extraction models for dimension reduction based on the multi-dimensional feature extraction learning.
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6.发明申请公开(公告)号：US20160147960A1
公开(公告)日：2016-05-26
申请号：US14949727
申请日：2015-11-23
Inventor： Young-Won KIM , Myung-Eun LIM , Ho-Youl JUNG , Jae-Hun CHOI , Young-Woong HAN , Dae-Hee KIM , Min-Ho KIM , Seung-Hwan KIM
IPC: G06F19/00
Abstract: Disclosed herein are an apparatus and method for providing a customized personal health service based on personal health information. The apparatus includes a health information input unit for receiving individual health information, a similar case search unit for calculating weights of the health information for respective features and calculating similarities based on the weights, thus searching for similar cases, a health pattern analysis and future health prediction unit for analyzing patterns of found similar cases and predicting a health pattern of the corresponding individual, a healthcare planning unit for designing individual customized healthcare plans based on the predicted health pattern for the corresponding individual, and a healthcare knowledge base including a knowledge map required for calculation of the weights of the health information for respective features and a knowledge map required for the analysis and prediction of patterns.
Abstract translation: 本文公开了一种用于基于个人健康信息提供定制的个人健康服务的装置和方法。 该装置包括用于接收个人健康信息的健康信息输入单元，用于计算各特征的健康信息的权重并基于权重计算相似度的类似病例搜索单元，从而搜索类似情况，健康模式分析和未来健康 用于分析发现的类似病例的模式和预测相应个体的健康模式的预测单元，用于基于相应个体的预测健康模式设计个体定制医疗保健计划的医疗保健计划单元以及包括所需知识图的保健知识库 用于计算各个特征的健康信息的权重以及分析和预测模式所需的知识图。
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公开(公告)号：US20160147937A1
公开(公告)日：2016-05-26
申请号：US14937342
申请日：2015-11-10
Inventor： Dae-Hee KIM , Min-Ho KIM , Ho-Youl JUNG , Young-Won KIM , Myung-Eun LIM , Jae-Hun CHOI , Young-Woong HAN
IPC: G06F19/22
CPC classification number: G16B30/00
Abstract: An apparatus and method for counting alleles are disclosed herein. The apparatus for counting alleles includes a file input unit and a counting unit. The file input unit receives one or more files including human genome data. The counting unit reads the files on a predetermined window size basis by means of parallel reading using multi-threading based on the position information of the files, performs allele counting, and merges the results of the counting.
Abstract translation: 本文公开了一种计数等位基因的装置和方法。 用于计数等位基因的装置包括文件输入单元和计数单元。 文件输入单元接收包括人类基因组数据的一个或多个文件。 计数单元借助于基于文件的位置信息的多线程的并行读取以预定的窗口尺寸读取文件，执行等位基因计数，并且合并计数结果。
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公开(公告)号：US20160145680A1
公开(公告)日：2016-05-26
申请号：US14949813
申请日：2015-11-23
Inventor： Min-Ho KIM , Dae-Hee KIM , Ho-Youl JUNG , Young-Won KIM , Myung-Eun LIM , Jae-Hun CHOI , Young-Woong HAN
IPC: C12Q1/68
CPC classification number: C12Q1/6827 , C12Q1/6816 , G16B20/00 , G16B30/00
Abstract: Disclosed are a method and an apparatus for detecting a translocation. The apparatus acquires BAM for a first pair of chromosomes and a second pair of chromosomes. Also, the apparatus detects a translocation generated in at least one chromosome by selecting at least one translocation case corresponding to the translocation information produced on the basis of BAM from among multiple translocation cases in which a translocation may be generated in at least one of the first and the second chromosomes.
Abstract translation: 公开了用于检测易位的方法和装置。 该装置获取第一对染色体和第二对染色体的BAM。 此外，该装置通过从多个易位位置案例中选择至少一个与基于BAM产生的易位信息相对应的易位信息来检测在至少一个染色体中产生的易位，其中可能在第一个 和第二条染色体。
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公开(公告)号：US20150142328A1
公开(公告)日：2015-05-21
申请号：US14542474
申请日：2014-11-14
Inventor： Ho-Youl JUNG , Min-Ho KIM , Myung-Eun LIM , Dae-Hee KIM , Jae-Hun CHOI
CPC classification number: G16B30/00
Abstract: The present invention relates to a method for calculating inter-chromosomal translocation position by using sequence read data generated through a next generation sequencing (NGS) apparatus. According to the present invention, the inter-chromosomal translocation position is determined more precisely and efficiently in base units.
Abstract translation: 本发明涉及通过使用通过下一代测序（NGS）装置产生的序列读取数据来计算染色体间位移位置的方法。 根据本发明，以基本单位更准确且有效地确定染色体间易位位置。
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