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1.发明授权Image reconstruction unit, X-ray imaging apparatus, and method of reconstructing image 有权图像重建单元，X射线成像装置和重建图像的方法公开(公告)号：US09538973B2
公开(公告)日：2017-01-10
申请号：US14550062
申请日：2014-11-21
Inventor： Kye Young Jeong , Jong Ha Lee , Young Hun Sung , Jong Chul Ye , Min Ji Lee
CPC classification number: A61B6/5217 , A61B6/032 , A61B6/037 , A61B6/5205 , G06T11/006 , G06T2211/421
Abstract: An imaging method includes calculating a derivative back projection (DBP) result value using a DBP method with respect to a projection image of a field of view (FOV) inside an object, and reconstructing an image of the FOV by applying a regulation function to the FOV while reconstructing the image of the FOV using the DBP result value.
Abstract translation: 一种成像方法包括使用关于物体内部的视野（FOV）的投影图像的DBP方法来计算导数反投影（DBP）结果值，并且通过对所述视差重新构造所述FOV的图像， FOV，同时使用DBP结果值重建FOV的图像。
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2.发明授权公开(公告)号：US11250600B2
公开(公告)日：2022-02-15
申请号：US16245180
申请日：2019-01-10
Inventor： Jong Chul Ye , Eun Hee Kang
Abstract: A method for processing an X-ray computed tomography (CT) image using a neural network and an apparatus therefor are provided. An image reconstruction method includes receiving low-dose X-ray CT data, obtaining an initial reconstruction image for the received low-dose X-ray CT data using a predetermined analytic algorithm, and reconstructing a denoised final image using the obtained initial reconstruction image and a previously trained neural network.
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3.发明授权公开(公告)号：US09892527B2
公开(公告)日：2018-02-13
申请号：US14886745
申请日：2015-10-19
Inventor： Jong Chul Ye , Eun Hee Kang
CPC classification number: G06T11/005 , A61B6/032 , A61B6/5205 , A61B6/542 , G06T11/006 , G06T2211/424
Abstract: Disclosed is a method of reconstructing an image. The method of reconstructing an image includes receiving low dose X-ray computed tomography (CT) data, applying an analytic principle to an optimization approach for low dose imaging to transform the low dose X-ray CT data, and removing a noise included in the low dose X-ray CT data to reconstruct a high-quality image.
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4.发明公开公开(公告)号：US20230255581A1
公开(公告)日：2023-08-17
申请号：US18043853
申请日：2021-08-30
Inventor： Ik-Kyung Jang , Jong Chul Ye , Sangjoon Park
CPC classification number: A61B6/504 , A61B6/032 , G06N3/084 , G06T7/0012 , G06N3/0499 , G16H20/10 , G06T2207/20084 , G06T2207/10101 , G06T2207/10081 , G06T2207/10088
Abstract: A method for identifying plaque erosion in a vessel. The method includes: obtaining, using a processor, a sequence of images of the vessel; extracting, using the processor, one or more image features from the sequence of images using a convolutional neural network model; contextually classifying, using the processor, the one or more extracted image features using a cascaded self-attention trained model; and generating, using the processor, one or more diagnostic labels associated with the sequence of images based on contextually classifying the one or more extracted image features, where the one or more diagnostic labels may include an indication of a presence of plaque erosion or an absence of plaque erosion.
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Patent Agency Ranking
5.发明申请公开(公告)号：US20190221011A1
公开(公告)日：2019-07-18
申请号：US16245180
申请日：2019-01-10
Inventor： Jong Chul Ye , Eun Hee Kang
CPC classification number: G06T11/006 , G06T5/002 , G06T5/10 , G06T5/50 , G06T11/008 , G06T2207/10081 , G06T2207/20052 , G06T2207/20056 , G06T2207/20064 , G06T2207/20084 , G06T2211/421 , G06T2211/424
Abstract: A method for processing an X-ray computed tomography (CT) image using a neural network and an apparatus therefor are provided. An image reconstruction method includes receiving low-dose X-ray CT data, obtaining an initial reconstruction image for the received low-dose X-ray CT data using a predetermined analytic algorithm, and reconstructing a denoised final image using the obtained initial reconstruction image and a previously trained neural network.
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公开(公告)号：US10078894B2
公开(公告)日：2018-09-18
申请号：US15386363
申请日：2016-12-21
Inventor： Jong Chul Ye , Kyong Hwan Jin , Kyung Sang Kim
CPC classification number: G06T7/0012 , G06T5/005 , G06T5/10 , G06T7/12 , G06T7/13 , G06T11/008 , G06T2207/10081
Abstract: Disclosed is a method and apparatus for restoring an image. The method and apparatus may detect boundary information associated with a boundary in an image, generate a reproducing kernel used to restore a hole in the image based on the detected boundary information, estimate hole information using the generated reproducing kernel, and restore the hole based on the estimated hole information.
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公开(公告)号：US20170178325A1
公开(公告)日：2017-06-22
申请号：US15386363
申请日：2016-12-21
Inventor： Jong Chul Ye , Kyong Hwan Jin , Kyung Sang Kim
CPC classification number: G06T7/0012 , G06T5/005 , G06T5/10 , G06T7/12 , G06T7/13 , G06T11/008 , G06T2207/10081
Abstract: Disclosed is a method and apparatus for restoring an image. The method and apparatus may detect boundary information associated with a boundary in an image, generate a reproducing kernel used to restore a hole in the image based on the detected boundary information, estimate hole information using the generated reproducing kernel, and restore the hole based on the estimated hole information.
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8.发明授权公开(公告)号：US09978160B2
公开(公告)日：2018-05-22
申请号：US14935175
申请日：2015-11-06
Inventor： Jong Chul Ye , Kyong Hwan Jin
CPC classification number: G06T11/008 , G01R33/5611 , G06T2207/10081 , G06T2207/10088 , G06T2207/20021 , G06T2207/20024 , G06T2207/20048
Abstract: A method and apparatus for reconstructing an image using a low rank Fourier interpolation scheme are provided. The method may reconstruct information of a k-space domain based on the information of the k-space domain using an imaging apparatus, for example, a magnetic resonance imaging (MRI) apparatus, a computed tomography (CT) apparatus, and a diffraction tomography apparatus. The method may generate a block Hankel matrix based on the information of the k-space domain, and may complete the block Hankel matrix using a low rank matrix completion algorithm, to reconstruct corresponding information of the k-space domain.
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公开(公告)号：US09861333B2
公开(公告)日：2018-01-09
申请号：US14744269
申请日：2015-06-19
Inventor： Kye Young Jeong , Jae Hak Lee , Young Hun Sung , Jong Chul Ye , Min Ji Lee , Yo Seob Han
CPC classification number: A61B6/5258 , A61B6/032 , A61B6/5205 , G06T11/005
Abstract: An X-ray imaging apparatus includes a back projected image generator configured to generate a back projected image with respect to a projected image of a field of view (FOV), and an image restorer configured to obtain frequency components of the back projected image, generate restored images for frequencies based on the frequency components of the back projected image, and generate a restored image with respect to the back projected image by synthesizing the restored images for the frequencies.
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