KR101885562B1 - 제1 의료 영상의 관심 영역을 제2 의료 영상 위에 맵핑하는 방법 및 이를 이용한 장치 - Google Patents
제1 의료 영상의 관심 영역을 제2 의료 영상 위에 맵핑하는 방법 및 이를 이용한 장치 Download PDFInfo
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- KR101885562B1 KR101885562B1 KR1020170174315A KR20170174315A KR101885562B1 KR 101885562 B1 KR101885562 B1 KR 101885562B1 KR 1020170174315 A KR1020170174315 A KR 1020170174315A KR 20170174315 A KR20170174315 A KR 20170174315A KR 101885562 B1 KR101885562 B1 KR 101885562B1
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- 238000012986 modification Methods 0.000 claims description 6
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- 238000013135 deep learning Methods 0.000 claims description 5
- 230000001131 transforming effect Effects 0.000 claims description 3
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- 238000007689 inspection Methods 0.000 abstract 3
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- 238000013473 artificial intelligence Methods 0.000 description 8
- 230000008569 process Effects 0.000 description 6
- 238000002059 diagnostic imaging Methods 0.000 description 5
- 230000006870 function Effects 0.000 description 5
- 230000005540 biological transmission Effects 0.000 description 4
- 238000003745 diagnosis Methods 0.000 description 4
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- 230000000694 effects Effects 0.000 description 3
- 238000010801 machine learning Methods 0.000 description 3
- 238000007408 cone-beam computed tomography Methods 0.000 description 2
- 238000013527 convolutional neural network Methods 0.000 description 2
- 238000013136 deep learning model Methods 0.000 description 2
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- 230000004044 response Effects 0.000 description 2
- CYTYCFOTNPOANT-UHFFFAOYSA-N Perchloroethylene Chemical compound ClC(Cl)=C(Cl)Cl CYTYCFOTNPOANT-UHFFFAOYSA-N 0.000 description 1
- 238000007792 addition Methods 0.000 description 1
- 238000004458 analytical method Methods 0.000 description 1
- 238000003491 array Methods 0.000 description 1
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- 238000001493 electron microscopy Methods 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 238000002600 positron emission tomography Methods 0.000 description 1
- 230000003334 potential effect Effects 0.000 description 1
- 230000005855 radiation Effects 0.000 description 1
- 238000002603 single-photon emission computed tomography Methods 0.000 description 1
- 238000002604 ultrasonography Methods 0.000 description 1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/30—Determination of transform parameters for the alignment of images, i.e. image registration
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/05—Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves
- A61B5/055—Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves involving electronic [EMR] or nuclear [NMR] magnetic resonance, e.g. magnetic resonance imaging
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
- A61B6/02—Arrangements for diagnosis sequentially in different planes; Stereoscopic radiation diagnosis
- A61B6/03—Computed tomography [CT]
- A61B6/032—Transmission computed tomography [CT]
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
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- G06K9/3233—
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
- G06V10/25—Determination of region of interest [ROI] or a volume of interest [VOI]
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20081—Training; Learning
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- G—PHYSICS
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- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
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- Life Sciences & Earth Sciences (AREA)
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- High Energy & Nuclear Physics (AREA)
- Multimedia (AREA)
- Pulmonology (AREA)
- Optics & Photonics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
- Apparatus For Radiation Diagnosis (AREA)
Priority Applications (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
KR1020170174315A KR101885562B1 (ko) | 2017-12-18 | 2017-12-18 | 제1 의료 영상의 관심 영역을 제2 의료 영상 위에 맵핑하는 방법 및 이를 이용한 장치 |
PCT/KR2018/015479 WO2019124836A1 (fr) | 2017-12-18 | 2018-12-07 | Procédé de mappage d'une région d'intérêt d'une première image médicale sur une seconde image médicale, et dispositif l'utilisant |
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KR1020170174315A KR101885562B1 (ko) | 2017-12-18 | 2017-12-18 | 제1 의료 영상의 관심 영역을 제2 의료 영상 위에 맵핑하는 방법 및 이를 이용한 장치 |
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KR101885562B1 true KR101885562B1 (ko) | 2018-08-06 |
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WO (1) | WO2019124836A1 (fr) |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111145152A (zh) * | 2019-12-24 | 2020-05-12 | 上海联影智能医疗科技有限公司 | 图像检测方法、计算机设备和存储介质 |
CN115240819A (zh) * | 2021-04-22 | 2022-10-25 | 西门子医疗有限公司 | 用于传输多个医学图像的方法 |
Families Citing this family (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US11562482B2 (en) * | 2020-03-30 | 2023-01-24 | Varian Medical Systems International Ag | Systems and methods for pseudo image data augmentation for training machine learning models |
CN113160947A (zh) * | 2021-05-18 | 2021-07-23 | 上海商汤智能科技有限公司 | 医学图像的展示方法及装置、电子设备和存储介质 |
Citations (4)
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KR101028365B1 (ko) | 2009-02-04 | 2011-04-11 | 서울대학교산학협력단 | 연속된 컴퓨터 단층촬영의 폐결절 다단계 정합 방법 및 장치 |
KR20150021352A (ko) * | 2013-08-20 | 2015-03-02 | 삼성테크윈 주식회사 | 영상 정합 장치 및 이를 이용한 영상 정합 방법 |
KR101698850B1 (ko) | 2016-04-15 | 2017-01-23 | 연세대학교 산학협력단 | 의료 영상 장치 및 그의 영상 보정 방법 |
JP2017182129A (ja) * | 2016-03-28 | 2017-10-05 | ソニー株式会社 | 情報処理装置。 |
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KR101035055B1 (ko) * | 2009-06-24 | 2011-05-19 | 전자부품연구원 | 이종 카메라를 이용한 객체 추적 시스템 및 방법 |
JP5625976B2 (ja) * | 2011-02-09 | 2014-11-19 | ソニー株式会社 | 撮像装置、および撮像装置制御方法、並びにプログラム |
KR101279484B1 (ko) * | 2012-04-18 | 2013-06-27 | 한국항공우주연구원 | 영상 처리 장치 및 방법 |
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- 2017-12-18 KR KR1020170174315A patent/KR101885562B1/ko active IP Right Grant
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- 2018-12-07 WO PCT/KR2018/015479 patent/WO2019124836A1/fr active Application Filing
Patent Citations (4)
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KR101028365B1 (ko) | 2009-02-04 | 2011-04-11 | 서울대학교산학협력단 | 연속된 컴퓨터 단층촬영의 폐결절 다단계 정합 방법 및 장치 |
KR20150021352A (ko) * | 2013-08-20 | 2015-03-02 | 삼성테크윈 주식회사 | 영상 정합 장치 및 이를 이용한 영상 정합 방법 |
JP2017182129A (ja) * | 2016-03-28 | 2017-10-05 | ソニー株式会社 | 情報処理装置。 |
KR101698850B1 (ko) | 2016-04-15 | 2017-01-23 | 연세대학교 산학협력단 | 의료 영상 장치 및 그의 영상 보정 방법 |
Non-Patent Citations (2)
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Ignacio Rocco, Relja Arandjelovic, Josef Sivic. Convolutional neural network architecture for geometric matching. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 |
Yi Du, Gongyi Yu, Xincheng Xiang. GPU accelerated voxel-driven forward projection for iterative reconstruction of cone-beam CT. BioMedical Engineering OnLine, 2017, Volume 16, Number 1, Page 1 |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111145152A (zh) * | 2019-12-24 | 2020-05-12 | 上海联影智能医疗科技有限公司 | 图像检测方法、计算机设备和存储介质 |
CN111145152B (zh) * | 2019-12-24 | 2024-02-27 | 上海联影智能医疗科技有限公司 | 图像检测方法、计算机设备和存储介质 |
CN115240819A (zh) * | 2021-04-22 | 2022-10-25 | 西门子医疗有限公司 | 用于传输多个医学图像的方法 |
CN115240819B (zh) * | 2021-04-22 | 2023-09-08 | 西门子医疗有限公司 | 用于传输多个医学图像的方法 |
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