JP6564018B2 - 放射線画像の肺野セグメンテーション技術及び骨減弱技術 - Google Patents

放射線画像の肺野セグメンテーション技術及び骨減弱技術 Download PDF

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JP6564018B2
JP6564018B2 JP2017505051A JP2017505051A JP6564018B2 JP 6564018 B2 JP6564018 B2 JP 6564018B2 JP 2017505051 A JP2017505051 A JP 2017505051A JP 2017505051 A JP2017505051 A JP 2017505051A JP 6564018 B2 JP6564018 B2 JP 6564018B2
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JP2017510427A (ja
JP2017510427A5 (enExample
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デイヴィッド エス． ハーディング，
デイヴィッド エス． ハーディング，
スリドハラン カマラカナン，
スリドハラン カマラカナン，
サトシ カサイ，
サトシ カサイ，
シンスケ カツハラ，
シンスケ カツハラ，
ジェイムズ エイチ． パイク，
ジェイムズ エイチ． パイク，
ムハンマド エフ． サビーヤ，
ムハンマド エフ． サビーヤ，
ジェフェリー シー． ウェンズ，
ジェフェリー シー． ウェンズ，
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Konica Minolta Inc
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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
    • A61B6/52—Devices using data or image processing specially adapted for radiation diagnosis
    • A61B6/5211—Devices using data or image processing specially adapted for radiation diagnosis involving processing of medical diagnostic data
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/18—Image warping, e.g. rearranging pixels individually
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0012—Biomedical image inspection
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/12—Edge-based segmentation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • G06T7/73—Determining position or orientation of objects or cameras using feature-based methods
    • G06T7/75—Determining position or orientation of objects or cameras using feature-based methods involving models
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10116—X-ray image
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20036—Morphological image processing
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20076—Probabilistic image processing
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20112—Image segmentation details
    • G06T2207/20116—Active contour; Active surface; Snakes
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30008—Bone
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30061—Lung
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30061—Lung
    • G06T2207/30064—Lung nodule
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration
    • G06T5/70—Denoising; Smoothing
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/03—Recognition of patterns in medical or anatomical images
    • G06V2201/031—Recognition of patterns in medical or anatomical images of internal organs

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Biomedical Technology (AREA)
  • Public Health (AREA)
  • Pathology (AREA)
  • Quality & Reliability (AREA)
  • Animal Behavior & Ethology (AREA)
  • Biophysics (AREA)
  • High Energy & Nuclear Physics (AREA)
  • Surgery (AREA)
  • Optics & Photonics (AREA)
  • Veterinary Medicine (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Molecular Biology (AREA)
  • Data Mining & Analysis (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Databases & Information Systems (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Image Processing (AREA)
JP2017505051A 2014-04-08 2015-04-01 放射線画像の肺野セグメンテーション技術及び骨減弱技術 Active JP6564018B2 (ja)

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US201461976971P 2014-04-08 2014-04-08
US61/976,971 2014-04-08
PCT/US2015/023924 WO2015157067A1 (en) 2014-04-08 2015-04-01 Lung segmentation and bone suppression techniques for radiographic images

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JP2017510427A JP2017510427A (ja) 2017-04-13
JP2017510427A5 JP2017510427A5 (enExample) 2018-06-07
JP6564018B2 true JP6564018B2 (ja) 2019-08-21

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US (1) US10445855B2 (enExample)
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JP (1) JP6564018B2 (enExample)
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WO (1) WO2015157067A1 (enExample)

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US20180293727A1 (en) 2017-04-10 2018-10-11 Siemens Healthcare Gmbh Rib unfolding from magnetic resonance images
US10199359B1 (en) 2017-08-04 2019-02-05 Sandisk Technologies Llc Three-dimensional memory device employing direct source contact and hole current detection and method of making the same
US20190130561A1 (en) * 2017-10-27 2019-05-02 Konica Minolta Laboratory U.S.A., Inc. Medical image processing apparatus
US10643313B2 (en) * 2018-01-19 2020-05-05 Bae Systems Information And Electronic Systems Integration Inc. Methods for image denoising and deblurring
EP3543791A1 (en) * 2018-03-23 2019-09-25 ASML Netherlands B.V. Method of metrology and associated apparatuses
JP7183563B2 (ja) 2018-04-11 2022-12-06 コニカミノルタ株式会社 放射線画像表示装置及び放射線撮影システム
EP3785222B1 (en) * 2018-05-30 2024-04-17 Shanghai United Imaging Healthcare Co., Ltd. Systems and methods for image processing
BR112021005561A2 (pt) * 2018-09-24 2021-06-29 Huawei Technologies Co., Ltd. dispositivo de processamento de imagem e método para realizar desblocagem otimizada de qualidade
EP3639751A1 (en) * 2018-10-15 2020-04-22 Koninklijke Philips N.V. Systems and methods for guiding the acquisition of an ultrasound image
JP6897656B2 (ja) 2018-11-22 2021-07-07 コニカミノルタ株式会社 画像表示制御システム、画像表示システム、画像解析装置、画像表示制御プログラム及び画像表示制御方法
JP7480997B2 (ja) 2020-08-17 2024-05-10 国立大学法人旭川医科大学 画像処理装置、画像処理方法、およびプログラム
CN112529818B (zh) * 2020-12-25 2022-03-29 万里云医疗信息科技（北京）有限公司 基于神经网络的骨影抑制方法、装置、设备及存储介质
KR102480389B1 (ko) * 2021-03-11 2022-12-23 주식회사 뷰웍스 X선 영상에서의 뼈 감쇄 방법 및 장치
CN114663359A (zh) * 2022-03-01 2022-06-24 牧原食品股份有限公司 用于对猪只肌内脂肪含量进行检测的方法及其相关产品
CN117078686B (zh) * 2023-10-17 2024-01-23 万里云医疗信息科技（北京）有限公司 构建用于训练骨抑制模型的样本的方法、装置及存储介质

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Publication number Publication date
JP2017510427A (ja) 2017-04-13
WO2015157067A1 (en) 2015-10-15
EP3128919A4 (en) 2018-06-20
CN106163404A (zh) 2016-11-23
EP3128919B1 (en) 2020-12-02
CN106163404B (zh) 2019-04-23
US10445855B2 (en) 2019-10-15
EP3128919A1 (en) 2017-02-15
US20170032535A1 (en) 2017-02-02

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