JP6906347B2 - 医用画像分類装置、方法およびプログラム - Google Patents

医用画像分類装置、方法およびプログラム Download PDF

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JP6906347B2
JP6906347B2 JP2017077360A JP2017077360A JP6906347B2 JP 6906347 B2 JP6906347 B2 JP 6906347B2 JP 2017077360 A JP2017077360 A JP 2017077360A JP 2017077360 A JP2017077360 A JP 2017077360A JP 6906347 B2 JP6906347 B2 JP 6906347B2
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JP2018175226A (ja
JP2018175226A5 (enExample
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昭治 金田
昭治 金田
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Fujifilm Corp
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Priority to DE102018108072.7A priority patent/DE102018108072A1/de
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • 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
    • G06T7/11—Region-based segmentation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/69—Microscopic objects, e.g. biological cells or cellular parts
    • G06V20/698—Matching; Classification
    • 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
    • G06T2207/20081—Training; Learning
    • 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
    • G06T2207/30096—Tumor; Lesion
    • 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

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Multimedia (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Radiology & Medical Imaging (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Quality & Reliability (AREA)
  • Data Mining & Analysis (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • Biomedical Technology (AREA)
  • General Engineering & Computer Science (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
JP2017077360A 2017-04-10 2017-04-10 医用画像分類装置、方法およびプログラム Active JP6906347B2 (ja)

Priority Applications (3)

Application Number Priority Date Filing Date Title
JP2017077360A JP6906347B2 (ja) 2017-04-10 2017-04-10 医用画像分類装置、方法およびプログラム
US15/928,596 US10650282B2 (en) 2017-04-10 2018-03-22 Medical image classification apparatus, method, and program
DE102018108072.7A DE102018108072A1 (de) 2017-04-10 2018-04-05 Einrichtung, Verfahren und Programm zur Klassifizierung medizinischer Bilder

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JP2017077360A JP6906347B2 (ja) 2017-04-10 2017-04-10 医用画像分類装置、方法およびプログラム

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JP2018175226A JP2018175226A (ja) 2018-11-15
JP2018175226A5 JP2018175226A5 (enExample) 2019-09-19
JP6906347B2 true JP6906347B2 (ja) 2021-07-21

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DE (1) DE102018108072A1 (enExample)

Families Citing this family (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11189367B2 (en) 2018-05-31 2021-11-30 Canon Medical Systems Corporation Similarity determining apparatus and method
JP6914233B2 (ja) * 2018-08-31 2021-08-04 富士フイルム株式会社 類似度決定装置、方法およびプログラム
WO2020110776A1 (ja) * 2018-11-28 2020-06-04 富士フイルム株式会社 分類装置、分類方法及びプログラム、分類結果表示装置
KR102234364B1 (ko) * 2018-11-28 2021-04-01 주식회사 지노바이오 딥러닝 학습이미지 저장 및 처리방법
JP7114737B2 (ja) 2018-11-30 2022-08-08 富士フイルム株式会社 画像処理装置、画像処理方法、及びプログラム
KR101981202B1 (ko) * 2018-12-11 2019-05-22 메디컬아이피 주식회사 의료영상 재구성 방법 및 그 장치
KR102317343B1 (ko) * 2018-12-31 2021-10-27 주식회사 아임클라우드 X-ray 이미지 최적화를 통해 판독률이 향상된 X-ray 판독시스템
KR102221711B1 (ko) * 2018-12-31 2021-03-02 주식회사 아임클라우드 X-ray 이미지 최적화를 통해 판독률이 향상된 X-ray 판독시스템
JP6792751B2 (ja) 2019-03-05 2020-12-02 株式会社医療情報技術研究所 分類システム
JP7410619B2 (ja) * 2019-10-31 2024-01-10 キヤノン株式会社 画像処理装置、画像処理方法およびプログラム
JP7265805B2 (ja) 2019-12-05 2023-04-27 国立大学法人大阪大学 画像解析方法、画像解析装置、画像解析システム、制御プログラム、記録媒体
CN111415356B (zh) * 2020-03-17 2020-12-29 推想医疗科技股份有限公司 肺炎征象的分割方法、装置、介质及电子设备
JP6872214B1 (ja) 2020-08-20 2021-05-19 株式会社医療情報技術研究所 分類システム
JP7715978B2 (ja) * 2021-03-31 2025-07-31 富士通株式会社 画像識別プログラム、画像識別方法、画像識別装置および情報処理システム
JP7101349B1 (ja) 2021-05-28 2022-07-15 株式会社医療情報技術研究所 分類システム

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP4021179B2 (ja) 2000-11-29 2007-12-12 富士通株式会社 診断支援プログラム、診断支援プログラムを記録したコンピュータ読取可能な記録媒体、診断支援装置及び診断支援方法
US20090097730A1 (en) * 2005-05-23 2009-04-16 Konica Minolta Medical & Graphic, Inc. Abnormal shadow candidate display method and medical image processing system
US8170306B2 (en) * 2007-04-25 2012-05-01 Siemens Aktiengesellschaft Automatic partitioning and recognition of human body regions from an arbitrary scan coverage image
WO2013076927A1 (ja) * 2011-11-24 2013-05-30 パナソニック株式会社 診断支援装置および診断支援方法
WO2015190180A1 (ja) * 2014-06-11 2015-12-17 オリンパス株式会社 医用診断装置、医用診断装置の作動方法および医用診断装置の作動プログラム
JP7075882B2 (ja) * 2016-03-02 2022-05-26 多恵 岩澤 肺野病変の診断支援装置、該装置の制御方法及びプログラム

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DE102018108072A1 (de) 2018-10-11
US20180293465A1 (en) 2018-10-11
JP2018175226A (ja) 2018-11-15
US10650282B2 (en) 2020-05-12

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