CN111602174B - 基于神经网络快速分割图像以及测定放射性药品吸收量的系统和方法 - Google Patents

基于神经网络快速分割图像以及测定放射性药品吸收量的系统和方法 Download PDF

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CN111602174B
CN111602174B CN201980007207.2A CN201980007207A CN111602174B CN 111602174 B CN111602174 B CN 111602174B CN 201980007207 A CN201980007207 A CN 201980007207A CN 111602174 B CN111602174 B CN 111602174B
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image
volume
individual
module
tissue
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CN111602174A (zh
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K·V·舍斯特兰德
J·F·A·里克特
K·E·M·约翰松
E·K·耶尔松
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Sinai Diagnostics
Progenics Pharmaceuticals Inc
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Progenics Pharmaceuticals Inc
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/60—Analysis of geometric attributes
    • G06T7/62—Analysis of geometric attributes of area, perimeter, diameter or volume
    • 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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10072—Tomographic images
    • 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
    • G06T2207/10072—Tomographic images
    • G06T2207/10084—Hybrid tomography; Concurrent acquisition with multiple different tomographic modalities
    • 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
    • G06T2207/20084—Artificial neural networks [ANN]
    • 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
    • G06T2207/20132—Image cropping
    • 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
    • G06T2207/30081—Prostate

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Quality & Reliability (AREA)
  • Radiology & Medical Imaging (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Geometry (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Nuclear Medicine (AREA)
  • Image Analysis (AREA)
  • Ultra Sonic Daignosis Equipment (AREA)
CN201980007207.2A 2018-01-08 2019-01-07 基于神经网络快速分割图像以及测定放射性药品吸收量的系统和方法 Active CN111602174B (zh)

Applications Claiming Priority (7)

Application Number Priority Date Filing Date Title
US201862614935P 2018-01-08 2018-01-08
US62/614,935 2018-01-08
US16/003,006 2018-06-07
US16/003,006 US10973486B2 (en) 2018-01-08 2018-06-07 Systems and methods for rapid neural network-based image segmentation and radiopharmaceutical uptake determination
US201862749574P 2018-10-23 2018-10-23
US62/749,574 2018-10-23
PCT/US2019/012486 WO2019136349A2 (en) 2018-01-08 2019-01-07 Systems and methods for rapid neural network-based image segmentation and radiopharmaceutical uptake determination

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CN111602174A CN111602174A (zh) 2020-08-28
CN111602174B true CN111602174B (zh) 2025-02-11

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EP (2) EP3738097B1 (enExample)
JP (3) JP7448476B2 (enExample)
CN (1) CN111602174B (enExample)
AU (2) AU2019205766C1 (enExample)
CA (1) CA3085441A1 (enExample)
ES (1) ES3026214T3 (enExample)
TW (1) TWI835768B (enExample)
WO (1) WO2019136349A2 (enExample)

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WO2019136349A2 (en) 2019-07-11
EP4586195A3 (en) 2025-10-22
TWI835768B (zh) 2024-03-21
CN111602174A (zh) 2020-08-28
EP3738097B1 (en) 2025-03-05
ES3026214T3 (en) 2025-06-10
EP3738097A2 (en) 2020-11-18
AU2019205766A1 (en) 2020-06-18
EP4586195A2 (en) 2025-07-16
CA3085441A1 (en) 2019-07-11
JP7448476B2 (ja) 2024-03-12
WO2019136349A3 (en) 2019-08-15
TW201941218A (zh) 2019-10-16
AU2024220051A1 (en) 2024-10-17
AU2019205766C1 (en) 2025-02-20
JP2025179127A (ja) 2025-12-09
JP2021509721A (ja) 2021-04-01
JP2023116486A (ja) 2023-08-22
AU2019205766B2 (en) 2024-07-04
EP3738097C0 (en) 2025-03-05

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