CN115439449B - 全视野组织学图像的处理方法、装置、介质和电子设备 - Google Patents

全视野组织学图像的处理方法、装置、介质和电子设备 Download PDF

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CN115439449B
CN115439449B CN202211086109.2A CN202211086109A CN115439449B CN 115439449 B CN115439449 B CN 115439449B CN 202211086109 A CN202211086109 A CN 202211086109A CN 115439449 B CN115439449 B CN 115439449B
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CN115439449A (zh
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边成
张志诚
李永会
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Douyin Vision Co Ltd
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/136—Segmentation; Edge detection involving thresholding
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/194—Segmentation; Edge detection involving foreground-background segmentation
    • 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
    • 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
    • G06T2207/20084—Artificial neural networks [ANN]

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  • Theoretical Computer Science (AREA)
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  • Computer Vision & Pattern Recognition (AREA)
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  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Image Processing (AREA)
CN202211086109.2A 2022-09-06 2022-09-06 全视野组织学图像的处理方法、装置、介质和电子设备 Active CN115439449B (zh)

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CN202211086109.2A CN115439449B (zh) 2022-09-06 2022-09-06 全视野组织学图像的处理方法、装置、介质和电子设备
PCT/CN2023/116820 WO2024051655A1 (fr) 2022-09-06 2023-09-04 Procédé et appareil de traitement d'image de lame entière histopathologique, et support et dispositif électronique

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CN115439449B (zh) * 2022-09-06 2023-05-09 抖音视界有限公司 全视野组织学图像的处理方法、装置、介质和电子设备
CN118379565A (zh) * 2024-06-25 2024-07-23 中国科学院自动化研究所 基于信息瓶颈与因果学习的因果子图提取方法、装置

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CN114549896A (zh) * 2022-01-24 2022-05-27 清华大学 用于生存预测的全视野图像的异构高阶表示方法及装置
CN114708347A (zh) * 2022-03-22 2022-07-05 江门市中心医院 一种基于自适应选择的双源域异构迁移学习的肺结节ct图像分类方法

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US11113293B2 (en) * 2019-01-18 2021-09-07 Adobe Inc. Latent network summarization
GB201913616D0 (en) * 2019-09-20 2019-11-06 Univ Oslo Hf Histological image analysis
US20210372938A1 (en) * 2020-05-29 2021-12-02 The Board Of Trustee Of The University Of Alabama Deep learning-based crack segmentation through heterogeneous image fusion
CN112215837B (zh) * 2020-10-26 2023-01-06 北京邮电大学 多属性图像语义分析方法和装置
CN112419151B (zh) * 2020-11-19 2023-07-21 北京有竹居网络技术有限公司 图像退化处理方法、装置、存储介质及电子设备
US11688061B2 (en) * 2020-11-20 2023-06-27 International Business Machines Corporation Interpretation of whole-slide images in digital pathology
US20220198813A1 (en) * 2020-12-17 2022-06-23 Sri International System and method for efficient visual navigation
CN113658178B (zh) * 2021-10-14 2022-01-25 北京字节跳动网络技术有限公司 组织图像的识别方法、装置、可读介质和电子设备
CN114445356A (zh) * 2022-01-19 2022-05-06 上海交通大学 基于多分辨率的全视野病理切片图像肿瘤快速定位方法
CN114565919B (zh) * 2022-01-19 2024-06-07 深圳先进技术研究院 基于数字病理图像的肿瘤微环境空间关系建模系统与方法
CN115439449B (zh) * 2022-09-06 2023-05-09 抖音视界有限公司 全视野组织学图像的处理方法、装置、介质和电子设备

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114549896A (zh) * 2022-01-24 2022-05-27 清华大学 用于生存预测的全视野图像的异构高阶表示方法及装置
CN114708347A (zh) * 2022-03-22 2022-07-05 江门市中心医院 一种基于自适应选择的双源域异构迁移学习的肺结节ct图像分类方法

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