CN118591826A - 母细胞分类 - Google Patents

母细胞分类 Download PDF

Info

Publication number
CN118591826A
CN118591826A CN202280085313.4A CN202280085313A CN118591826A CN 118591826 A CN118591826 A CN 118591826A CN 202280085313 A CN202280085313 A CN 202280085313A CN 118591826 A CN118591826 A CN 118591826A
Authority
CN
China
Prior art keywords
value
cell
computer
implemented method
parent
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN202280085313.4A
Other languages
English (en)
Chinese (zh)
Inventor
N·布鲁恩格尔
P·康韦
S·J·戴维森
E·德吉恩
J·吉尔登布拉特
C·萨吉夫
P·瓦洛顿
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
F Hoffmann La Roche AG
Original Assignee
F Hoffmann La Roche AG
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by F Hoffmann La Roche AG filed Critical F Hoffmann La Roche AG
Publication of CN118591826A publication Critical patent/CN118591826A/zh
Pending legal-status Critical Current

Links

Classifications

    • 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
    • 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
    • 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]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/255—Detecting or recognising potential candidate objects based on visual cues, e.g. shapes
    • 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
    • G16H30/00—ICT specially adapted for the handling or processing of medical images
    • G16H30/40—ICT specially adapted for the handling or processing of medical images for processing medical images, e.g. editing
    • 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
    • G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Biomedical Technology (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Pathology (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Radiology & Medical Imaging (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Image Analysis (AREA)
CN202280085313.4A 2021-12-24 2022-12-23 母细胞分类 Pending CN118591826A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
EP21217712 2021-12-24
EP21217712.5 2021-12-24
PCT/EP2022/087779 WO2023118586A1 (en) 2021-12-24 2022-12-23 Blast cell classification

Publications (1)

Publication Number Publication Date
CN118591826A true CN118591826A (zh) 2024-09-03

Family

ID=79024738

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202280085313.4A Pending CN118591826A (zh) 2021-12-24 2022-12-23 母细胞分类

Country Status (5)

Country Link
US (1) US20250046455A1 (https=)
EP (1) EP4453894B1 (https=)
JP (1) JP2025501599A (https=)
CN (1) CN118591826A (https=)
WO (1) WO2023118586A1 (https=)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2025131829A1 (en) 2023-12-18 2025-06-26 F. Hoffmann-La Roche Ag Method and system for applying a liquid sample onto a substrate for image analysis

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2012515931A (ja) 2008-04-25 2012-07-12 ウィンケルマン、ジェイムズ 全血球数及び白血球百分率を決定するシステム及び方法

Also Published As

Publication number Publication date
US20250046455A1 (en) 2025-02-06
EP4453894A1 (en) 2024-10-30
WO2023118586A1 (en) 2023-06-29
EP4453894B1 (en) 2026-04-01
JP2025501599A (ja) 2025-01-22

Similar Documents

Publication Publication Date Title
Kratz et al. Digital morphology analyzers in hematology: ICSH review and recommendations
Vaickus et al. Automating the Paris System for urine cytopathology—A hybrid deep‐learning and morphometric approach
JP7678424B2 (ja) 画像解析方法、装置、コンピュータプログラム、及び深層学習アルゴリズムの生成方法
EP4200674B1 (en) Critical component detection using deep learning and attention
AU2014237346B2 (en) System and method for reviewing and analyzing cytological specimens
EP3611695A1 (en) Generating annotation data of tissue images
US12087454B2 (en) Systems and methods for the detection and classification of biological structures
US12597133B2 (en) Training end-to-end weakly supervised networks at the specimen (supra-image) level
US12614378B2 (en) Systems and methods to process electronic images to determine histopathology quality
CN107977684B (zh) 一种快速修正骨髓有核细胞分类的交互方法
CN107735838B (zh) 在多种设置下用于医学样品的异常检测
CN118591826A (zh) 母细胞分类
JP7359163B2 (ja) 判別装置、細胞塊の判別方法、及びコンピュータプログラム
Harinath et al. Artificial intelligence in gynecologic cytology
Schweizer et al. Analysing cerebrospinal fluid with explainable deep learning: From diagnostics to insights
JP2025536473A (ja) 標本画像の異常の検出
CN114972162B (zh) 一种肿瘤纯度计算方法、电子设备及存储介质
CN118015251A (zh) 无序堆叠工件定位检测方法、装置、系统及存储介质
CN116522134B (en) Deep learning method and device based on symmetrical cross composite training
Gutta RespiraAI: Novel Elevated Feature Recalibration Convolutional Neural Network for Efficient Diagnosis and Classification of Pulmonary Diseases
Cooke et al. Deep Optical Blood Analysis: COVID-19 Detection as a Case Study in Next Generation Blood Screening
CN120635543A (zh) 全切片宫颈细胞学图像分类方法及相关装置
JP2023123273A (ja) 画像診断装置、画像診断方法、画像診断プログラム、及び、記録媒体
CN116522134A (zh) 一种基于对称交叉复合训练的新型深度学习方法及装置
CN121861040A (zh) 基于解剖约束注意力的可解释性mri影像分析方法及系统

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination