WO2020032560A3 - 진단 결과 생성 시스템 및 방법 - Google Patents
진단 결과 생성 시스템 및 방법 Download PDFInfo
- Publication number
- WO2020032560A3 WO2020032560A3 PCT/KR2019/009845 KR2019009845W WO2020032560A3 WO 2020032560 A3 WO2020032560 A3 WO 2020032560A3 KR 2019009845 W KR2019009845 W KR 2019009845W WO 2020032560 A3 WO2020032560 A3 WO 2020032560A3
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- marking information
- contour
- generation system
- disease
- diagnosis result
- Prior art date
Links
Classifications
-
- 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
- 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
- G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
- G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
-
- 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
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/10—Text processing
- G06F40/12—Use of codes for handling textual entities
- G06F40/14—Tree-structured documents
- G06F40/143—Markup, e.g. Standard Generalized Markup Language [SGML] or Document Type Definition [DTD]
-
- 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
-
- 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
- G06T7/0014—Biomedical image inspection using an image reference approach
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/13—Edge detection
-
- 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
- G06T7/90—Determination of colour characteristics
-
- 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
- G16H15/00—ICT specially adapted for medical reports, e.g. generation or transmission thereof
-
- 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
- G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
-
- 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
- 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
- G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
-
- 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
- G06T2207/10—Image acquisition modality
- G06T2207/10024—Color image
-
- 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
- G06T2207/20021—Dividing image into blocks, subimages or windows
-
- 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
- G06T2207/20076—Probabilistic image processing
-
- 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]
-
- 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
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30004—Biomedical image processing
- G06T2207/30024—Cell structures in vitro; Tissue sections in vitro
-
- 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
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30004—Biomedical image processing
- G06T2207/30081—Prostate
-
- 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
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30004—Biomedical image processing
- G06T2207/30096—Tumor; Lesion
Landscapes
- Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Medical Informatics (AREA)
- General Health & Medical Sciences (AREA)
- Public Health (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Epidemiology (AREA)
- Primary Health Care (AREA)
- Biomedical Technology (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Data Mining & Analysis (AREA)
- Pathology (AREA)
- Databases & Information Systems (AREA)
- Radiology & Medical Imaging (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Artificial Intelligence (AREA)
- Computational Linguistics (AREA)
- General Engineering & Computer Science (AREA)
- Quality & Reliability (AREA)
- Life Sciences & Earth Sciences (AREA)
- Audiology, Speech & Language Pathology (AREA)
- Software Systems (AREA)
- Computing Systems (AREA)
- Molecular Biology (AREA)
- Evolutionary Computation (AREA)
- Biophysics (AREA)
- Mathematical Physics (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
- Apparatus For Radiation Diagnosis (AREA)
- Image Processing (AREA)
- Investigating Or Analysing Biological Materials (AREA)
- Image Analysis (AREA)
- Medical Treatment And Welfare Office Work (AREA)
Abstract
생체 조직의 이미지를 통해 질병의 진단을 수행한 결과를 기계와 인간이 모두 이해할 수 있는 형태로 출력할 수 있는 시스템 및 그 방법이 개시된다. 본 발명의 일 측면에 따르면, 생체 이미지인 슬라이드에 질병이 존재하는지 여부를 진단한 결과를 나타내는 마킹 정보를 생성하는 마킹 정보 생성모듈-여기서, 상기 마킹 정보는 상기 슬라이드의 각 픽셀 별 질병 상태 정보를 포함함-, 상기 마킹 정보로부터 적어도 하나의 컨투어를 추출하는 컨투어 추출모듈 및 추출된 상기 적어도 하나의 컨투어 각각의 외곽선 정보를 포함하는 XML 문서를 생성하는 XML 생성모듈을 포함하는 진단 결과 생성 시스템이 제공된다.
Priority Applications (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US17/266,098 US11995819B2 (en) | 2018-08-07 | 2019-08-07 | Diagnosis result generation system and method |
CN201980053473.9A CN112567466A (zh) | 2018-08-07 | 2019-08-07 | 诊断结果生成系统及其方法 |
JP2021505756A JP7298943B2 (ja) | 2018-08-07 | 2019-08-07 | 診断結果生成システム及び方法 |
EP19848747.2A EP3819907A4 (en) | 2018-08-07 | 2019-08-07 | SYSTEM AND METHOD FOR GENERATING DIAGNOSTIC RESULTS |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
KR1020180092030A KR102215269B1 (ko) | 2018-08-07 | 2018-08-07 | 진단 결과 생성 시스템 및 방법 |
KR10-2018-0092030 | 2018-08-07 |
Publications (2)
Publication Number | Publication Date |
---|---|
WO2020032560A2 WO2020032560A2 (ko) | 2020-02-13 |
WO2020032560A3 true WO2020032560A3 (ko) | 2020-03-26 |
Family
ID=69415506
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/KR2019/009845 WO2020032560A2 (ko) | 2018-08-07 | 2019-08-07 | 진단 결과 생성 시스템 및 방법 |
Country Status (6)
Country | Link |
---|---|
US (1) | US11995819B2 (ko) |
EP (1) | EP3819907A4 (ko) |
JP (1) | JP7298943B2 (ko) |
KR (1) | KR102215269B1 (ko) |
CN (1) | CN112567466A (ko) |
WO (1) | WO2020032560A2 (ko) |
Families Citing this family (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2022139321A1 (ko) * | 2020-12-24 | 2022-06-30 | (주)제이엘케이 | 인공지능 기반의 전립선암 병리 영상 레포트 시스템 |
KR102393957B1 (ko) | 2021-12-30 | 2022-05-03 | 서울대학교병원 | 전립선암 분석 장치 및 프로그램, 이의 동작 방법 |
Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR20080103705A (ko) * | 2007-05-25 | 2008-11-28 | 전남대학교산학협력단 | 얼굴영상을 이용한 질병분류시스템 |
KR101033416B1 (ko) * | 2009-11-30 | 2011-05-11 | 재단법인대구경북과학기술원 | 맥박 진단 로봇 시스템 및 그를 이용한 맥박 진단 방법 |
KR20120121652A (ko) * | 2011-04-27 | 2012-11-06 | 주식회사 포스코아이씨티 | 분산 처리 기반의 질병 진단 시스템 및 방법 |
KR20140104946A (ko) * | 2011-10-05 | 2014-08-29 | 시레카 테라노스틱스, 엘엘씨 | 스펙트럼 이미징에 의해 생물학적 표본을 분석하는 방법 및 시스템 |
US20140313303A1 (en) * | 2013-04-18 | 2014-10-23 | Digimarc Corporation | Longitudinal dermoscopic study employing smartphone-based image registration |
KR20180066983A (ko) * | 2016-12-11 | 2018-06-20 | 주식회사 딥바이오 | 뉴럴 네트워크를 이용한 질병의 진단 시스템 및 그 방법 |
Family Cites Families (21)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
AUPQ717700A0 (en) * | 2000-04-28 | 2000-05-18 | Canon Kabushiki Kaisha | A method of annotating an image |
JP4864548B2 (ja) * | 2005-05-31 | 2012-02-01 | 株式会社東芝 | 医療用レポート作成システム、当該システムを内蔵する超音波診断装置、医療用レポート作成プログラム |
US20100172576A1 (en) * | 2008-07-11 | 2010-07-08 | Ilia Goldfarb | Color Analyzer And Calibration Tool |
JP5321145B2 (ja) * | 2009-03-04 | 2013-10-23 | 日本電気株式会社 | 画像診断支援装置、画像診断支援方法、画像診断支援プログラム、及びその記憶媒体 |
US20120209115A1 (en) * | 2009-10-30 | 2012-08-16 | Hitachi Medical Corporation | Ultrasonic diagnostic device, method for generating image for evaluating disorder of part to be diagnosed of object, and program for generating image for evaluating disorder of part to be diagnosed of object |
US11244745B2 (en) * | 2010-01-22 | 2022-02-08 | Deka Products Limited Partnership | Computer-implemented method, system, and apparatus for electronic patient care |
KR101431745B1 (ko) * | 2012-03-06 | 2014-08-29 | 주식회사 아이벡 | 생체 중의 특정 부위에 대한 분석정보 출력방법 및 장치 |
JP5995215B2 (ja) * | 2012-05-14 | 2016-09-21 | 学校法人東京理科大学 | 癌細胞領域抽出装置、方法、及びプログラム |
BR112015002389A2 (pt) * | 2012-08-06 | 2017-07-04 | Koninklijke Philips Nv | método para transferência de registro de um evento de tratamento médico de um dispositivo de computação portátil para um computador central e sistema para transferência de um registro de evento de tratamento médico para um computador central que possui um processador, memória e monitor |
US9798918B2 (en) | 2012-10-05 | 2017-10-24 | Cireca Theranostics, Llc | Method and system for analyzing biological specimens by spectral imaging |
US10417525B2 (en) | 2014-09-22 | 2019-09-17 | Samsung Electronics Co., Ltd. | Object recognition with reduced neural network weight precision |
JP6654634B2 (ja) * | 2014-12-03 | 2020-02-26 | ベンタナ メディカル システムズ, インコーポレイテッド | 不均一なバイオマーカー分布を定量的に分析するための方法、システム及び装置 |
US9754383B1 (en) * | 2014-12-22 | 2017-09-05 | Flagship Biosciences, Inc. | Automated methods for assessment of celiac disease |
US10061972B2 (en) * | 2015-05-28 | 2018-08-28 | Tokitae Llc | Image analysis systems and related methods |
US10607343B2 (en) | 2016-10-21 | 2020-03-31 | Nantomics, Llc | Digital histopathology and microdissection |
KR101869438B1 (ko) | 2016-11-22 | 2018-06-20 | 네이버 주식회사 | 딥 러닝을 이용하여 환자의 진단 이력으로부터 질병 예후를 예측하는 방법 및 시스템 |
US11449985B2 (en) * | 2016-12-02 | 2022-09-20 | Regents Of The University Of Minnesota | Computer vision for cancerous tissue recognition |
CN111095263A (zh) * | 2017-06-26 | 2020-05-01 | 纽约州立大学研究基金会 | 用于虚拟胰造影术的系统、方法和计算机可访问介质 |
US20190108912A1 (en) * | 2017-10-05 | 2019-04-11 | Iquity, Inc. | Methods for predicting or detecting disease |
US10460150B2 (en) * | 2018-03-16 | 2019-10-29 | Proscia Inc. | Deep learning automated dermatopathology |
KR102162895B1 (ko) * | 2018-06-04 | 2020-10-07 | 주식회사 딥바이오 | 듀얼 클래스를 지원하는 질병 진단 시스템 및 그 방법 |
-
2018
- 2018-08-07 KR KR1020180092030A patent/KR102215269B1/ko active IP Right Grant
-
2019
- 2019-08-07 CN CN201980053473.9A patent/CN112567466A/zh active Pending
- 2019-08-07 EP EP19848747.2A patent/EP3819907A4/en active Pending
- 2019-08-07 WO PCT/KR2019/009845 patent/WO2020032560A2/ko unknown
- 2019-08-07 JP JP2021505756A patent/JP7298943B2/ja active Active
- 2019-08-07 US US17/266,098 patent/US11995819B2/en active Active
Patent Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR20080103705A (ko) * | 2007-05-25 | 2008-11-28 | 전남대학교산학협력단 | 얼굴영상을 이용한 질병분류시스템 |
KR101033416B1 (ko) * | 2009-11-30 | 2011-05-11 | 재단법인대구경북과학기술원 | 맥박 진단 로봇 시스템 및 그를 이용한 맥박 진단 방법 |
KR20120121652A (ko) * | 2011-04-27 | 2012-11-06 | 주식회사 포스코아이씨티 | 분산 처리 기반의 질병 진단 시스템 및 방법 |
KR20140104946A (ko) * | 2011-10-05 | 2014-08-29 | 시레카 테라노스틱스, 엘엘씨 | 스펙트럼 이미징에 의해 생물학적 표본을 분석하는 방법 및 시스템 |
US20140313303A1 (en) * | 2013-04-18 | 2014-10-23 | Digimarc Corporation | Longitudinal dermoscopic study employing smartphone-based image registration |
KR20180066983A (ko) * | 2016-12-11 | 2018-06-20 | 주식회사 딥바이오 | 뉴럴 네트워크를 이용한 질병의 진단 시스템 및 그 방법 |
Also Published As
Publication number | Publication date |
---|---|
US11995819B2 (en) | 2024-05-28 |
EP3819907A4 (en) | 2022-03-02 |
US20210327059A1 (en) | 2021-10-21 |
EP3819907A2 (en) | 2021-05-12 |
KR102215269B1 (ko) | 2021-02-15 |
WO2020032560A2 (ko) | 2020-02-13 |
JP7298943B2 (ja) | 2023-06-27 |
JP2021533473A (ja) | 2021-12-02 |
CN112567466A (zh) | 2021-03-26 |
KR20200016666A (ko) | 2020-02-17 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
EP4345744A3 (en) | Image analysis method and system | |
US11734825B2 (en) | Segmentation device and method of generating learning model | |
MX2009000269A (es) | Reconstruccion de imagen tridimensional utilizando ultrasonido doppler. | |
GB201116083D0 (en) | System and method for performing computerized simulations for image-guided procedures using a patient specific model | |
EP2733633A3 (en) | Computer-aided diagnosis method and apparatus | |
EP4343707A3 (en) | Indication-dependent display of a medical image | |
EP2413285A3 (en) | Diagnosis assisting apparatus, diagnosis assisting program, and diagnosis assisting method | |
WO2020032560A3 (ko) | 진단 결과 생성 시스템 및 방법 | |
MX365951B (es) | Tecnicas de analisis de imagenes para diagnosis de enfermedades. | |
DE602007014246D1 (de) | Verbesserung von oder im zusammenhang mit netzhaut-scans | |
NZ599301A (en) | Imaging method | |
EP2312527A3 (en) | Method for quantifying caries | |
WO2020071678A3 (ko) | 실시간으로 획득되는 위 내시경 이미지를 기반으로 위 병변을 진단하는 내시경 장치 및 방법 | |
CN107624193A (zh) | 腹腔镜和内窥镜2d/2.5d图像数据中语义分割的方法和系统 | |
DE602006003424D1 (de) | Quantifizierug auf basis virtueller läsionen | |
EP2196958A8 (en) | Image processing method, image processing apparatus, and image processing program | |
EP3115971A3 (en) | Method and apparatus for providing three-dimensional data of cloth | |
EP2442277A3 (en) | Diagnosis assisting apparatus, diagnosis assisting program, and diagnosis assisting method | |
WO2020032559A3 (ko) | 뉴럴 네트워크를 이용한 질병의 진단 시스템 및 방법 | |
EP3616596A3 (en) | Image processor, medical observation device, such as a microscope or an endoscope, and method using pseudo-color image data | |
WO2022139943A3 (en) | Machine learning for ear disease diagnosis assistance | |
Nguyen et al. | VinDr-RibCXR: A benchmark dataset for automatic segmentation and labeling of individual ribs on chest X-rays | |
WO2023220696A3 (en) | Methods and apparatus for three-dimensional reconstruction | |
TW200731954A (en) | Shape-detecting method and system thereof for a image of a tumor | |
EP3806034A1 (en) | Segmentation device |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
121 | Ep: the epo has been informed by wipo that ep was designated in this application |
Ref document number: 19848747 Country of ref document: EP Kind code of ref document: A2 |
|
ENP | Entry into the national phase |
Ref document number: 2021505756 Country of ref document: JP Kind code of ref document: A |
|
NENP | Non-entry into the national phase |
Ref country code: DE |
|
ENP | Entry into the national phase |
Ref document number: 2019848747 Country of ref document: EP Effective date: 20210205 |