JP6378701B2 - ホール・スライド画像レジストレーションおよび画像間注釈デバイス、システム、ならびに方法 - Google Patents
ホール・スライド画像レジストレーションおよび画像間注釈デバイス、システム、ならびに方法 Download PDFInfo
- Publication number
- JP6378701B2 JP6378701B2 JP2015562106A JP2015562106A JP6378701B2 JP 6378701 B2 JP6378701 B2 JP 6378701B2 JP 2015562106 A JP2015562106 A JP 2015562106A JP 2015562106 A JP2015562106 A JP 2015562106A JP 6378701 B2 JP6378701 B2 JP 6378701B2
- Authority
- JP
- Japan
- Prior art keywords
- image
- images
- registration
- digital
- tissue
- 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.)
- Active
Links
Classifications
-
- 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
- G06T7/0014—Biomedical image inspection using an image reference approach
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/22—Matching criteria, e.g. proximity measures
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T11/00—2D [Two Dimensional] image generation
- G06T11/60—Editing figures and text; Combining figures or text
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/30—Determination of transform parameters for the alignment of images, i.e. image registration
- G06T7/33—Determination of transform parameters for the alignment of images, i.e. image registration using feature-based methods
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/30—Determination of transform parameters for the alignment of images, i.e. image registration
- G06T7/38—Registration of image sequences
-
- 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
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2200/00—Indexing scheme for image data processing or generation, in general
- G06T2200/24—Indexing scheme for image data processing or generation, in general involving graphical user interfaces [GUIs]
-
- 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
- G06T2207/30024—Cell structures in vitro; Tissue sections in vitro
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- General Health & Medical Sciences (AREA)
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Quality & Reliability (AREA)
- Radiology & Medical Imaging (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Medical Informatics (AREA)
- Biomedical Technology (AREA)
- Molecular Biology (AREA)
- Data Mining & Analysis (AREA)
- Multimedia (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Evolutionary Biology (AREA)
- Bioinformatics & Computational Biology (AREA)
- General Engineering & Computer Science (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
- Image Processing (AREA)
- Medical Treatment And Welfare Office Work (AREA)
- Image Analysis (AREA)
- Apparatus For Radiation Diagnosis (AREA)
- User Interface Of Digital Computer (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201361781008P | 2013-03-14 | 2013-03-14 | |
| US61/781,008 | 2013-03-14 | ||
| PCT/EP2014/054781 WO2014140070A2 (en) | 2013-03-14 | 2014-03-12 | Whole slide image registration and cross-image annotation devices, systems and methods |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2016517559A JP2016517559A (ja) | 2016-06-16 |
| JP2016517559A5 JP2016517559A5 (enExample) | 2017-01-05 |
| JP6378701B2 true JP6378701B2 (ja) | 2018-08-22 |
Family
ID=50391142
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2015562106A Active JP6378701B2 (ja) | 2013-03-14 | 2014-03-12 | ホール・スライド画像レジストレーションおよび画像間注釈デバイス、システム、ならびに方法 |
Country Status (7)
| Country | Link |
|---|---|
| US (1) | US9818190B2 (enExample) |
| EP (1) | EP2973396B1 (enExample) |
| JP (1) | JP6378701B2 (enExample) |
| CN (1) | CN105027164B (enExample) |
| AU (1) | AU2014230809B2 (enExample) |
| CA (1) | CA2897614C (enExample) |
| WO (1) | WO2014140070A2 (enExample) |
Families Citing this family (65)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2012102779A2 (en) | 2011-01-24 | 2012-08-02 | Adey Nils B | Devices, systems, and methods for extracting a material from a material sample |
| JP5859771B2 (ja) * | 2011-08-22 | 2016-02-16 | ソニー株式会社 | 情報処理装置、情報処理システム情報処理方法及びプログラム |
| US9946953B2 (en) * | 2013-05-10 | 2018-04-17 | Koninklijke Philips N.V. | Apparatus and method for processing images of tissue samples |
| JP6499643B2 (ja) | 2013-10-01 | 2019-04-10 | ベンタナ メディカル システムズ, インコーポレイテッド | ラインベースの画像位置合わせ及び交差画像注釈デバイス、システム、及び方法 |
| TW201520906A (zh) * | 2013-11-29 | 2015-06-01 | Univ Nat Taiwan Science Tech | 影像註冊方法 |
| US9547898B2 (en) * | 2014-03-26 | 2017-01-17 | Sectra Ab | Automated cytology/histology viewers and related methods |
| WO2015189264A1 (en) | 2014-06-10 | 2015-12-17 | Ventana Medical Systems, Inc. | Predicting breast cancer recurrence directly from image features computed from digitized immunohistopathology tissue slides |
| AU2015357091A1 (en) | 2014-12-03 | 2017-04-27 | Ventana Medical Systems, Inc. | Systems and methods for early-stage cancer prognosis |
| AU2015373423A1 (en) | 2014-12-30 | 2017-05-18 | Ventana Medical Systems, Inc. | Systems and methods for co-expression analysis in immunoscore computation |
| CA2973645C (en) * | 2015-01-31 | 2020-09-15 | F. Hoffmann-La Roche Ag | Systems and methods for meso-dissection |
| CN115493907A (zh) * | 2015-01-31 | 2022-12-20 | 豪夫迈·罗氏有限公司 | 用于中间解剖的系统和方法 |
| WO2017009337A1 (en) * | 2015-07-16 | 2017-01-19 | Koninklijke Philips N.V. | Information transformation in digital pathology |
| KR101706620B1 (ko) * | 2016-02-26 | 2017-02-20 | (주)인스페이스 | 영상 보정 장치 및 방법 |
| US10489633B2 (en) | 2016-09-27 | 2019-11-26 | Sectra Ab | Viewers and related methods, systems and circuits with patch gallery user interfaces |
| WO2018065434A1 (en) * | 2016-10-07 | 2018-04-12 | Ventana Medical Systems, Inc. | Digital pathology system and associated workflow for providing visualized whole-slide image analysis |
| JP7059295B2 (ja) | 2016-11-09 | 2022-04-25 | エフ.ホフマン-ラ ロシュ アーゲー | 自動化された組織ダイセクション機器、およびそれを用いる方法 |
| WO2018104342A1 (en) * | 2016-12-08 | 2018-06-14 | Koninklijke Philips N.V. | Learning annotation of objects in image |
| US10663711B2 (en) | 2017-01-04 | 2020-05-26 | Corista, LLC | Virtual slide stage (VSS) method for viewing whole slide images |
| US10152571B1 (en) | 2017-05-25 | 2018-12-11 | Enlitic, Inc. | Chest x-ray differential diagnosis system |
| US11080855B1 (en) | 2017-06-06 | 2021-08-03 | Path AI, Inc. | Systems and methods for predicting tissue characteristics for a pathology image using a statistical model |
| EP3639191B2 (en) | 2017-06-15 | 2024-07-17 | Visiopharm A/S | Method for training a deep learning model to obtain histopathological information from images |
| CN110944571B (zh) * | 2017-08-11 | 2023-09-29 | 卡尔蔡司医疗技术公司 | 用于改进眼科成像的系统和方法 |
| US10824847B2 (en) * | 2017-12-15 | 2020-11-03 | Verily Life Sciences Llc | Generating virtually stained images of unstained samples |
| USD875753S1 (en) * | 2018-03-06 | 2020-02-18 | Ventana Medical Systems, Inc. | Display screen or portion thereof with graphical user interface for biological slide scanning |
| WO2019172890A1 (en) * | 2018-03-06 | 2019-09-12 | Google Llc | Adaptive image alignment using locally optimal transformations |
| AU2019275232B2 (en) * | 2018-05-21 | 2024-08-15 | Corista, LLC | Multi-sample whole slide image processing via multi-resolution registration |
| TWI664424B (zh) * | 2018-05-30 | 2019-07-01 | 國立臺灣科技大學 | 應用於協助癌症診斷的跨染色及多生物標記方法 |
| WO2020081343A1 (en) | 2018-10-15 | 2020-04-23 | Ventana Medical Systems, Inc. | Systems and methods for cell classification |
| CN113348356A (zh) | 2018-11-20 | 2021-09-03 | 文塔纳医疗系统公司 | 用于针对形态学特征和生物标志物表达而制备和分析细胞样品的方法和系统 |
| US11457871B2 (en) | 2018-11-21 | 2022-10-04 | Enlitic, Inc. | Medical scan artifact detection system and methods for use therewith |
| US11145059B2 (en) | 2018-11-21 | 2021-10-12 | Enlitic, Inc. | Medical scan viewing system with enhanced training and methods for use therewith |
| US11282198B2 (en) | 2018-11-21 | 2022-03-22 | Enlitic, Inc. | Heat map generating system and methods for use therewith |
| US10943681B2 (en) | 2018-11-21 | 2021-03-09 | Enlitic, Inc. | Global multi-label generating system |
| CN109712176A (zh) * | 2018-11-28 | 2019-05-03 | 众安信息技术服务有限公司 | 一种多序列图像的标注方法及系统 |
| US10803594B2 (en) * | 2018-12-31 | 2020-10-13 | Beijing Didi Infinity Technology And Development Co., Ltd. | Method and system of annotation densification for semantic segmentation |
| CN113678142B (zh) * | 2019-04-11 | 2025-10-03 | 安捷伦科技有限公司 | 基于深度学习的经由回归层的实例分割训练 |
| CN110246116B (zh) * | 2019-04-24 | 2020-12-25 | 创新工场(北京)企业管理股份有限公司 | 数字病理切片由he染色到ihc染色的计算机自动生成方法 |
| WO2020227710A1 (en) * | 2019-05-09 | 2020-11-12 | H. Lee Moffitt Cancer Center And Research Institute, Inc. | Systems and methods for slide image alignment |
| EP3761032A1 (en) | 2019-07-03 | 2021-01-06 | Xyall B.V. | Determining region(s) for tissue dissection in pathology slides |
| EP4014172A4 (en) * | 2019-08-15 | 2023-07-19 | Advanced Solutions Life Sciences, LLC | SYSTEMS AND METHODS FOR AUTOMATING BIOLOGICAL STRUCTURE IDENTIFICATION USING MACHINE LEARNING |
| CN110659640B (zh) * | 2019-09-27 | 2021-11-30 | 深圳市商汤科技有限公司 | 文本序列的识别方法及装置、电子设备和存储介质 |
| US11354804B1 (en) | 2019-09-27 | 2022-06-07 | Verily Life Sciences Llc | Transforming multispectral images to enhanced resolution images enabled by machine learning |
| US11462315B2 (en) | 2019-11-26 | 2022-10-04 | Enlitic, Inc. | Medical scan co-registration and methods for use therewith |
| CN111062977B (zh) * | 2019-12-13 | 2021-05-04 | 推想医疗科技股份有限公司 | 样本数据生成方法、装置、计算机设备及存储介质 |
| CN111180048B (zh) * | 2019-12-30 | 2024-02-06 | 上海镜观生物科技有限公司 | 肿瘤成分标注方法、装置、设备及存储介质 |
| CN111260699B (zh) * | 2019-12-30 | 2024-02-06 | 上海镜观生物科技有限公司 | 高清病理影像配准方法、装置、设备及存储介质 |
| WO2021202482A1 (en) * | 2020-03-30 | 2021-10-07 | Verily Life Sciences Llc | Artificial intelligence-based assistant for concurrent review of needle core prostate biopsies |
| US11620831B2 (en) * | 2020-04-29 | 2023-04-04 | Toyota Research Institute, Inc. | Register sets of low-level features without data association |
| US12061994B2 (en) | 2020-08-11 | 2024-08-13 | Enlitic, Inc. | Inference process visualization system for medical scans |
| WO2022036086A1 (en) | 2020-08-13 | 2022-02-17 | Ventana Medical Systems, Inc. | Machine learning models for cell localization and classification learned using repel coding |
| JP7656691B2 (ja) * | 2020-08-24 | 2025-04-03 | ヴェンタナ メディカル システムズ, インク. | 幾何学的特徴を使用するホールスライド注釈転送 |
| US11669678B2 (en) | 2021-02-11 | 2023-06-06 | Enlitic, Inc. | System with report analysis and methods for use therewith |
| JP2022135392A (ja) * | 2021-03-05 | 2022-09-15 | コニカミノルタ株式会社 | 医用情報管理装置、医用情報管理方法および医用情報管理プログラム |
| EP4374210A4 (en) * | 2021-07-23 | 2025-06-04 | Genomic Health, Inc. | SYSTEMS AND METHODS FOR TRANSFERRING MARKINGS |
| WO2023043709A1 (en) | 2021-09-17 | 2023-03-23 | Ventana Medical Systems, Inc. | Machine-learning techniques for predicting phenotypes in duplex digital pathology images |
| US12136484B2 (en) | 2021-11-05 | 2024-11-05 | Altis Labs, Inc. | Method and apparatus utilizing image-based modeling in healthcare |
| US20250022149A1 (en) * | 2021-11-08 | 2025-01-16 | H. Lee Moffitt Cancer Center And Research Institute, Inc. | Virtual alignment of pathology image series |
| CN118414640A (zh) | 2021-12-23 | 2024-07-30 | 文塔纳医疗系统公司 | 数字病理学中深度学习模型的对抗鲁棒性 |
| US20250166795A1 (en) * | 2022-01-26 | 2025-05-22 | Koninklijke Philips N.V. | Smart annotation tool for pathological structures in brain scans |
| WO2023250094A1 (en) | 2022-06-23 | 2023-12-28 | Ventana Medical Systems, Inc. | Adaptive learning framework for digital pathology |
| JP2025541735A (ja) | 2022-12-02 | 2025-12-23 | ヴェンタナ メディカル システムズ, インク. | デジタル病理画像におけるコンセンサスラベリング |
| US12217837B2 (en) | 2023-05-09 | 2025-02-04 | Pramana, Inc. | Systems and methods for digitization of tissue slides based on associations among serial sections |
| US12380578B2 (en) | 2023-06-16 | 2025-08-05 | Pramana, Inc. | Apparatus and a method for on-demand registration of whole slide images |
| EP4549944A1 (en) * | 2023-10-30 | 2025-05-07 | Checkcells, Inc. | Methods, systems and devices for testing biological sample |
| US12023817B1 (en) | 2023-11-14 | 2024-07-02 | Pramana, Inc. | System and method for a slide marking technique for target tissue extraction and downstream application |
Family Cites Families (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6061476A (en) * | 1997-11-24 | 2000-05-09 | Cognex Corporation | Method and apparatus using image subtraction and dynamic thresholding |
| JP2000342558A (ja) * | 1999-06-04 | 2000-12-12 | Konica Corp | 画像の位置合わせ処理装置及び画像間演算処理装置 |
| US7171030B2 (en) * | 2000-11-30 | 2007-01-30 | University Of Medicine & Denistry Of New Jersey | Systems for analyzing microtissue arrays |
| WO2008108059A1 (ja) * | 2007-03-01 | 2008-09-12 | Nec Corporation | 乳癌病理画像診断支援システム、乳癌病理画像診断支援方法、乳癌病理画像診断支援プログラム、及び、乳癌病理画像診断支援プログラムを記録した記録媒体 |
| US7787810B2 (en) * | 2007-07-27 | 2010-08-31 | Xerox Corporation | Active station adaptive image registration |
| US8787651B2 (en) * | 2010-09-28 | 2014-07-22 | Flagship Biosciences, LLC | Methods for feature analysis on consecutive tissue sections |
| CN102298779B (zh) * | 2011-08-16 | 2013-08-21 | 淮安盈科伟力科技有限公司 | 全景辅助泊车系统的图像配准方法 |
| US8605972B2 (en) | 2012-03-02 | 2013-12-10 | Sony Corporation | Automatic image alignment |
| JP5999359B2 (ja) * | 2013-01-30 | 2016-09-28 | 富士ゼロックス株式会社 | 画像処理装置及び画像処理プログラム |
-
2014
- 2014-03-12 WO PCT/EP2014/054781 patent/WO2014140070A2/en not_active Ceased
- 2014-03-12 US US14/775,582 patent/US9818190B2/en active Active
- 2014-03-12 EP EP14713778.0A patent/EP2973396B1/en active Active
- 2014-03-12 AU AU2014230809A patent/AU2014230809B2/en not_active Expired - Fee Related
- 2014-03-12 JP JP2015562106A patent/JP6378701B2/ja active Active
- 2014-03-12 CN CN201480014173.7A patent/CN105027164B/zh active Active
- 2014-03-12 CA CA2897614A patent/CA2897614C/en active Active
Also Published As
| Publication number | Publication date |
|---|---|
| US20160019695A1 (en) | 2016-01-21 |
| CA2897614A1 (en) | 2014-09-18 |
| AU2014230809B2 (en) | 2019-05-02 |
| JP2016517559A (ja) | 2016-06-16 |
| CN105027164A (zh) | 2015-11-04 |
| WO2014140070A3 (en) | 2014-11-27 |
| WO2014140070A2 (en) | 2014-09-18 |
| US9818190B2 (en) | 2017-11-14 |
| EP2973396B1 (en) | 2018-10-10 |
| CA2897614C (en) | 2019-05-28 |
| AU2014230809A1 (en) | 2015-07-23 |
| EP2973396A2 (en) | 2016-01-20 |
| CN105027164B (zh) | 2018-05-18 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| JP6378701B2 (ja) | ホール・スライド画像レジストレーションおよび画像間注釈デバイス、システム、ならびに方法 | |
| US12211169B2 (en) | Line-based image registration and cross-image annotation devices, systems and methods | |
| US11681418B2 (en) | Multi-sample whole slide image processing in digital pathology via multi-resolution registration and machine learning | |
| JP7425145B2 (ja) | 包括的なマルチアッセイ組織分析のためのシステムおよび方法 | |
| AU2020271905A1 (en) | Deep learning based training of instance segmentation via regression layers | |
| EP3633543A1 (en) | System and method for reviewing and analyzing cytological specimens |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20161114 |
|
| A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20161114 |
|
| A977 | Report on retrieval |
Free format text: JAPANESE INTERMEDIATE CODE: A971007 Effective date: 20171214 |
|
| A131 | Notification of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A131 Effective date: 20171221 |
|
| A601 | Written request for extension of time |
Free format text: JAPANESE INTERMEDIATE CODE: A601 Effective date: 20180322 |
|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20180608 |
|
| TRDD | Decision of grant or rejection written | ||
| A01 | Written decision to grant a patent or to grant a registration (utility model) |
Free format text: JAPANESE INTERMEDIATE CODE: A01 Effective date: 20180628 |
|
| A61 | First payment of annual fees (during grant procedure) |
Free format text: JAPANESE INTERMEDIATE CODE: A61 Effective date: 20180727 |
|
| R150 | Certificate of patent or registration of utility model |
Ref document number: 6378701 Country of ref document: JP Free format text: JAPANESE INTERMEDIATE CODE: R150 |
|
| R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
| R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
| R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
| R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |
|
| R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |