CA2890964C - Image analysis for breast cancer prognosis - Google Patents
Image analysis for breast cancer prognosis Download PDFInfo
- Publication number
- CA2890964C CA2890964C CA2890964A CA2890964A CA2890964C CA 2890964 C CA2890964 C CA 2890964C CA 2890964 A CA2890964 A CA 2890964A CA 2890964 A CA2890964 A CA 2890964A CA 2890964 C CA2890964 C CA 2890964C
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- breast cancer
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Classifications
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- 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
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
- G01N33/50—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
- G01N33/53—Immunoassay; Biospecific binding assay; Materials therefor
- G01N33/575—Immunoassay; Biospecific binding assay; Materials therefor for cancer
- G01N33/57515—Immunoassay; Biospecific binding assay; Materials therefor for cancer of the breast
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
- G16B30/00—ICT specially adapted for sequence analysis involving nucleotides or amino acids
-
- 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
- G16H30/20—ICT specially adapted for the handling or processing of medical images for handling medical images, e.g. DICOM, HL7 or PACS
-
- 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
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2800/00—Detection or diagnosis of diseases
- G01N2800/52—Predicting or monitoring the response to treatment, e.g. for selection of therapy based on assay results in personalised medicine; Prognosis
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2800/00—Detection or diagnosis of diseases
- G01N2800/54—Determining the risk of relapse
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- Health & Medical Sciences (AREA)
- Engineering & Computer Science (AREA)
- Life Sciences & Earth Sciences (AREA)
- Medical Informatics (AREA)
- General Health & Medical Sciences (AREA)
- Public Health (AREA)
- Biomedical Technology (AREA)
- Physics & Mathematics (AREA)
- Chemical & Material Sciences (AREA)
- Immunology (AREA)
- Primary Health Care (AREA)
- Epidemiology (AREA)
- Pathology (AREA)
- Analytical Chemistry (AREA)
- Biotechnology (AREA)
- Urology & Nephrology (AREA)
- Molecular Biology (AREA)
- Hematology (AREA)
- Data Mining & Analysis (AREA)
- Databases & Information Systems (AREA)
- Proteomics, Peptides & Aminoacids (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Radiology & Medical Imaging (AREA)
- Theoretical Computer Science (AREA)
- Spectroscopy & Molecular Physics (AREA)
- Evolutionary Biology (AREA)
- Biophysics (AREA)
- Bioinformatics & Computational Biology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Cell Biology (AREA)
- Microbiology (AREA)
- Food Science & Technology (AREA)
- Medicinal Chemistry (AREA)
- General Physics & Mathematics (AREA)
- Biochemistry (AREA)
- Investigating Or Analysing Biological Materials (AREA)
- Investigating Or Analysing Materials By Optical Means (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201261747148P | 2012-12-28 | 2012-12-28 | |
| US61/747,148 | 2012-12-28 | ||
| PCT/EP2013/077295 WO2014102130A1 (en) | 2012-12-28 | 2013-12-19 | Image analysis for breast cancer prognosis |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CA2890964A1 CA2890964A1 (en) | 2014-07-03 |
| CA2890964C true CA2890964C (en) | 2023-07-25 |
Family
ID=49917058
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CA2890964A Active CA2890964C (en) | 2012-12-28 | 2013-12-19 | Image analysis for breast cancer prognosis |
Country Status (8)
| Country | Link |
|---|---|
| US (2) | US11211167B2 (enExample) |
| EP (1) | EP2939026B1 (enExample) |
| JP (1) | JP6405319B2 (enExample) |
| AU (1) | AU2013369439B2 (enExample) |
| CA (1) | CA2890964C (enExample) |
| DK (1) | DK2939026T3 (enExample) |
| ES (1) | ES2639559T3 (enExample) |
| WO (1) | WO2014102130A1 (enExample) |
Families Citing this family (48)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP3508854A1 (en) | 2010-04-27 | 2019-07-10 | The Regents of The University of California | Cancer biomarkers and methods of use thereof |
| US20140323325A1 (en) * | 2013-03-06 | 2014-10-30 | Marc Beal | Molecular imaging 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 |
| EP3227833B1 (en) * | 2014-12-03 | 2024-12-25 | Ventana Medical Systems, Inc. | Systems and methods for early-stage cancer prognosis |
| US10672505B2 (en) | 2015-06-03 | 2020-06-02 | General Electric Company | Biological data annotation and visualization |
| US9953133B2 (en) | 2015-06-03 | 2018-04-24 | General Electric Company | Biological data annotation and visualization |
| US9613254B1 (en) | 2015-09-30 | 2017-04-04 | General Electric Company | Quantitative in situ characterization of heterogeneity in biological samples |
| US20170234874A1 (en) * | 2015-10-07 | 2017-08-17 | Clearbridge Biophotonics Pte Ltd. | Integrated visual morphology and cell protein expression using resonance-light scattering |
| EP3555622B1 (en) * | 2016-12-19 | 2023-02-22 | Ventana Medical Systems, Inc. | Methods and systems for quantitative immunohistochemistry |
| CN110678934A (zh) * | 2017-06-02 | 2020-01-10 | 皇家飞利浦有限公司 | 医学图像中的病变的定量方面 |
| CN107271671A (zh) * | 2017-06-05 | 2017-10-20 | 龚畅 | 一种预测er(+)乳腺癌新辅助化疗效果的试剂盒和系统 |
| US10586376B2 (en) * | 2017-06-13 | 2020-03-10 | Optrascan, Inc. | Automated method of predicting efficacy of immunotherapy approaches |
| RU2664671C1 (ru) * | 2017-07-28 | 2018-08-21 | Федеральное государственное бюджетное учреждение "Национальный медицинский исследовательский центр онкологии имени Н.Н. Петрова" Министерства здравоохранения Российской Федерации | Способ прогноза рака молочной железы |
| CN111448584B (zh) | 2017-12-05 | 2023-09-26 | 文塔纳医疗系统公司 | 计算肿瘤空间和标记间异质性的方法 |
| CN111448569B (zh) * | 2017-12-06 | 2023-09-26 | 文塔纳医疗系统公司 | 存储和检索数字病理学分析结果的方法 |
| US11568657B2 (en) | 2017-12-06 | 2023-01-31 | Ventana Medical Systems, Inc. | Method of storing and retrieving digital pathology analysis results |
| CN111417958B (zh) | 2017-12-07 | 2025-02-25 | 文塔纳医疗系统公司 | 用于生物图像中的联合细胞和区域分类的深度学习系统和方法 |
| EP3729369A2 (en) | 2017-12-24 | 2020-10-28 | Ventana Medical Systems, Inc. | Computational pathology approach for retrospective analysis of tissue-based companion diagnostic driven clinical trial studies |
| US11621058B2 (en) * | 2018-02-08 | 2023-04-04 | Ohio State Innovation Foundation | Synthetic IHC-stained digital sides generated using artificial neural networks |
| WO2019197509A1 (en) | 2018-04-13 | 2019-10-17 | Ventana Medical Systems, Inc. | Systems for cell shape estimation |
| EP3830742B1 (en) | 2018-07-27 | 2025-02-26 | Ventana Medical Systems, Inc. | Systems for automated in situ hybridization analysis |
| EP3844771A1 (en) | 2018-08-31 | 2021-07-07 | Ventana Medical Systems, Inc. | Contextually adaptive digital pathology interface |
| EP3850368A4 (en) * | 2018-09-14 | 2022-11-23 | Prelude Corporation | PROCEDURE FOR SELECTING THE TREATMENT OF SUBJECTS AT RISK FOR INVASIVE BREAST CANCER |
| WO2020081343A1 (en) | 2018-10-15 | 2020-04-23 | Ventana Medical Systems, Inc. | Systems and methods for cell classification |
| CN120148643A (zh) * | 2018-12-19 | 2025-06-13 | 匹兹堡大学高等教育联邦体系 | 用于原位或体外多参数细胞和亚细胞成像数据的计算系统病理学空间分析平台 |
| EP3924722B1 (en) | 2019-02-13 | 2025-09-17 | Ventana Medical Systems, Inc. | Systems and methods for computing the contributions of autofluorescence in multichannel images |
| US12175660B2 (en) * | 2019-02-15 | 2024-12-24 | Konica Minolta, Inc. | Method, device, and program for obtaining information from tissue sections for pathological diagnosis support |
| US11726757B2 (en) * | 2019-08-14 | 2023-08-15 | Nvidia Corporation | Processor for performing dynamic programming according to an instruction, and a method for configuring a processor for dynamic programming via an instruction |
| CN114270174B (zh) | 2019-08-28 | 2026-03-10 | 文塔纳医疗系统公司 | 使用振动光谱对生物标志物表达进行无标记评估 |
| EP4028990A1 (en) * | 2019-09-09 | 2022-07-20 | PAIGE.AI, Inc. | Systems and methods for processing images of slides to infer biomarkers |
| CN110853022B (zh) | 2019-11-14 | 2020-11-06 | 腾讯科技(深圳)有限公司 | 病理切片图像的处理方法、装置、系统及存储介质 |
| CN114945941B (zh) | 2020-01-19 | 2025-11-28 | 文塔纳医疗系统公司 | 用于支持肿瘤检测和分析的非肿瘤分割 |
| EP4104093A1 (en) | 2020-02-11 | 2022-12-21 | Ventana Medical Systems, Inc. | Federated learning system for training machine learning algorithms and maintaining patient privacy |
| US20210287801A1 (en) * | 2020-03-11 | 2021-09-16 | Biosyntagma, Inc. | Method for predicting disease state, therapeutic response, and outcomes by spatial biomarkers |
| WO2021188617A1 (en) * | 2020-03-18 | 2021-09-23 | Sanofi | Systems and methods for predicting expression levels |
| US11508066B2 (en) * | 2020-08-13 | 2022-11-22 | PAIGE.AI, Inc. | Systems and methods to process electronic images for continuous biomarker prediction |
| DE102020211271A1 (de) * | 2020-09-08 | 2022-03-10 | Siemens Healthcare Gmbh | Erzeugung eines Biomarkers quantifizierend eine räumliche Homogenität einer medizinischen Parameterkarte |
| CN116710131A (zh) * | 2020-09-22 | 2023-09-05 | 文塔纳医疗系统公司 | 使用表皮调节素和双调蛋白来预测对表皮生长因子受体定向疗法的反应 |
| CN112801939B (zh) * | 2020-12-31 | 2022-07-22 | 杭州迪英加科技有限公司 | 一种用于提高病理图像ki67指标准确性的方法 |
| WO2022264545A1 (ja) * | 2021-06-17 | 2022-12-22 | コニカミノルタ株式会社 | 定量方法および標識方法 |
| CN113970638B (zh) * | 2021-10-24 | 2023-02-03 | 清华大学 | 确定胃癌极早期发生风险及评估胃癌前病变进展风险的分子标志及其在诊断试剂盒中的应用 |
| WO2024035612A1 (en) * | 2022-08-08 | 2024-02-15 | Ventana Medical Systems, Inc. | System and method for quantification of digitized pathology slides |
| WO2024178422A1 (en) * | 2023-02-24 | 2024-08-29 | Ohio State Innovation Foundation | Novel image-based metrics of her2 heterogeneity |
| WO2024259271A2 (en) * | 2023-06-15 | 2024-12-19 | New York University | Systems, methods and computer-accessible medium for determining and/or analysing cancer outcome(s) and/or treatment responses |
| WO2025014787A1 (en) * | 2023-07-07 | 2025-01-16 | Ventana Medical Systems, Inc. | Brightfield triplex immunohistochemistry assay for evaluating the colocalization of the er, pr, and ki-67 biomarkers in cells |
| WO2025106811A1 (en) * | 2023-11-15 | 2025-05-22 | 4D Path Inc. | Systems and methods for image-based disease characterization |
| KR20250156974A (ko) | 2024-04-26 | 2025-11-04 | 사회복지법인 삼성생명공익재단 | 딥러닝 모델을 이용한 종양 미세환경 예측 방법 및 분석장치 |
| TWI900356B (zh) * | 2024-12-03 | 2025-10-01 | 國立中央大學 | 建立組織微陣列影像模型以及使用該模型判定組織型態的方法 |
Family Cites Families (12)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US4444487A (en) | 1979-07-02 | 1984-04-24 | Xerox Corporation | Multiple-flash fuser |
| GB8308235D0 (en) | 1983-03-25 | 1983-05-05 | Celltech Ltd | Polypeptides |
| US4816567A (en) | 1983-04-08 | 1989-03-28 | Genentech, Inc. | Recombinant immunoglobin preparations |
| US4745055A (en) | 1985-05-07 | 1988-05-17 | California Biotechnology Inc. | Fused protein for enzyme immunoassay system |
| DE3751908T2 (de) | 1986-07-07 | 1997-02-06 | Centocor Inc | Chimärisches Murine-Mensch-Immunoglobulin, spezifisch für tumorassoziertes 17-1A Antigen |
| GB8626412D0 (en) | 1986-11-05 | 1986-12-03 | Clark M R | Antibodies |
| US6283761B1 (en) | 1992-09-08 | 2001-09-04 | Raymond Anthony Joao | Apparatus and method for processing and/or for providing healthcare information and/or healthcare-related information |
| GB0229734D0 (en) | 2002-12-23 | 2003-01-29 | Qinetiq Ltd | Grading oestrogen and progesterone receptors expression |
| US20050136549A1 (en) | 2003-10-30 | 2005-06-23 | Bioimagene, Inc. | Method and system for automatically determining diagnostic saliency of digital images |
| US8787651B2 (en) * | 2010-09-28 | 2014-07-22 | Flagship Biosciences, LLC | Methods for feature analysis on consecutive tissue sections |
| US9286672B2 (en) * | 2012-01-10 | 2016-03-15 | Rutgers, The State University Of New Jersey | Integrated multivariate image-based method for disease outcome predicition |
| JP2013200287A (ja) | 2012-03-26 | 2013-10-03 | Kawasaki Gakuen | Ki−67インデックス算定二重染色法を用いた陽性率測定方法 |
-
2013
- 2013-12-19 ES ES13815724.3T patent/ES2639559T3/es active Active
- 2013-12-19 WO PCT/EP2013/077295 patent/WO2014102130A1/en not_active Ceased
- 2013-12-19 DK DK13815724.3T patent/DK2939026T3/en active
- 2013-12-19 CA CA2890964A patent/CA2890964C/en active Active
- 2013-12-19 EP EP13815724.3A patent/EP2939026B1/en active Active
- 2013-12-19 US US14/653,831 patent/US11211167B2/en active Active
- 2013-12-19 JP JP2015550033A patent/JP6405319B2/ja active Active
- 2013-12-19 AU AU2013369439A patent/AU2013369439B2/en active Active
-
2021
- 2021-10-28 US US17/512,812 patent/US20220051804A1/en active Pending
Also Published As
| Publication number | Publication date |
|---|---|
| US20150347702A1 (en) | 2015-12-03 |
| US11211167B2 (en) | 2021-12-28 |
| AU2013369439B2 (en) | 2019-01-17 |
| US20220051804A1 (en) | 2022-02-17 |
| WO2014102130A1 (en) | 2014-07-03 |
| CA2890964A1 (en) | 2014-07-03 |
| JP6405319B2 (ja) | 2018-10-17 |
| DK2939026T3 (en) | 2017-09-11 |
| JP2016503167A (ja) | 2016-02-01 |
| ES2639559T3 (es) | 2017-10-27 |
| AU2013369439A1 (en) | 2015-05-28 |
| EP2939026A1 (en) | 2015-11-04 |
| EP2939026B1 (en) | 2017-07-05 |
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Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| EEER | Examination request |
Effective date: 20181204 |
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| EEER | Examination request |
Effective date: 20181204 |
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| EEER | Examination request |
Effective date: 20181204 |
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| EEER | Examination request |
Effective date: 20181204 |
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| EEER | Examination request |
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| EEER | Examination request |
Effective date: 20181204 |