CN111512381B - 用于癌症概率的库筛选 - Google Patents
用于癌症概率的库筛选 Download PDFInfo
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- CN111512381B CN111512381B CN201880083387.8A CN201880083387A CN111512381B CN 111512381 B CN111512381 B CN 111512381B CN 201880083387 A CN201880083387 A CN 201880083387A CN 111512381 B CN111512381 B CN 111512381B
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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
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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
- G16H50/70—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
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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
- G16H50/50—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for simulation or modelling of medical disorders
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
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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
- 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
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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
- G16H15/00—ICT specially adapted for medical reports, e.g. generation or transmission thereof
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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
- G16H50/20—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
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- 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
- G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
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- Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Public Health (AREA)
- Medical Informatics (AREA)
- Biomedical Technology (AREA)
- Primary Health Care (AREA)
- General Health & Medical Sciences (AREA)
- Epidemiology (AREA)
- Data Mining & Analysis (AREA)
- Pathology (AREA)
- Databases & Information Systems (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- Software Systems (AREA)
- Mathematical Physics (AREA)
- General Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Computing Systems (AREA)
- Evolutionary Computation (AREA)
- Computational Linguistics (AREA)
- Artificial Intelligence (AREA)
- Investigating Or Analysing Biological Materials (AREA)
- Medical Treatment And Welfare Office Work (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US15/864,278 US10692605B2 (en) | 2018-01-08 | 2018-01-08 | Library screening for cancer probability |
| US15/864,278 | 2018-01-08 | ||
| PCT/IB2018/060485 WO2019135143A1 (en) | 2018-01-08 | 2018-12-21 | Library screening for cancer probability |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN111512381A CN111512381A (zh) | 2020-08-07 |
| CN111512381B true CN111512381B (zh) | 2024-03-29 |
Family
ID=67139162
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201880083387.8A Active CN111512381B (zh) | 2018-01-08 | 2018-12-21 | 用于癌症概率的库筛选 |
Country Status (6)
| Country | Link |
|---|---|
| US (3) | US10692605B2 (https=) |
| JP (1) | JP7195514B2 (https=) |
| CN (1) | CN111512381B (https=) |
| DE (1) | DE112018005891T5 (https=) |
| GB (1) | GB2583310A (https=) |
| WO (1) | WO2019135143A1 (https=) |
Families Citing this family (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20190060710A1 (en) * | 2017-08-18 | 2019-02-28 | Government Of The United States, As Represented By The Secretary Of The Air Force | Systems and Methods for Predicting and Optimizing Performance |
| US10692605B2 (en) | 2018-01-08 | 2020-06-23 | International Business Machines Corporation | Library screening for cancer probability |
| US11450434B2 (en) * | 2018-12-20 | 2022-09-20 | HVH Precision Analytics LLC | Implementation of machine-learning based query construction and pattern identification through visualization in user interfaces |
| US12494293B2 (en) * | 2020-10-20 | 2025-12-09 | Hewlett-Packard Development Company, L.P. | Conveying aggregate psychological states of multiple individuals |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101743327A (zh) * | 2007-05-24 | 2010-06-16 | 环太平洋生物技术有限公司 | 黑色素瘤的预后预测 |
| CN103843030A (zh) * | 2011-09-30 | 2014-06-04 | 尤尼维公司 | 用于从多个来源产生保健相关经验证预测模型的方法 |
| CN106169096A (zh) * | 2016-06-24 | 2016-11-30 | 山西大学 | 一种机器学习系统学习性能的评估方法 |
| CN107408143A (zh) * | 2014-12-16 | 2017-11-28 | L.I.A.迪朱塞佩·卡帕索公司 | 适于采用诊断适当性标准来确定用于识别病变的诊断试验的最佳顺序的医疗鉴别诊断装置 |
| CN107403072A (zh) * | 2017-08-07 | 2017-11-28 | 北京工业大学 | 一种基于机器学习的2型糖尿病预测预警方法 |
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| EP0880598A4 (en) * | 1996-01-23 | 2005-02-23 | Affymetrix Inc | RAPID EVALUATION OF NUCLEIC ACID ABUNDANCE DIFFERENCE, WITH A HIGH-DENSITY OLIGONUCLEOTIDE SYSTEM |
| US6714925B1 (en) * | 1999-05-01 | 2004-03-30 | Barnhill Technologies, Llc | System for identifying patterns in biological data using a distributed network |
| US6839661B2 (en) * | 2000-12-15 | 2005-01-04 | Medispectra, Inc. | System for normalizing spectra |
| US8898021B2 (en) * | 2001-02-02 | 2014-11-25 | Mark W. Perlin | Method and system for DNA mixture analysis |
| US8478534B2 (en) * | 2003-06-11 | 2013-07-02 | The Research Foundation For The State University Of New York | Method for detecting discriminatory data patterns in multiple sets of data and diagnosing disease |
| US20050277137A1 (en) * | 2003-08-15 | 2005-12-15 | University Of Pittsburgh | Diagnostic multimarker serological profiling |
| US20060183131A1 (en) | 2004-01-27 | 2006-08-17 | Amir Toporik | Novel nucleotide and amino acid sequences, and assays and methods of use thereof for diagnosis of breast cancer |
| US7689016B2 (en) * | 2005-05-27 | 2010-03-30 | Stoecker & Associates, A Subsidiary Of The Dermatology Center, Llc | Automatic detection of critical dermoscopy features for malignant melanoma diagnosis |
| US7972770B2 (en) | 2005-08-16 | 2011-07-05 | Memorial Sloan-Kettering Cancer Center | Methods of detection of cancer using peptide profiles |
| CA2631621C (en) | 2005-11-29 | 2019-08-06 | Cambridge Enterprise Limited | Markers for breast cancer including rs2981582 |
| EP2061885A4 (en) | 2006-09-15 | 2011-03-09 | Univ Mcgill | STROMA-DERIVED PREDICTOR FOR BREAST CANCER |
| JP5235297B2 (ja) | 2006-11-30 | 2013-07-10 | サンデン株式会社 | 物品搬送収納機構 |
| AU2008236634A1 (en) * | 2007-04-05 | 2008-10-16 | Aureon Laboratories, Inc. | Systems and methods for treating, diagnosing and predicting the occurrence of a medical condition |
| EP2142670A1 (en) | 2007-04-05 | 2010-01-13 | Source Precision Medicine, Inc. | Gene expression profiling for identification, monitoring, and treatment of breast cancer |
| EP2156191A2 (en) * | 2007-06-15 | 2010-02-24 | Smithkline Beecham Corporation | Methods and kits for predicting treatment response in type ii diabetes mellitus patients |
| JP5592802B2 (ja) * | 2008-01-25 | 2014-09-17 | セラノスティクス ラボラトリー | 薬物応答を評価するための方法および組成物 |
| JP5502346B2 (ja) * | 2009-03-09 | 2014-05-28 | 富士フイルム株式会社 | 症例画像登録装置、方法およびプログラムならびに症例画像検索装置、方法、プログラムおよびシステム |
| US20120066163A1 (en) * | 2010-09-13 | 2012-03-15 | Nottingham Trent University | Time to event data analysis method and system |
| WO2012040784A1 (en) * | 2010-09-30 | 2012-04-05 | Chipdx Llc | Gene marker sets and methods for classification of cancer patients |
| JP5643430B2 (ja) * | 2011-06-28 | 2014-12-17 | インターナショナル・ビジネス・マシーンズ・コーポレーションInternational Business Machines Corporation | 主観的な階層クラスタリングにおける特徴量ごとの重みを求める情報処理装置、方法、およびプログラム |
| RU2015108003A (ru) | 2012-08-07 | 2016-09-27 | Конинклейке Филипс Н.В. | Классификация популяции для набора генетических данных с помощью древовидной структуры пространственных данных |
| US20140279734A1 (en) * | 2013-03-15 | 2014-09-18 | Hewlett-Packard Development Company, L.P. | Performing Cross-Validation Using Non-Randomly Selected Cases |
| BR112016006284B1 (pt) | 2013-09-27 | 2022-07-26 | Codexis, Inc | Método implementado por computador, produto de programa de computador, e, sistema de computador |
| US9418342B2 (en) * | 2013-12-06 | 2016-08-16 | At&T Intellectual Property I, L.P. | Method and apparatus for detecting mode of motion with principal component analysis and hidden markov model |
| NL1040872C2 (en) * | 2013-12-18 | 2015-06-22 | Stichting Katholieke Univ | Method of analysing data from, computer program, computer readable medium and data analysis system. |
| US9629340B2 (en) * | 2014-02-24 | 2017-04-25 | Equus Global Holdings Llc | Mobile animal surveillance and distress monitoring |
| 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 |
| US20170342500A1 (en) * | 2014-12-19 | 2017-11-30 | Danmarks Tekniske Universitet | Method for identification of tissue or organ localization of a tumour |
| WO2016111993A1 (en) * | 2015-01-05 | 2016-07-14 | Skullcandy, Inc. | Human performance optimization and training methods and systems |
| US20170061093A1 (en) * | 2015-08-25 | 2017-03-02 | Rubendran Amarasingham | Clinical Dashboard User Interface System and Method |
| GB201521894D0 (en) | 2015-12-11 | 2016-01-27 | Immatics Biotechnologies Gmbh | Novel peptides and combination of peptides for use in immunotherapy against various cancers |
| CN107203772B (zh) | 2016-03-16 | 2020-11-06 | 创新先进技术有限公司 | 一种用户类型识别方法及装置 |
| US20190122397A1 (en) * | 2016-07-12 | 2019-04-25 | Mindshare Medical, Inc. | Medical analytics system |
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| CN107239448B (zh) | 2017-06-07 | 2019-03-22 | 长沙学院 | 一种解释性主成分分析方法 |
| US11244765B2 (en) * | 2017-06-28 | 2022-02-08 | Ayasdi Ai Llc | Systems and methods for topological data analysis using nearest neighbors |
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| US10692605B2 (en) | 2018-01-08 | 2020-06-23 | International Business Machines Corporation | Library screening for cancer probability |
-
2018
- 2018-01-08 US US15/864,278 patent/US10692605B2/en not_active Expired - Fee Related
- 2018-12-21 DE DE112018005891.3T patent/DE112018005891T5/de active Pending
- 2018-12-21 JP JP2020535049A patent/JP7195514B2/ja active Active
- 2018-12-21 CN CN201880083387.8A patent/CN111512381B/zh active Active
- 2018-12-21 GB GB2011046.6A patent/GB2583310A/en not_active Withdrawn
- 2018-12-21 WO PCT/IB2018/060485 patent/WO2019135143A1/en not_active Ceased
-
2019
- 2019-08-07 US US16/534,533 patent/US11521747B2/en active Active
-
2020
- 2020-05-18 US US16/877,139 patent/US11521749B2/en active Active
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101743327A (zh) * | 2007-05-24 | 2010-06-16 | 环太平洋生物技术有限公司 | 黑色素瘤的预后预测 |
| CN103843030A (zh) * | 2011-09-30 | 2014-06-04 | 尤尼维公司 | 用于从多个来源产生保健相关经验证预测模型的方法 |
| CN107408143A (zh) * | 2014-12-16 | 2017-11-28 | L.I.A.迪朱塞佩·卡帕索公司 | 适于采用诊断适当性标准来确定用于识别病变的诊断试验的最佳顺序的医疗鉴别诊断装置 |
| CN106169096A (zh) * | 2016-06-24 | 2016-11-30 | 山西大学 | 一种机器学习系统学习性能的评估方法 |
| CN107403072A (zh) * | 2017-08-07 | 2017-11-28 | 北京工业大学 | 一种基于机器学习的2型糖尿病预测预警方法 |
Non-Patent Citations (2)
| Title |
|---|
| 基于主成分机器学习算法的慢性肝病的智能预测新方法;常炳国;李玉琴;冯智超;姚山虎;;计算机科学(S2);全文 * |
| 神经网络稳定性的交叉验证模型;邱龙金;贺昌政;;计算机工程与应用(34);全文 * |
Also Published As
| Publication number | Publication date |
|---|---|
| US20190362854A1 (en) | 2019-11-28 |
| WO2019135143A1 (en) | 2019-07-11 |
| US10692605B2 (en) | 2020-06-23 |
| GB2583310A (en) | 2020-10-21 |
| US20190214141A1 (en) | 2019-07-11 |
| DE112018005891T5 (de) | 2020-08-13 |
| US20200350078A1 (en) | 2020-11-05 |
| GB202011046D0 (en) | 2020-09-02 |
| JP7195514B2 (ja) | 2022-12-26 |
| US11521749B2 (en) | 2022-12-06 |
| JP2021509502A (ja) | 2021-03-25 |
| US11521747B2 (en) | 2022-12-06 |
| CN111512381A (zh) | 2020-08-07 |
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