DE112018005891T5 - Bibliotheks-Screening auf Krebswahrscheinlichkeit - Google Patents

Bibliotheks-Screening auf Krebswahrscheinlichkeit Download PDF

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Publication number
DE112018005891T5
DE112018005891T5 DE112018005891.3T DE112018005891T DE112018005891T5 DE 112018005891 T5 DE112018005891 T5 DE 112018005891T5 DE 112018005891 T DE112018005891 T DE 112018005891T DE 112018005891 T5 DE112018005891 T5 DE 112018005891T5
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data
groups
remaining groups
programs
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DE112018005891.3T
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German (de)
English (en)
Inventor
Avijit Chatterjee
Wendy Wang
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International Business Machines Corp
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International Business Machines Corp
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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
    • 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
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • 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
    • 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
    • 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
    • G16H50/50—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
    • 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)
DE112018005891.3T 2018-01-08 2018-12-21 Bibliotheks-Screening auf Krebswahrscheinlichkeit Pending DE112018005891T5 (de)

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 (1)

Publication Number Publication Date
DE112018005891T5 true DE112018005891T5 (de) 2020-08-13

Family

ID=67139162

Family Applications (1)

Application Number Title Priority Date Filing Date
DE112018005891.3T Pending DE112018005891T5 (de) 2018-01-08 2018-12-21 Bibliotheks-Screening auf Krebswahrscheinlichkeit

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)

* Cited by examiner, † Cited by third party
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

Family Cites Families (44)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
NZ555363A (en) * 2007-05-24 2009-11-27 Pacific Edge Biotechnology Ltd Prognosis prediction for melanoma 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
US9934361B2 (en) * 2011-09-30 2018-04-03 Univfy Inc. Method for generating healthcare-related validated prediction models from multiple sources
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
ITMI20142149A1 (it) * 2014-12-16 2016-06-16 L I A Di Giuseppe Capasso Apparato di diagnosi differenziale in medicina adattato per determinare la sequenza di test ottimale atta ad identificare una patologia secondo criteri di appropriatezza diagnostica
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
CN106169096B (zh) * 2016-06-24 2018-07-24 山西大学 一种机器学习系统学习性能的评估方法
US20190122397A1 (en) * 2016-07-12 2019-04-25 Mindshare Medical, Inc. Medical analytics system
US10417523B2 (en) * 2016-11-07 2019-09-17 Ayasdi Ai Llc Dimension grouping and reduction for model generation, testing, and documentation
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
US10834213B2 (en) * 2017-07-20 2020-11-10 International Business Machines Corporation System and method for measuring user engagement
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
EP3669377A1 (en) * 2017-08-14 2020-06-24 Psomagen, Inc. Disease-associated microbiome characterization process
US10692605B2 (en) 2018-01-08 2020-06-23 International Business Machines Corporation Library screening for cancer probability

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
US20200350078A1 (en) 2020-11-05
GB202011046D0 (en) 2020-09-02
CN111512381B (zh) 2024-03-29
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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