JP7195514B2 - がん確率のライブラリ・スクリーニングのためのコンピュータ実装方法、コンピュータ・プログラム製品、およびシステム(がん確率のライブラリ・スクリーニング) - Google Patents
がん確率のライブラリ・スクリーニングのためのコンピュータ実装方法、コンピュータ・プログラム製品、およびシステム(がん確率のライブラリ・スクリーニング) Download PDFInfo
- Publication number
- JP7195514B2 JP7195514B2 JP2020535049A JP2020535049A JP7195514B2 JP 7195514 B2 JP7195514 B2 JP 7195514B2 JP 2020535049 A JP2020535049 A JP 2020535049A JP 2020535049 A JP2020535049 A JP 2020535049A JP 7195514 B2 JP7195514 B2 JP 7195514B2
- Authority
- JP
- Japan
- Prior art keywords
- groups
- processors
- computer
- data
- implemented method
- 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
Images
Classifications
-
- 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
Landscapes
- 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 (3)
| Publication Number | Publication Date |
|---|---|
| JP2021509502A JP2021509502A (ja) | 2021-03-25 |
| JP2021509502A5 JP2021509502A5 (enExample) | 2021-05-06 |
| JP7195514B2 true JP7195514B2 (ja) | 2022-12-26 |
Family
ID=67139162
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2020535049A Active JP7195514B2 (ja) | 2018-01-08 | 2018-12-21 | がん確率のライブラリ・スクリーニングのためのコンピュータ実装方法、コンピュータ・プログラム製品、およびシステム(がん確率のライブラリ・スクリーニング) |
Country Status (6)
| Country | Link |
|---|---|
| US (3) | US10692605B2 (enExample) |
| JP (1) | JP7195514B2 (enExample) |
| CN (1) | CN111512381B (enExample) |
| DE (1) | DE112018005891T5 (enExample) |
| GB (1) | GB2583310A (enExample) |
| WO (1) | WO2019135143A1 (enExample) |
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 |
| WO2020132468A1 (en) * | 2018-12-20 | 2020-06-25 | HVH Precision Analytics LLC | Implementation of machine-learning based query construction and pattern identification through visualization in user interfaces |
| WO2022086504A1 (en) * | 2020-10-20 | 2022-04-28 | Hewlett-Packard Development Company, L.P. | Conveying aggregate psychological states of multiple individuals |
Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2016537699A (ja) | 2013-09-27 | 2016-12-01 | コデクシス, インコーポレイテッド | 構造ベース予測モデリング |
Family Cites Families (43)
| 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 |
| US6882990B1 (en) * | 1999-05-01 | 2005-04-19 | Biowulf Technologies, Llc | Methods of identifying biological patterns using multiple data sets |
| 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 |
| WO2007022248A2 (en) | 2005-08-16 | 2007-02-22 | Sloan Kettering Institute For Cancer Research | Methods of detection of cancer using peptide profiles |
| EP2463388B1 (en) | 2005-11-29 | 2017-11-22 | Cambridge Enterprise Limited | Markers for breast cancer |
| US20100105564A1 (en) | 2006-09-15 | 2010-04-29 | Mcgill University | Stroma Derived Predictor of 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 |
| EP2142670A1 (en) | 2007-04-05 | 2010-01-13 | Source Precision Medicine, Inc. | Gene expression profiling for identification, monitoring, and treatment of breast cancer |
| CA2679436C (en) * | 2007-04-05 | 2018-10-23 | Aureon Laboratories, Inc. | Systems and methods for treating, diagnosing and predicting the occurrence of a medical condition |
| NZ555363A (en) * | 2007-05-24 | 2009-11-27 | Pacific Edge Biotechnology Ltd | Prognosis prediction for melanoma cancer |
| WO2008156617A2 (en) * | 2007-06-15 | 2008-12-24 | 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 |
| EP2622100A1 (en) * | 2010-09-30 | 2013-08-07 | Chipdx LLC | Gene marker sets and methods for classification of cancer patients |
| EP2728518A4 (en) * | 2011-06-28 | 2016-07-06 | Ibm | INFORMATION PROCESSING DEVICE, METHOD, AND PROGRAM FOR OBTAINING SIZE WEIGHT VALUE IN SUBJECTIVE HIERARCHICAL GROUP |
| 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 |
| 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 |
| CN107427716B (zh) * | 2015-01-05 | 2020-05-22 | 骷髅头有限公司 | 人类绩效优化与训练的方法及系统 |
| 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 |
| WO2019036176A1 (en) * | 2017-08-14 | 2019-02-21 | uBiome, Inc. | METHOD OF CHARACTERIZING THE MICROBIOMA ASSOCIATED WITH A DISEASE |
| 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 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 DE DE112018005891.3T patent/DE112018005891T5/de active Pending
- 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 (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2016537699A (ja) | 2013-09-27 | 2016-12-01 | コデクシス, インコーポレイテッド | 構造ベース予測モデリング |
Also Published As
| Publication number | Publication date |
|---|---|
| GB2583310A (en) | 2020-10-21 |
| DE112018005891T5 (de) | 2020-08-13 |
| US20190362854A1 (en) | 2019-11-28 |
| CN111512381A (zh) | 2020-08-07 |
| US20200350078A1 (en) | 2020-11-05 |
| CN111512381B (zh) | 2024-03-29 |
| US20190214141A1 (en) | 2019-07-11 |
| US11521747B2 (en) | 2022-12-06 |
| US10692605B2 (en) | 2020-06-23 |
| JP2021509502A (ja) | 2021-03-25 |
| US11521749B2 (en) | 2022-12-06 |
| GB202011046D0 (en) | 2020-09-02 |
| WO2019135143A1 (en) | 2019-07-11 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US11010365B2 (en) | Missing value imputation using adaptive ordering and clustering analysis | |
| US11164078B2 (en) | Model matching and learning rate selection for fine tuning | |
| US10839962B2 (en) | System, method and computer program product for evaluation and identification of risk factor | |
| JP7195514B2 (ja) | がん確率のライブラリ・スクリーニングのためのコンピュータ実装方法、コンピュータ・プログラム製品、およびシステム(がん確率のライブラリ・スクリーニング) | |
| WO2021094920A1 (en) | Fusing multimodal data using recurrent neural networks | |
| JP2023527700A (ja) | パイプライン・アーティファクトの選択の動的自動化 | |
| US20170140278A1 (en) | Using machine learning to predict big data environment performance | |
| JP7762479B2 (ja) | 代替的なソフト・ラベル生成 | |
| US12265461B2 (en) | Intelligently optimized machine learning models | |
| US20210266607A1 (en) | Neural network model compression with selective structured weight unification | |
| US11164098B2 (en) | Aggregating similarity metrics | |
| US20230316151A1 (en) | Feature segmentation-based ensemble learning for classification and regression | |
| US20190385706A1 (en) | Associating gene expression data with a disease name | |
| US11823077B2 (en) | Parallelized scoring for ensemble model | |
| JP2022080302A (ja) | コンピュータ実装方法、コンピュータプログラム製品、およびコンピュータシステム(ニューラルネットワークを用いたデータパーティショニング) | |
| US11164657B2 (en) | Accelerated pharmaceutical repurposing by finding anticorrelations and by text mining | |
| US20190332947A1 (en) | Estimating errors in predictive models | |
| US20190333645A1 (en) | Using disease similarity metrics to make predictions | |
| US10839936B2 (en) | Evidence boosting in rational drug design and indication expansion by leveraging disease association | |
| US12426828B2 (en) | Detection of cognitive impairment using speech feature distribution | |
| WO2022121516A1 (en) | Biomarker selection and modeling for targeted microbiomic testing | |
| US11688494B2 (en) | Cross-organization data instance matching | |
| US11238955B2 (en) | Single sample genetic classification via tensor motifs | |
| US10713264B2 (en) | Reduction of feature space for extracting events from medical data | |
| US20240038336A1 (en) | Predicting cell free dna shedding |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20210219 |
|
| A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20210525 |
|
| RD04 | Notification of resignation of power of attorney |
Free format text: JAPANESE INTERMEDIATE CODE: A7424 Effective date: 20220502 |
|
| A977 | Report on retrieval |
Free format text: JAPANESE INTERMEDIATE CODE: A971007 Effective date: 20220624 |
|
| A131 | Notification of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A131 Effective date: 20220628 |
|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A821 Effective date: 20220921 |
|
| A601 | Written request for extension of time |
Free format text: JAPANESE INTERMEDIATE CODE: A601 Effective date: 20220921 |
|
| RD12 | Notification of acceptance of power of sub attorney |
Free format text: JAPANESE INTERMEDIATE CODE: A7432 Effective date: 20220921 |
|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20221109 |
|
| 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: 20221124 |
|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A821 Effective date: 20221128 |
|
| RD14 | Notification of resignation of power of sub attorney |
Free format text: JAPANESE INTERMEDIATE CODE: A7434 Effective date: 20221128 |
|
| A61 | First payment of annual fees (during grant procedure) |
Free format text: JAPANESE INTERMEDIATE CODE: A61 Effective date: 20221202 |
|
| R150 | Certificate of patent or registration of utility model |
Ref document number: 7195514 Country of ref document: JP Free format text: JAPANESE INTERMEDIATE CODE: R150 |