AU2003272234A8 - Integrated spectral data processing, data mining, and modeling system for use in diverse screening and biomarker discovery applications - Google Patents
Integrated spectral data processing, data mining, and modeling system for use in diverse screening and biomarker discovery applicationsInfo
- Publication number
- AU2003272234A8 AU2003272234A8 AU2003272234A AU2003272234A AU2003272234A8 AU 2003272234 A8 AU2003272234 A8 AU 2003272234A8 AU 2003272234 A AU2003272234 A AU 2003272234A AU 2003272234 A AU2003272234 A AU 2003272234A AU 2003272234 A8 AU2003272234 A8 AU 2003272234A8
- Authority
- AU
- Australia
- Prior art keywords
- modeling system
- data processing
- biomarker discovery
- integrated spectral
- discovery applications
- 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.)
- Abandoned
Links
- 239000000090 biomarker Substances 0.000 title 1
- 238000007418 data mining Methods 0.000 title 1
- 238000012216 screening Methods 0.000 title 1
- 230000003595 spectral effect Effects 0.000 title 1
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
- G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
- G16H10/40—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for data related to laboratory analysis, e.g. patient specimen analysis
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
- G16C20/00—Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
- G16C20/20—Identification of molecular entities, parts thereof or of chemical compositions
-
- 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
- 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
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
- G16C20/00—Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
- G16C20/70—Machine learning, data mining or chemometrics
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
- G16C20/00—Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
- G16C20/80—Data visualisation
Landscapes
- Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Public Health (AREA)
- Medical Informatics (AREA)
- Data Mining & Analysis (AREA)
- General Health & Medical Sciences (AREA)
- Primary Health Care (AREA)
- Epidemiology (AREA)
- Pathology (AREA)
- Databases & Information Systems (AREA)
- Biomedical Technology (AREA)
- Theoretical Computer Science (AREA)
- Chemical & Material Sciences (AREA)
- Physics & Mathematics (AREA)
- Spectroscopy & Molecular Physics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Computing Systems (AREA)
- Crystallography & Structural Chemistry (AREA)
- Bioinformatics & Computational Biology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Apparatus Associated With Microorganisms And Enzymes (AREA)
- Other Investigation Or Analysis Of Materials By Electrical Means (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US42130602P | 2002-10-24 | 2002-10-24 | |
| US60/421,306 | 2002-10-24 | ||
| PCT/US2003/026346 WO2004038602A1 (en) | 2002-10-24 | 2003-08-22 | Integrated spectral data processing, data mining, and modeling system for use in diverse screening and biomarker discovery applications |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| AU2003272234A1 AU2003272234A1 (en) | 2004-05-13 |
| AU2003272234A8 true AU2003272234A8 (en) | 2010-07-29 |
Family
ID=32176699
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| AU2003272234A Abandoned AU2003272234A1 (en) | 2002-10-24 | 2003-08-22 | Integrated spectral data processing, data mining, and modeling system for use in diverse screening and biomarker discovery applications |
Country Status (2)
| Country | Link |
|---|---|
| AU (1) | AU2003272234A1 (en) |
| WO (1) | WO2004038602A1 (en) |
Families Citing this family (55)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7945393B2 (en) | 2002-01-10 | 2011-05-17 | Chemimage Corporation | Detection of pathogenic microorganisms using fused sensor data |
| CA2508136A1 (en) | 2002-12-09 | 2004-06-24 | Ajinomoto Co., Inc. | Apparatus and method for processing information concerning biological condition, system, program and recording medium for managing information concerning biological condition |
| WO2006056024A1 (en) * | 2004-11-29 | 2006-06-01 | Scientific Analytics Systems Pty Ltd | Modelling a phenomenon that has spectral data |
| JPWO2006098192A1 (en) * | 2005-03-16 | 2008-08-21 | 味の素株式会社 | Biological condition evaluation apparatus, biological condition evaluation method, biological condition evaluation system, biological condition evaluation program, evaluation function creation apparatus, evaluation function creation method, evaluation function creation program, and recording medium |
| US8943163B2 (en) | 2005-05-02 | 2015-01-27 | S-Matrix | System for automating scientific and engineering experimentation |
| US7239966B2 (en) | 2005-05-12 | 2007-07-03 | S-Matrix | System for automating scientific and engineering experimentation |
| US8112248B2 (en) | 2005-06-09 | 2012-02-07 | Chemimage Corp. | Forensic integrated search technology with instrument weight factor determination |
| WO2006135806A2 (en) * | 2005-06-09 | 2006-12-21 | Chemimage Corporation | Forensic integrated search technology |
| WO2007003344A2 (en) | 2005-06-30 | 2007-01-11 | Biocrates Life Sciences Ag | Device for quantitative analysis of a metabolite profile |
| CA2616164A1 (en) | 2005-07-25 | 2007-02-01 | Metanomics Gmbh | Means and methods for analyzing a sample by means of chromatography-mass spectrometry |
| US7606685B2 (en) | 2006-05-15 | 2009-10-20 | S-Matrix | Method and system that optimizes mean process performance and process robustness |
| US7613574B2 (en) | 2005-10-28 | 2009-11-03 | S-Matrix | System and method for automating scientific and engineering experimentation for deriving surrogate response data |
| US8209149B2 (en) | 2005-10-28 | 2012-06-26 | S-Matrix | System and method for automatically creating data sets for complex data via a response data handler |
| US8024282B2 (en) | 2006-03-31 | 2011-09-20 | Biodesix, Inc. | Method for reliable classification of samples in clinical diagnostics using an improved method of classification |
| US7809704B2 (en) | 2006-06-15 | 2010-10-05 | Microsoft Corporation | Combining spectral and probabilistic clustering |
| EP1923806A1 (en) * | 2006-11-14 | 2008-05-21 | Metanomics GmbH | Fast metabolomic analysis and system therefor |
| US7478008B2 (en) | 2007-03-16 | 2009-01-13 | Cordis Corporation | System and method for the non-destructive assessment of the quantitative spatial distribution of components of a medical device |
| US8219328B2 (en) | 2007-05-18 | 2012-07-10 | S-Matrix | System and method for automating scientific and engineering experimentation for deriving surrogate response data |
| US8311955B2 (en) * | 2007-10-30 | 2012-11-13 | Exxonmobil Research And Engineering Company | Bootstrap method for oil property prediction |
| JP5545551B2 (en) | 2008-06-23 | 2014-07-09 | アトナープ株式会社 | System for handling information related to chemical substances |
| EP2221617A1 (en) * | 2009-02-20 | 2010-08-25 | Nederlandse Organisatie voor toegepast -natuurwetenschappelijk onderzoek TNO | A method, a system and a computer program for data processing for an automatic extraction of respective peaks in a chromatographic spectrum |
| GB0912744D0 (en) | 2009-07-22 | 2009-08-26 | Imp Innovations Ltd | Methods and uses |
| WO2011075818A1 (en) * | 2009-12-23 | 2011-06-30 | The Governors Of The University Of Alberta | Automated, objective and optimized feature selection in chemometric modeling (cluster resolution) |
| US8725469B2 (en) | 2011-03-03 | 2014-05-13 | Mks Instruments, Inc. | Optimization of data processing parameters |
| CN102760197A (en) * | 2011-04-26 | 2012-10-31 | 电子科技大学 | Prediction method for spectroscopic test data of cancer patients by partial least square method based on Matlab |
| EP2745227A4 (en) * | 2011-08-17 | 2015-07-01 | Smiths Detection Inc | Shift correction for spectral analysis |
| WO2013131555A1 (en) | 2012-03-06 | 2013-09-12 | Foss Analytical Ab | Method, software and graphical user interface for forming a prediction model for chemometric analysis |
| CN102855633B (en) * | 2012-09-05 | 2016-01-20 | 山东大学 | A kind of Fast Fuzzy Cluster Digital Image Segmentation method with noise immunity |
| US9523635B2 (en) * | 2013-06-20 | 2016-12-20 | Rigaku Raman Technologies, Inc. | Apparatus and methods of spectral searching using wavelet transform coefficients |
| CN105303470A (en) * | 2015-11-26 | 2016-02-03 | 国网辽宁省电力有限公司大连供电公司 | Electric power project planning and construction method based on big data |
| CN108596958B (en) * | 2018-05-10 | 2021-06-04 | 安徽大学 | A Target Tracking Method Based on Difficult Positive Sample Generation |
| US10957523B2 (en) * | 2018-06-08 | 2021-03-23 | Thermo Finnigan Llc | 3D mass spectrometry predictive classification |
| CN109187614B (en) * | 2018-09-27 | 2020-03-06 | 厦门大学 | Metabolomics data fusion method based on nuclear magnetic resonance and mass spectrometry and its application |
| JP7215710B2 (en) * | 2018-10-10 | 2023-01-31 | 国立研究開発法人物質・材料研究機構 | Prediction management system, prediction management method, prediction management device and prediction execution device |
| CN110288468B (en) * | 2019-04-19 | 2023-06-06 | 平安科技（深圳）有限公司 | Data feature mining method and device, electronic equipment and storage medium |
| CN110222310A (en) * | 2019-05-17 | 2019-09-10 | 科迈恩(北京)科技有限公司 | A kind of shared AI scientific instrument Data Analysis Services system and method |
| CN110333466B (en) * | 2019-06-19 | 2022-06-07 | 东软医疗系统股份有限公司 | Magnetic resonance imaging method and device based on neural network |
| US10515715B1 (en) | 2019-06-25 | 2019-12-24 | Colgate-Palmolive Company | Systems and methods for evaluating compositions |
| CN110244246B (en) * | 2019-07-03 | 2021-07-16 | 上海联影医疗科技股份有限公司 | Magnetic resonance imaging method, apparatus, computer equipment and storage medium |
| US11768185B2 (en) * | 2019-08-01 | 2023-09-26 | Wyatt Technology Corporation | Analyzing data collected by analytical instruments |
| CN111896609B (en) * | 2020-07-21 | 2023-08-08 | 上海交通大学 | Method for analyzing mass spectrum data based on artificial intelligence |
| CN111982949B (en) * | 2020-08-19 | 2022-06-07 | 东华理工大学 | Method for separating EDXRF spectrum overlapping peak by combining fourth derivative with three-spline wavelet transform |
| CN112763432B (en) * | 2020-12-25 | 2023-04-28 | 中国科学院上海高等研究院 | Control method for automatically collecting experimental data of absorption spectrum |
| CN112712853B (en) * | 2020-12-31 | 2023-11-21 | 北京优迅医学检验实验室有限公司 | A non-invasive prenatal testing device |
| CN113744075A (en) * | 2021-09-08 | 2021-12-03 | 农业农村部食物与营养发展研究所 | Agricultural product nutrition quality grade classification system based on artificial intelligence |
| CN115050422B (en) * | 2022-05-09 | 2025-12-19 | 昆明理工大学 | Protein mass spectrum data expansion method, system, computer equipment and medium |
| CN115907509A (en) * | 2022-10-18 | 2023-04-04 | 中国疾病预防控制中心环境与健康相关产品安全所 | AQHI index system construction method and system cooperatively released in large area |
| CN117502405B (en) * | 2023-11-03 | 2025-07-08 | 中国农业科学院烟草研究所(中国烟草总公司青州烟草研究所) | A method and system for precise pesticide application by unmanned aerial vehicle based on multi-source data fusion |
| CN118294265B (en) * | 2024-03-25 | 2025-04-15 | 中铁吉林投资建设有限公司 | A method for detecting and analyzing concrete mechanical parameters |
| EP4641321A1 (en) * | 2024-04-23 | 2025-10-29 | Sartorius Stedim Data Analytics AB | Customized raman modelling |
| CN118796893A (en) * | 2024-06-20 | 2024-10-18 | 北京弈星科技有限公司 | An integrated data management system |
| CN118583906B (en) * | 2024-08-05 | 2024-10-29 | 杭州研趣信息技术有限公司 | X-ray spectrum detection system, method, device and storage medium |
| CN118730953B (en) * | 2024-08-30 | 2024-12-03 | 陕西德丞电子科技有限公司 | A food safety detection system based on spectral analysis |
| CN118780402B (en) * | 2024-09-06 | 2025-03-18 | 山东大学 | Spectral data processing method, system, medium, product and equipment for integrated modeling |
| CN120430649B (en) * | 2025-04-23 | 2025-10-28 | 南方电网能源发展研究院有限责任公司 | A power engineering technical and economic analysis system based on big data and big models |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| DE4142726C2 (en) * | 1991-12-21 | 1993-10-07 | Bruker Medizintech | Method for the observation of changes over time in the signal intensities of an MRI image |
-
2003
- 2003-08-22 AU AU2003272234A patent/AU2003272234A1/en not_active Abandoned
- 2003-08-22 WO PCT/US2003/026346 patent/WO2004038602A1/en not_active Ceased
Also Published As
| Publication number | Publication date |
|---|---|
| WO2004038602A9 (en) | 2010-06-17 |
| AU2003272234A1 (en) | 2004-05-13 |
| WO2004038602A1 (en) | 2004-05-06 |
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Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| MK6 | Application lapsed section 142(2)(f)/reg. 8.3(3) - pct applic. not entering national phase |