eBook
Data Mining in Drug Discovery
| Title: | Data Mining in Drug Discovery |
|---|---|
| Description: | Written for drug developers rather than computer scientists, this monograph adopts a systematic approach to mining scientifi c data sources, covering all key steps in rational drug discovery, from compound screening to lead compound selection and personalized medicine. Clearly divided into four sections, the first part discusses the different data sources available, both commercial and non-commercial, while the next section looks at the role and value of data mining in drug discovery. The third part compares the most common applications and strategies for polypharmacology, where data mining can substantially enhance the research effort. The final section of the book is devoted to systems biology approaches for compound testing. Throughout the book, industrial and academic drug discovery strategies are addressed, with contributors coming from both areas, enabling an informed decision on when and which data mining tools to use for one's own drug discovery project. |
| Authors: | Rémy D. Hoffmann, Arnaud Gohier, Pavel Pospisil |
| Resource Type: | eBook. |
| Subjects: | Drug development--Computer simulation, Data mining, Drugs--Research |
| Categories: | MEDICAL / Pharmacology |
| Database: | eBook Index |
| FullText | Text: Availability: 0 |
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| Header | DbId: edsebk DbLabel: eBook Index An: 643990 RelevancyScore: 912 AccessLevel: 6 PubType: eBook PubTypeId: ebook PreciseRelevancyScore: 912.106750488281 |
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| Items | – Name: Title Label: Title Group: Ti Data: Data Mining in Drug Discovery – Name: Abstract Label: Description Group: Ab Data: Written for drug developers rather than computer scientists, this monograph adopts a systematic approach to mining scientifi c data sources, covering all key steps in rational drug discovery, from compound screening to lead compound selection and personalized medicine. Clearly divided into four sections, the first part discusses the different data sources available, both commercial and non-commercial, while the next section looks at the role and value of data mining in drug discovery. The third part compares the most common applications and strategies for polypharmacology, where data mining can substantially enhance the research effort. The final section of the book is devoted to systems biology approaches for compound testing. Throughout the book, industrial and academic drug discovery strategies are addressed, with contributors coming from both areas, enabling an informed decision on when and which data mining tools to use for one's own drug discovery project. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Rémy+D%2E+Hoffmann%22">Rémy D. Hoffmann</searchLink><br /><searchLink fieldCode="AR" term="%22Arnaud+Gohier%22">Arnaud Gohier</searchLink><br /><searchLink fieldCode="AR" term="%22Pavel+Pospisil%22">Pavel Pospisil</searchLink> – Name: TypePub Label: Resource Type Group: TypPub Data: eBook. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Drug+development--Computer+simulation%22">Drug development--Computer simulation</searchLink><br /><searchLink fieldCode="DE" term="%22Data+mining%22">Data mining</searchLink><br /><searchLink fieldCode="DE" term="%22Drugs--Research%22">Drugs--Research</searchLink> – Name: SubjectBISAC Label: Categories Group: Su Data: <searchLink fieldCode="ZK" term="%22MEDICAL+%2F+Pharmacology%22">MEDICAL / Pharmacology</searchLink> |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsebk&AN=643990 |
| RecordInfo | BibRecord: BibEntity: Classifications: – Code: 615.102856312 Scheme: ddc Type: prePub Languages: – Code: eng Text: English Subjects: – SubjectFull: Drug development--Computer simulation Type: general – SubjectFull: Data mining Type: general – SubjectFull: Drugs--Research Type: general Titles: – TitleFull: Data Mining in Drug Discovery Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Rémy D. Hoffmann – PersonEntity: Name: NameFull: Arnaud Gohier – PersonEntity: Name: NameFull: Pavel Pospisil – PersonEntity: Name: NameFull: Rémy D. Hoffmann – PersonEntity: Name: NameFull: Arnaud Gohier – PersonEntity: Name: NameFull: Pavel Pospisil IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2014 – D: 04 M: 02 Type: profile Y: 2014 Identifiers: – Type: isbn-print Value: 9783527329847 – Type: isbn-electronic Value: 9783527656011 – Type: isbn-electronic Value: 9783527656004 Numbering: – Type: volume Value: 00057 Titles: – TitleFull: Data Mining in Drug Discovery Type: main |
| ResultId | 1 |