Data Mining in Drug Discovery.pdf

Data Mining in Drug Discovery

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 ones own drug discovery project.

Transcriptomic Data Mining and Repurposing for ... Conventional drug discovery in general is costly and time-consuming with extremely low success and relatively high attrition rates. The disparity between high cost of drug discovery and vast unmet medical needs resulted in advent of an increasing number of computational approaches that can "connect" disease with a candidate therapeutic. This

Englisch SPRACHE
Data Mining in Drug Discovery.pdf


PC und Mac

Lesen Sie das eBook direkt nach dem Herunterladen über "Jetzt lesen" im Browser, oder mit der kostenlosen Lesesoftware Adobe Digital Editions.

iOS & Android

Für Tablets und Smartphones: Unsere Gratis tolino Lese-App

Andere eBook Reader

Laden Sie das eBook direkt auf dem Reader im herunter oder übertragen Sie es mit der kostenlosen Software Sony READER FOR PC/Mac oder Adobe Digital Editions.


Öffnen Sie das eBook nach der automatischen Synchronisation auf dem Reader oder übertragen Sie es manuell auf Ihr tolino Gerät mit der kostenlosen Software Adobe Digital Editions.

Aktuelle Bewertungen

Sofia Voigt

Data mining - Wikipedia

Matteo Müller

Data mining in drug discovery Drug Discovery with the use of Chemo informatics and Data Mining generates large numbers of related chemical compounds. It speeds up the drug discovery. Related Journals of Data mining in drug discovery. Journal of Proteomics & Bioinformatics, Journal of Genetic Syndromes & Gene Therapy, International Journal of Biomedical Data Mining, Journal of …

Noel Schulze

Rijksuniversiteit Groningen founded in 1614 - top 100 university. Sluiten. Menu en zoeken; Contact; My University; Student Portal

Jason Lehmann

The Data Mining and Repurposing Task Force Steering committee exists of the ... Shire, USA; Jordi Quintana, Plateforma Drug Discovery, Spain; Noel Southall, ...

Jessica Kohmann

for data mining [28,29]. Thus, taken together, there is a broad spectrum of applications for machine-learning methods in com- puter-aided drug discovery that ... 5 Nov 2017 ... Textmining and Datamining using Chemoinformatics Text mining has every potential to transform the way we look at data. It converts ...