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| 001 | 257354 | ||
| 005 | 20230726100244.0 | ||
| 020 | _ | _ | |a 978-3-031-08411-9 |
| 024 | 7 | _ | |2 doi |a 10.1007/978-3-031-08411-9_7 |
| 024 | 7 | _ | |2 K10Plus |a K10Plus:1838448012 |
| 037 | _ | _ | |a DZNE-2023-00423 |
| 082 | _ | _ | |a 620.00285 |
| 100 | 1 | _ | |a Apke, Alexander |b 0 |
| 245 | _ | _ | |a Knowledge Discovery and AI Approaches for the Life Sciences |
| 250 | _ | _ | |a 1st ed. 2022 |
| 260 | _ | _ | |a Cham |b Springer International Publishing |c 2022 |
| 295 | 1 | 0 | |a [Ebook] Computational Life Sciences : Data Engineering and Data Mining for Life Sciences / Dörpinghaus, Jens ; Weil, Vera ; Schaaf, Sebastian ; Apke, Alexander 1st ed. 2022, Cham : Springer International Publishing, 2022, |
| 300 | _ | _ | |a 183-230 |
| 336 | 7 | _ | |2 ORCID |a BOOK_CHAPTER |
| 336 | 7 | _ | |0 7 |2 EndNote |a Book Section |
| 336 | 7 | _ | |2 DRIVER |a bookPart |
| 336 | 7 | _ | |2 BibTeX |a INBOOK |
| 336 | 7 | _ | |2 DataCite |a Output Types/Book chapter |
| 336 | 7 | _ | |0 PUB:(DE-HGF)7 |2 PUB:(DE-HGF) |a Contribution to a book |b contb |m contb |s 1681903266_4487 |
| 490 | 0 | _ | |a Studies in Big Data |v 112 |
| 520 | _ | _ | |a Knowledge Discovery and AI approaches for the Life Sciences is a widely used approach for several topics. The goal of this chapter is to give a short and understandable introduction to the foundations with examples and perspectives for these fields. We heavily focus on Knowledge, Knowledge Discovery and methods to be used in this context. We will discuss Knowledge representation, e.g. with XML and JSON, introduce some AI approaches, and finally discuss the impact on personalized medicine as an example use case within life sciences. |
| 536 | _ | _ | |0 G:(DE-HGF)POF4-354 |a 354 - Disease Prevention and Healthy Aging (POF4-354) |c POF4-354 |f POF IV |x 0 |
| 536 | _ | _ | |0 G:(DE-HGF)POF4-353 |a 353 - Clinical and Health Care Research (POF4-353) |c POF4-353 |f POF IV |x 1 |
| 588 | _ | _ | |a Dataset connected to K10Plus |
| 650 | _ | 0 | |a Engineering—Data processing |
| 650 | _ | 0 | |a Bioinformatics |
| 650 | _ | 0 | |a Big data |
| 650 | _ | 0 | |a Computational intelligence |
| 700 | 1 | _ | |a Weil, Vera |b 1 |
| 700 | 1 | _ | |0 P:(DE-2719)2810719 |a Dörpinghaus, Jens |b 2 |u dzne |
| 700 | 1 | _ | |0 P:(DE-2719)9002247 |a Schaaf, Sebastian |b 3 |e Last author |u dzne |
| 773 | _ | _ | |a 10.1007/978-3-031-08411-9_7 |
| 909 | C | O | |o oai:pub.dzne.de:257354 |p VDB |
| 910 | 1 | _ | |0 I:(DE-588)1065079516 |6 P:(DE-2719)2810719 |a Deutsches Zentrum für Neurodegenerative Erkrankungen |b 2 |k DZNE |
| 910 | 1 | _ | |0 I:(DE-588)1065079516 |6 P:(DE-2719)9002247 |a Deutsches Zentrum für Neurodegenerative Erkrankungen |b 3 |k DZNE |
| 913 | 1 | _ | |0 G:(DE-HGF)POF4-354 |1 G:(DE-HGF)POF4-350 |2 G:(DE-HGF)POF4-300 |3 G:(DE-HGF)POF4 |4 G:(DE-HGF)POF |a DE-HGF |b Gesundheit |l Neurodegenerative Diseases |v Disease Prevention and Healthy Aging |x 0 |
| 913 | 1 | _ | |0 G:(DE-HGF)POF4-353 |1 G:(DE-HGF)POF4-350 |2 G:(DE-HGF)POF4-300 |3 G:(DE-HGF)POF4 |4 G:(DE-HGF)POF |a DE-HGF |b Gesundheit |l Neurodegenerative Diseases |v Clinical and Health Care Research |x 1 |
| 914 | 1 | _ | |y 2022 |
| 920 | 1 | _ | |0 I:(DE-2719)1013007 |k AG Becker |l GenomMathematik in der Neuroepidemiologie |x 0 |
| 920 | 1 | _ | |0 I:(DE-2719)1011001 |k AG Klockgether |l Clinical Research Coordination |x 1 |
| 980 | _ | _ | |a contb |
| 980 | _ | _ | |a VDB |
| 980 | _ | _ | |a I:(DE-2719)1013007 |
| 980 | _ | _ | |a I:(DE-2719)1011001 |
| 980 | _ | _ | |a UNRESTRICTED |
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