LEADER 03243nam 22007335 450 001 9910746091903321 005 20251008140524.0 010 $a9783031365669 010 $a3031365666 024 7 $a10.1007/978-3-031-36566-9 035 $a(CKB)28208592100041 035 $a(MiAaPQ)EBC30740632 035 $a(Au-PeEL)EBL30740632 035 $a(DE-He213)978-3-031-36566-9 035 $a(OCoLC) 1397569991 035 $a(PPN)27273750X 035 $a(OCoLC)1397569991 035 $a(EXLCZ)9928208592100041 100 $a20230912d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aIntroduction to Mathematics for Computational Biology /$fby Paola Lecca, Bruno Carpentieri 205 $a1st ed. 2023. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2023. 215 $a1 online resource (268 pages) 225 1 $aTechniques in Life Science and Biomedicine for the Non-Expert,$x2367-1122 311 0 $a9783031365652 327 $a1. Introduction to graph theory -- 2. Biological networks -- 3. Network inference for drug discovery- 4. Introduction to differential and integral calculus -- 5. Modelling chemical reactions -- 6. Reaction-diffusion systems -- 7. Linear algebra background -- 8. Regression -- 9. Cardiac electrophysiology -- . 330 $aThis introductory guide provides a thorough explanation of the mathematics and algorithms used in standard data analysis techniques within systems biology, biochemistry, and biophysics. Each part of the book covers the mathematical background and practical applications of a given technique. Readers will gain an understanding of the mathematical and algorithmic steps needed to use these software tools appropriately and effectively, as well how to assess their specific circumstance and choose the optimal method and technology. Ideal for students planning for a career in research, early-career researchers, and established scientists undertaking interdiscplinary research. . 410 0$aTechniques in Life Science and Biomedicine for the Non-Expert,$x2367-1122 606 $aBioinformatics 606 $aBiomathematics 606 $aBiochemistry 606 $aBiology$xTechnique 606 $aBiophysics 606 $aComputational and Systems Biology 606 $aMathematical and Computational Biology 606 $aBioinformatics 606 $aBiochemistry 606 $aBiophysical Methods 615 0$aBioinformatics. 615 0$aBiomathematics. 615 0$aBiochemistry. 615 0$aBiology$xTechnique. 615 0$aBiophysics. 615 14$aComputational and Systems Biology. 615 24$aMathematical and Computational Biology. 615 24$aBioinformatics. 615 24$aBiochemistry. 615 24$aBiophysical Methods. 676 $a570.285 676 $a570.285 700 $aLecca$b Paola$f1973-$0985245 701 $aCarpentieri$b B$01433079 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910746091903321 996 $aIntroduction to mathematics for computational biology$93578336 997 $aUNINA