Mathematical Models in Biology

Mathematical Models in Biology

Bringing Mathematics to Life

Zazzu, Valeria; Ferraro, Maria Brigida; Guarracino, Mario R.

Springer International Publishing AG

03/2019

199

Mole

Inglês

9783319794921

15 a 20 dias

454

Descrição não disponível.
Image segmentation, processing and analysis in microscopy and life science.- Image analysis and classification for high-throughput screening of embryonic stem cells.- Exploiting "mental" images in artificial neural network computation.- Applying design of experiment methodology to PEI toxicity assay on neural progenitor cells.- A design of experiment approach to optimize an image analysis protocol for drug screening.- Computational modeling of miRNA biogenesis.- Tunicate neurogenesis: the case of the SoxB2 missing CNE.- MECP2: a multifunctional protein supporting brain complexity.- DNA barcode classification using general regression neural network with different distance models.- First application of a distance-based outlier approach to detect highly differentiated genomic regions across human populations.- Predicting the metagenomic content using multiple CART trees.- A statistical approach to infer 3D chromatin structure.- Basic exploratory proteins analysis with statistical methods applied on structural features.- Modeling of Protein Surface using Parallel Heterogeneous Architectures.
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Genetic variability;Image segmentation;Modelling of Protein Surface;Molecular Dynamics;Parallel Heterogeneous Architectures;Spectra analysis;artificial neural network computation;bioinformatics;bringing maths to life;life science;metagenomic content;microscopy images processing;proteins analysis;sequence data analysis;matrix theory