Mathematical Models in Biology Bringing Mathematics to Life /
This book presents an exciting collection of contributions based on the workshop “Bringing Maths to Life” held October 27-29, 2014 in Naples, Italy. The state-of-the art research in biology and the statistical and analytical challenges facing huge masses of data collection are treated in this Work....
| Corporate Author: | |
|---|---|
| Other Authors: | , , |
| Language: | English |
| Published: |
Cham :
Springer International Publishing : Imprint: Springer,
2015.
|
| Edition: | 1st ed. 2015. |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/978-3-319-23497-7 |
Table of Contents:
- 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.