Book: Computational and Analytic Methods in Biological Sciences
Bioinformatics with Machine Learning and Mathematical Modelling
2023
Abstract: Despite major advances in healthcare over the past century, the successful treatment of cancer has remained a significant challenge, and cancers are the second leading cause of death worldwide behind cardiovascular disease. Early detection and survival ... ...
| Author's details | Dr Akshara Makrariya has a PhD in Mathematics from the National Institute of Technology (SVNIT) Surat, India, specializing in computational and bio mathematics. She completed her Post-Doctoral Research under the Young Scientist Fellowship (NPDF) programme, from the Science & Engineering Research Board (SERB), DST, and Government of India. Her research interest includes computational models to study temperature distribution in extended spherical and ellipsoidal shaped human organs, computational models to study thermal disturbances due to tumours, and their modelling with different numerical methods like fractional calculus, and the finite volume method, and by using optimization techniques. Dr Jha obtained his PhD in Mathematics in the year 2013 from the National Institute of Technology (SVNIT) Surat, India. His research area includes mathematical modelling and simulation of calcium dynamics in astrocytes, finite element modelling of biological problems, and fractional differential |
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| Abstract | Despite major advances in healthcare over the past century, the successful treatment of cancer has remained a significant challenge, and cancers are the second leading cause of death worldwide behind cardiovascular disease. Early detection and survival are important issues to control cancer. The development of quantitative methods and computer technology has facilitated the formation of new models in medical and biological sciences. The application of mathematical modelling in solving many re... |
| Keywords | Mathematical Modeling ; Machine Learning ; Finite Difference Methods ; Pattern Recognition ; Caputo Fractional Derivative ; Ordinary Differential Equations ; Fractional Calculus ; Fractional Derivative ; Fractional Order Derivatives ; Equilibrium Points ; Calcium Diffusion ; Fractional Order Model ; Moisture Content ; Disease Free Equilibrium Point ; Power Law Fluid ; ADM ; Endemic Equilibrium Point ; Vice Versa ; DTM ; Fractional Order ; Fem ; Pseudo-plastic Fluid ; Calcium Profile ; Hartmann Number ; Basal Forebrain Neuron ; Fractional Order Operators ; Fuzzy Transform ; Data Sets |
| Language | English |
| Size | 296 p. |
| Edition | 1 |
| Publisher | River Publishers |
| Document type | Book |
| Note | PDA Manuell_21 |
| Format | 241 x 162 x 21 |
| ISBN | 9788770226950 ; 8770226954 |
| Database | PDA |
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