Computational Medicine in Data Mining and Modeling

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Rakocevic, Goran (Επιμελητής έκδοσης), Djukic, Tijana (Επιμελητής έκδοσης), Filipovic, Nenad (Επιμελητής έκδοσης), Milutinović, Veljko (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York : Imprint: Springer, 2013.
• Θέματα: Computer science.; Data mining.; Artificial intelligence.; Computer simulation.; Bioinformatics.; Computer Science.; Data Mining and Knowledge Discovery.; Computational Biology/Bioinformatics.; Artificial Intelligence (incl. Robotics).; Simulation and Modeling.

This book presents an overview of a variety of contemporary statistical, mathematical and computer science techniques which are used to further the knowledge in the medical domain. The authors focus on applying data mining to the medical domain, including mining the sets of clinical data typically f...

Πίνακας περιεχομένων:

• Mining Clinical Data
• Applications of probabilistic and related logics to decision support in medicine
• Transforming electronic medical books to diagnostic decision support systems using relational database management systems
• Text mining in medicine
• A primer on information theory, with applications to neuroscience
• Machine Learning based Imputation of Missing SNP Genotypes in SNP Genotype Arrays
• Computer modeling of atherosclerosis
• Particle dynamics and design of nano-drug delivery systems
• Computational Modeling of Ultrasound Wave Propagation in Bone.