Computational Molecular Biology

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Immunological Bioinformatics

by Ole Lund, Morten Nielsen, Claus Lundegaard, Can Kesmir and Søren Brunak

ISBN: 9780262551120

Publisher: The MIT Press

Pub Date: February 6, 2024

Using bioinformatics methods to generate a systems-level view of the immune system; description of the main biological concepts and the new data-driven algorithms.

Algorithms in Structural Molecular Biology

by Bruce R. Donald

ISBN: 9780262548793

Publisher: The MIT Press

Pub Date: August 15, 2023

An overview of algorithms important to computational structural biology that addresses such topics as NMR and design and analysis of proteins.

Kernel Methods in Computational Biology

Edited by Bernhard Schölkopf, Koji Tsuda and Jean-Philippe Vert

ISBN: 9780262195096

Publisher: The MIT Press

Pub Date: July 16, 2004

A detailed overview of current research in kernel methods and their application to computational biology.

Combinatorics of Genome Rearrangements

by Guillaume Fertin, Anthony Labarre, Irena Rusu, Eric Tannier and Stéphane Vialette

ISBN: 9780262062824

Publisher: The MIT Press

Pub Date: June 5, 2009

A comprehensive survey of a rapidly expanding field of combinatorial optimization, mathematically oriented but offering biological explanations when required.

Biological Modeling and Simulation

A Survey of Practical Models, Algorithms, and Numerical Methods

by Russell Schwartz

ISBN: 9780262195843

Publisher: The MIT Press

Pub Date: July 25, 2008

A practice-oriented survey of techniques for computational modeling and simulation suitable for a broad range of biological problems.

An Introduction to Bioinformatics Algorithms

by Neil C. Jones and Pavel A. Pevzner

ISBN: 9780262101066

Publisher: The MIT Press

Pub Date: August 6, 2004

An introductory text that emphasizes the underlying algorithmic ideas that are driving advances in bioinformatics.

Mining the Biomedical Literature

by Hagit Shatkay and Mark Craven

ISBN: 9780262017695

Publisher: The MIT Press

Pub Date: August 10, 2012

A concise introduction to fundamental methods for finding and extracting relevant information from the ever-increasing amounts of biomedical text available

Gene Regulation and Metabolism

Post-Genomic Computational Approaches

Edited by Julio Collado-Vides and Ralf Hofestädt

ISBN: 9780262532686

Publisher: The MIT Press

Pub Date: August 20, 2004

As exciting as the new field of genomics is, it has not yet produced a basic conceptual change in biology. The fundamental problems remain: the origin of life, cell organization, the pathways of differentiation,...

Microarrays for an Integrative Genomics

by Isaac S. Kohane, Alvin Kho and Atul J. Butte

ISBN: 9780262612104

Publisher: The MIT Press

Pub Date: August 12, 2005

Functional genomics—the deconstruction of the genome to determine the biological function of genes and gene interactions—is one of the most fruitful new areas of biology. The growing use of DNA...