Data Analytics for Protein Crystallization

Presents an overview of computational aspects of protein crystallization

Reviews computational methods for protein crystallization screening

Discusses the effective scoring of protein crystallization trial images

Examines the image processing of crystallization trial images

Describes the spatiotemporal analysis of protein crystal growth

Presents an overview of computational aspects of protein crystallization Reviews computational methods for protein crystallization screening Discusses the effective scoring of protein crystallization trial images Examines the image processing of crystallization trial images Describes the spatiotemporal analysis of protein crystal growth Includes supplementary material: sn.pub/extras

Auteur
Dr. Marc L. Pusey is a Research Scientist at iXpressGenes, Inc., Huntsville, AL, USA.
Dr. Ramazan S. Aygün is an Associate Professor in the Computer Science Department of the University of Alabama in Huntsville, USA.

Résumé

Presents an overview of computational aspects of protein crystallization

Reviews computational methods for protein crystallization screening

Discusses the effective scoring of protein crystallization trial images

Examines the image processing of crystallization trial images

Describes the spatiotemporal analysis of protein crystal growth

Contenu

Introduction to Protein Crystallization.- Scoring and Phases of Crystallization.- Computational Methods for Protein Crystallization Screening.- Robotic Image Acquisition.- Classification of Crystallization Trial Images.- Crystal Growth Analysis.- Focal Stacking for Crystallization Microscopy.- Crystal Image Region Segmentation.- Visualization.- Other Structure Determination Methods.- Future of Computational Protein Crystallization. <p