Bisque: a platform for bioimage analysis and management

被引:127
作者
Kvilekval, Kristian [1 ]
Fedorov, Dmitry [1 ]
Obara, Boguslaw [1 ,2 ,3 ]
Singh, Ambuj [1 ,4 ]
Manjunath, B. S. [1 ]
机构
[1] Univ Calif Santa Barbara, Dept Elect & Comp Engn, Ctr Bioimage Informat, Santa Barbara, CA 93106 USA
[2] Univ Oxford, Oxford E Res Ctr, Oxford, England
[3] Univ Oxford, Oxford Ctr Integrat Syst Biol, Oxford, England
[4] Univ Calif Santa Barbara, Dept Comp Sci, Santa Barbara, CA 93106 USA
基金
美国国家科学基金会;
关键词
QUANTITATIVE-ANALYSIS; INFORMATICS; MICROSCOPY; DYNAMICS; MODEL;
D O I
10.1093/bioinformatics/btp699
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation: Advances in the field of microscopy have brought about the need for better image management and analysis solutions. Novel imaging techniques have created vast stores of images and metadata that are difficult to organize, search, process and analyze. These tasks are further complicated by conflicting and proprietary image and metadata formats, that impede analyzing and sharing of images and any associated data. These obstacles have resulted in research resources being locked away in digital media and file cabinets. Current image management systems do not address the pressing needs of researchers who must quantify image data on a regular basis. Results: We present Bisque, a web-based platform specifically designed to provide researchers with organizational and quantitative analysis tools for 5D image data. Users can extend Bisque with both data model and analysis extensions in order to adapt the system to local needs. Bisque's extensibility stems from two core concepts: flexible metadata facility and an open web-based architecture. Together these empower researchers to create, develop and share novel bioimage analyses. Several case studies using Bisque with specific applications are presented as an indication of how users can expect to extend Bisque for their own purposes.
引用
收藏
页码:544 / 552
页数:9
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