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Sdfconf: A Novel, Flexible, and Robust Molecular Data Management Tool.

Sakari T LättiSanna NiinivehmasOlli Taneli Pentikäinen
Published in: Journal of chemical information and modeling (2021)
Projects in chemo- and bioinformatics often consist of scattered data in various types and are difficult to access in a meaningful way for efficient data analysis. Data is usually too diverse to be even manipulated effectively. Sdfconf is data manipulation and analysis software to address this problem in a logical and robust manner. Other software commonly used for such tasks are either not designed with molecular and/or conformational data in mind or provide only a narrow set of tasks to be accomplished. Furthermore, many tools are only available within commercial software packages. Sdfconf is a flexible, robust, and free-of-charge tool for linking data from various sources for meaningful and efficient manipulation and analysis of molecule data sets. Sdfconf packages molecular structures and metadata into a complete ensemble, from which one can access both the whole data set and individual molecules and/or conformations. In this software note, we offer some practical examples of the utilization of sdfconf.
Keyphrases
  • data analysis
  • electronic health record
  • squamous cell carcinoma
  • photodynamic therapy
  • single molecule
  • working memory
  • machine learning
  • quality improvement
  • radiation therapy
  • deep learning
  • molecular dynamics