Definiens Image Miner


Definiens Image MinerTM integrates data mining with image analysis to accelarate research and development in life sciences. The tight linkage of data points and images efficiently supports knowledge generation from images through data mining, interactive data exploration, efficient review of results and quality control.

 

Data Exploration
of images, target structures and data points through various statistic tools;
easy gating of relevant subsets and outliers, discovering trends and patterns

Review
Efficient review of results; informed navigation through individual cases and groups of cases

Quality Control
Fast assessment of image classification, intuitive outlier identification and easy crosscheck against rich sets of quantitative morphology and molecular expression readouts

Data Mining
Training and verification of classifiers and prognostic factors using supervised and unsupervised machine learning techniques and other statistical methods; correlation between image analysis readouts and data from other sources

Customization
Configure specific data mining solutions, accelerate image analysis rule set development and develop integrated image analysis and data mining workflows

  • Identify better classifiers and biomarkers
  • Better understand underlying biology

  • Streamline and automate knowledge generation process
  • Reduce study time and costs

  • Reduce late-stage attrition 
  • Obtain consistent data for decision support and regulatory approval
Seamless links between images and data points facilitate quality control.
Integrating image analysis with data mining yields image mining.
Provides powerful machine learning functionality.
Image Mining is based on Definiens' Cognition Network Technology.