Sysoft Practice Engagement Information Sheet for Consulting and Software Support
Sysoft High Dimensional Biomarker Data Analysis Support for Translational and Precision Medicine

 

All the Benefits of Sysoft® Machine Learning Capabilities and Analytics for Biomarker Data

 
How can you realize the benefits of independent machine learning analytics skills of high dimensional biomarker data for analysis, prototyping and design activities? Look to the Sysoft’s high dimensional biomarker data analysis consulting and software support for translational and precision medicine. With the Sysoft® Machine Learning Capabilities and Analytics for Biomarker Data support, you can get expert help in R based solutions in Cox model, logistical regression, neural networks, GLM, random effect, mixed effected models and Time-varying covariates, dimension reduction methodologies, regularization, feature ranking technique based on z-score transformation, PCA, clustering, ICA, and more. Sysoft provides consulting and software support for High Dimensional Biomarker Data Analysis in Translational and Precision Medicine.

 

Summary

Sysoft consulting and software support for R based Machine Learning Capabilities and Analytics for Biomarker Data provides pharmaceutical companies, clinical R&D companies, Government regulatory bodies and other agencies and translational /precision bioinformatics R&D entities with a comprehensive software and consulting solution for analysis, prototyping and design activities.

Business Challenges

  • Analysis of clinical and high dimensional biomarker data sets from clinical studies with the help of R based statistics, applied cutting-edge bioinformatics, and machine learning
  • Independent analysis as well as validate analysis results for clinical and pharmaceutical translational research, precision medicine, and compliance
  • Evaluate, monitor, and adapt latest biomarker analysis methods
  • Summarize and present analysis to report conclusion for decision-making process

Key Features

  • Complete integrated functionality with full in-person on-site and off-site consulting help — R based solutions in Cox model, logistical regression, neural networks, GLM, random effect, mixed effected models and Time-varying covariates, dimension reduction methodologies, regularization, PCA, clustering, and ICA
  • High Dimensional Biomarker Data Analysis support for Translational and Precision Medicine — regularization, dimensional reduction, and ML model selection within framework
  • Version Managed Machine Learning Biomarker Data Repository with integration to external database for Optimal Results — Keep various analysis data readily available for comparison, derivation, translation when needed with full search capabilities
  • Reporting capabilities for decision making bodies — Summary analysis capability with visual and statistical analytics for decision making
  • Translational and Precision Bioinformatics Framework — for evaluating and adopting latest cutting-edge analysis methods in R and Python
  • Support for Data Engineering — Massively large Biomarker dataset in distributed server clusters with SparkR, Sparklyr, dplyr and Enhanced Map Reduce including Cloud environments: AWS, IBM, Oracle, and Microsoft Cl
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Best-Managed Data Driven Biomarker Research Consulting and Support

CONTACT SALES www.sysoft.com/biomed_data_science.