Analytics

Maximizing your likelihood of success and return on investment is critical. Give your trial the attention to detail it deserves. AI Biostats can assist with:

  • Classical, Bayesean and Adaptive design options

  • Sample size estimations

  • Contingency and endpoint simulations

  • Sensitivity analyses

  • Statistical Analysis Plans

  • Negotiation with regulatory bodies

  • Result reporting for submissions, papers and marketing

Clinical Trials

Algorithm Development

Leverage your data and technological advantages in the development of the most efficient and effective algorithms for your application. Maximise your impact for patients and stakeholders.

  • Data cleaning and expert prep for AI/ML algorithms

  • Model comparison and selection

  • Diagnostic biomarker selection

  • Algorithm optimisation

  • AI transfer learning

  • Detection and classification

Discovery and Pre-clinical

Convert research leads into compelling products. Craft the options available into the most robust and efficient implementations for your users. Leverage statistics and machine learning with AI Biostats for:

  • Pilot study design and interpretation

  • Feature selection and dimension reduction

  • Modeling, simulation and robustness testing

  • Dataset integration

  • Competitive analysis

  • Custom cloud-based data analytics and reporting dashboards

Design-controlled studies under a quality system, such as verification & validation activities, constitute a major part of any path to market for regulated medical devices. Streamline your supporting V&V studies with AI Biostats:

  • Experience in implementing and reporting under ISO13485

  • Negotiations with regulators for V&V requirements

  • Harmonization of studies to support submissions across markets

  • Result reporting to the highest industry standards

  • Synergize designs for additional scientific and/or business goals

Development Studies