Savana is your
AI Scientific partner
for RWE generation.

Savana is your
AI Scientific partner
for RWE generation.

Savana is your
AI Scientific partner
for RWE generation.

The AI + RWE products developed in our AI Lab.

WE UNDERSTAND YOUR EVIDENCE GENERATION NEED

01. Clinical Predictive models.

Natural

history.

Treatment

response.

Personalized

medicine.

Response patterns

to interventions.

Discovery of 

biomarker(s) combinations.

Identification of susceptible / undiagnosed patients.

Unsupervised, outcome-adjusted

patient clustering.

02. Descriptive studies.

Deeper Descriptive, Comparative and Registries creation and analyses:

Patient 

pathways.

Treatment 

patterns.

Standard 

of care.

Healthcare Resources Utilization 

(overall/stratified).

Epidemiological 

analysis.

Deep characterization of disease

phenotypes and sub-phenotypes.

Diagnostic /

Therapeutic patient journey.

Identification of clinical /

molecular risk factors.

03. Univariate and multivariate analyses.

Univariate

analyses.

Multivariate

analyses.

Registries creation

for HCRU.

04. Outcomes.

Clinical

Outcomes.

Impact

of Treatment.

Registries creation

for HCRU.

In the world of AI possibilities are infinite, contact us for a specific use case creation in our AI Lab:

Evaluation Methodology.

DATA-DRIVEN QUALITY ASSESSMENT, EXTERNAL EVALUATION AND NLP SYSTEM EVALUATION

Data-driven quality assessment:

Summary statistics for:

  • Population demographics.
  • Study key variables.

Objectives:

  • To guarantee data quality to answer objectives.
  • To adapt analysis strategy:
    • Missing values.
    • Data source heterogeneity.
    • Adjust population selection criteria.
  • To implement contingency strategies where needed.

External Evaluation Methodology & Evaluation of the NLP system:

01. External Evaluation Methodology:

02. Evaluation of the NLP system:

This is the first step for AI + RWE:

Start with your proposed AI + RWE use case:

Want to use it?: