SOPHiA DDM™
for Multimodal

Explore new frontiers in biology and disease through novel insights
Break down data silos by unifying genomic, imaging, clinical, and biological oncology data, while harnessing powerful algorithms in SOPHiA DDM™ to generate entirely novel insights and accelerate data-driven medicine.
Request a Demo

Charting new territories in cancer research

SOPHiA DDM™ for Multimodal harmonizes and standardizes different data modalities for novel insights generation in SOPHiA CarePath™.
Test research hypotheses with cohorting and prediction functionalities, and collaborate with other institutions on groundbreaking research.

Comprehensive data integration
Harmonize and visualize multimodal oncology data within a single platform to power meaningful research hypothesis generation.
Predictive model development
Harness advanced AI algorithms in SOPHiA DDM™ to uncover actionable insights and drive new discoveries.
Global collective intelligence

Participate in multicenter research studies utilizing
SOPHiA CarePath™ for patient cohorting and multimodal data visualization.

Democratizing
data-driven medicine

Improve accuracy

Utilize robust AI-powered algorithms to derive deep insights from complex data.

Expedite turnaround times

Utilize robust AI-powered algorithms to derive deep insights from complex data.

Accelerate adoption of precision medicine

Utilize robust AI-powered algorithms to derive deep insights from complex data.

Optimize resources

Utilize robust AI-powered algorithms to derive deep insights from complex data.

Accelerate adoption of precision medicine

Utilize robust AI-powered algorithms to derive deep insights from complex data.

Democratizing data-driven medicine

Multiple Modalities

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nunc

One Platform

Utilize robust AI-powered algorithms to derive deep insights from complex data.

Stronger Insights

Utilize robust AI-powered algorithms to derive deep insights from complex data.

Navigate multimodal data to unlock actionable insights

Multimodal healthcare data are securely uploaded through a meticulous ETL process from various sources and multiple centers to SOPHiA CarePath™, providing accurate, consistent, and high‑quality data integration and storage.
By harnessing the power of AI, the SOPHiA DDM™ multimodal harmonization engine integrates data from different data models, standardizing it for visualization, cohorting, and analysis in SOPHiA CarePath™. Machine learning models are developed in the SOPHiA DDM™ Multimodal Factory to reliably identify predictive signals.
SOPHiA CarePath™ integrates multimodal data to enable patient cohorting and predictive analytics. These capabilities support the identification of trends in disease relapse, treatment response, and toxicity across oncology indications.

Discovering new horizons in precision medicine

SOPHiA DDM™ uses AI‑driven algorithms to harmonize and standardize multimodal healthcare data for advanced analysis. 
Its powerful data visualization, cohorting, and prediction capabilities, proven in clinical studies like DEEP‑Lung‑IV and UroPredict, 
help to drive the advancement of precision medicine.

Visualization

Our DEEP‑Lung‑IV international observational study combines real‑world clinical, biological, genomic, and radiomic data to identify predictive treatment response signatures in stage IV non‑small cell lung cancer. 
SOPHiA CarePath™ enables the visualization of longitudinal patient data, including routine imaging.

Cohorting

In DEEP-Lung-IV, we standardized and harmonized real-world data, leveraging our cohorting capabilities to generate novel research hypotheses.

Prediction

We collaborated with UroCCR, the French Kidney Cancer Research Network, to develop a machine learning model for the prediction of kidney cancer recurrence. The resultant UroPredict calculator predicts the probability of disease‑free survival and assigns patients to a recurrence risk group.

Join the SOPHiA GENETICS commUNITY

SOPHiA UNITY

SOPHiA UNITY is a global network of leading healthcare institutions advancing oncology research through collaboration. This data‑driven commUNITY harnesses collective intelligence to draw deeper insights from multimodal data to enhance cancer care.
Learn More

SOPHiA GENETICS products are for Research Use Only and not for use in diagnostic procedures unless specified otherwise.

SOPHiA DDM™ Dx Hereditary Cancer Solution, SOPHiA DDM™ Dx RNAtarget Oncology Solution and SOPHiA DDM™ Dx Homologous Recombination Deficiency Solution are available as CE-IVD products for In Vitro Diagnostic Use in the European Economic Area (EEA), the United Kingdom and Switzerland. SOPHiA DDM™ Dx Myeloid Solution and SOPHiA DDM™ Dx Solid Tumor Solution are available as CE-IVD products for In Vitro Diagnostic Use in the EEA, the United Kingdom, Switzerland, and Israel. Information about products that may or may not be available in different countries and if applicable, may or may not have received approval or market clearance by a governmental regulatory body for different indications for use. Please contact us at [email protected] to obtain the appropriate product information for your country of residence.

All third-party trademarks listed by SOPHiA GENETICS remain the property of their respective owners. Unless specifically identified as such, SOPHiA GENETICS’ use of third-party trademarks does not indicate any relationship, sponsorship, or endorsement between SOPHiA GENETICS and the owners of these trademarks. Any references by SOPHiA GENETICS to third-party trademarks is to identify the corresponding third-party goods and/or services and shall be considered nominative fair use under the trademark law.

SOPHiA DDM™ Overview
Unlocking Insights, Transforming Healthcare
Learn About SOPHiA DDM™ 
SOPHiA DDM™ for Genomics

Oncology 

Rare and Inherited Disorders

Add-On Modules

SOPHiA DDM™ for Radiomics
Unlock entirely novel insights from your radiology images
Learn About SOPHiA DDM™ for Radiomics 
SOPHiA DDM™ for Multimodal
Explore new frontiers in biology and disease through novel insights
Learn About SOPHiA DDM™ for Multimodal
Professional Services
Accelerate breakthroughs with our tailored enablement services
Learn About our Professional Services