SOPHiA DDM™ for Radiomics

Leave no data behind
Patient and MD

SOPHiA DDM™ for Radiomics

Leave no data behind

Discover novel imaging biomarkers


Radiomics has emerged as a discipline for helping clinicians move beyond limited medical imaging gold standard response criteria.

With a vision of informing patient care, SOPHiA GENETICS offers a user-friendly, scalable research platform that enables the generation of high-throughput quantitative imaging features for cancers. Leveraging patented machine learning algorithms, SOPHiA DDM™ provides streamlined, end-to-end, automated workflows to segment medical images, extract standardized radiomics features and correlate them with outcomes.

Our cutting-edge technology and services can save time and deliver efficiency in insights generation from radiomic and multimodal data.
A universal health data analytics platform for a decentralized approach to healthcare
Source: Gillies, R. J., et al. (2016) 'Radiomics: Images Are More than Pictures; They Are Data', Radiology, 278, p563-577
Data pooling and knowledge sharing

Generate high-quality, standardized radiomic data


Medical imaging segmentation is a tedious, subjective and time-consuming process often performed manually in software lacking radiomics features calculation capabilities.

SOPHiA DDM™ for Radiomics features time-saving, AI-powered, indication-specific segmentation tools covering a wide range of major tumor types:
A universal health data analytics platform for a decentralized approach to healthcare
Process repeatability and radiotherapy planning structure import functionality are supplemented by the latest Imaging Biomarker Standardization Initiative (IBSI) guidelines for everything from features definition to image processing pipelines. Our quality data drives confident application of our analytics to multicentric research.

Access explainable and interpretable AI-based predictive models


The SOPHiA DDM™ platform and SOPHiA GENETICS’ advanced data science skills support your data and clinical expertise to answer your research questions.

Through our data science services, we can empower your discoveries with machine learning, delivering trustworthy results that can shorten your time to publication.

Whether your research is looking to detect disease, discriminate among histological subtypes or predict tumor evolution or disease progression, our deep experience and patented algorithms generate comprehensive data interpretation and a ready-to-publish report.

Unleash the power of your data and your knowledge.
A universal health data analytics platform for a decentralized approach to healthcare
Data pooling and knowledge sharing

Scale your research in the cloud


Radiomics research is booming. In 2020, more than 1,500 peer-reviewed radiomics papers were published.1 But almost none of this research affects the clinical world, largely because of the limited scalability of radiomics platforms.

The cloud-based decentralized SOPHiA DDM™ platform supports data storage and management designed for safety and privacy. A cloud-based deployment unlocks knowledge sharing between institutions and includes scalable storage and computation at minimal cost compared to on-premise solutions as well as reduces the hardware footprint in your institution.
1 Pinto dos Santos, D., et al. (2021) 'A decade of radiomics research: Are images really data or just patterns in the noise?' European Radiology, 31, pp1-4.
2 Johnson, L., et al. (2019). 'Cost Comparison of an On-Premise IT Solution with a Cloud-Based Solution for Electronic Health Records in a Dental School Clinic, International Journal of Environmental Research and Public Health', Journal of Dental Education, 83(8), p895-903.
3 Violino, B. 'Where to look for cost savings in the cloud', InfoWorld, 16 March 2020.
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