Intelligence for Medical Imaging
Medical images are ubiquitous in healthcare.
They are used for diagnosis in radiology, for surgical planning, to quantify disease progression, and in many other workflows. Their use is increasing dramatically due to an aging population and healthcare innnovations. In some countries, a shortage of specialists to interpret these images, underscores the need for automation.
We have world-class expertise in AI and machine learning and a deep understanding of the imaging pipeline. While CT, MR, and US are the most common modalities and our roots in neurovascular imaging, we work with all modalities, anatomies, and pathologies.
XDMD develops AI for medical imaging.
Our software adheres to the highest quality standards.
We are actively advancing our processes to align with applicable regulatory. We work B2B on a project basis with hospitals and medical-technical companies and are preparing to support pharmaceutical companies and contract research organizations (CROs).
What we do
reconstruction
registration
detection
segmentation
reporting
We develop algorithms for the entire imaging pipeline, from acquisition and reconstruction (transforming raw data) to registration (spatial alignment), detection, segmentation (contouring objects), and interpretation and generating patient reports.
The most common high-level tasks in medical imaging are registration, detection, and segmentation. For example, the registration of pre-operative with intra-operative images to guide surgery, the detection of microbleeds to assess neurological damage, or the segmentation of tumors to measure their volume.
For whom
for Medtech
XDMD serves companies developing medical devices that use or produce images. These include diagnostic and intervention imaging systems, endoscopic and surgical camera systems, digital pathology imaging systems, portable or point-of-care devices, etcetera.
for Hospitals
XDMD serves hospitals that need to analyze images in research settings. For example, a clinician want to investigate a new imaging biomarker in a target patient population, but existing products on the market do not support this. XDMD develops tailor-made solutions to address this need. For academic researchers, XDMD can also act as small enterprise in public-private partnerships grants.
for Pharma
We are preparing our cloud-based platform and internal processes to comply with regulatory and industry standards specific to clinical trials. Additionally, we focus on data normalization, which is essential for handling patient and scanner variability. These measures enable us to support pharmaceutical companies and CROs in conducting multi-center and longitudinal trials that require accurate and reproducible imaging biomarkers.
By whom
by World-leading experts in medical imaging
We are world-leading experts in our respective domains, driven by a shared passion for innovation and improving healthcare. Coming from academia, our combined working experience spans decades in leading academic hospitals. We have published over six hundred articles in top international journals and proceedings, demonstrating our expertise across diverse areas of medical imaging. No imaging problem is too difficult for us to solve. Learn more about our people here.