Machine Learning for Medical Imaging
Wediagnostix aims to enhance healthcare by providing advanced diagnostic tools to physicians and healthcare professionals.
Their solution utilizes deep learning within a cloud computing platform.
Wediagnostix expresses a strong demand focused on European law, which promotes national hosts for the storage of medical data.
Deep Learning: A Major Turning Point for Dental Imaging
WeDiagnostix combines deep learning and dental imaging with expertise in radiograph interpretation, harnessing the potential of graphic processors. With our expertise in creating images for automated learning with Python, we optimize production chains for specific distributions, avoiding generic builds such as Ubuntu. This approach gives us complete control and increased security, allowing us to quickly implement fixes.
We use a Cloud infrastructure that complies with health data standards, structured around a Virtual Private Cloud (VPC). This ensures cost control, flexibility, and optimal security, while guaranteeing the integrity and confidentiality of data, which is essential in healthcare.
The Infrastructure-as-Code approach accelerates deployment and ensures reproducibility of environments by minimizing configuration errors. Finally, the implementation of CI/CD via GitHub improves and streamlines code delivery, ensuring seamless updates and improving service quality.
Using GPUs for healthcare image processing
Private cloud IaaS architecture
Infrastructure-as-Code deployment
CI/CD applied to GitHub Action
Nothing beats real-life examples!
We offer you to download different customer cases highlighting various aspects of our services.
For example, you will find the evolution from expressed needs to their realization, the expertise in selected technologies, and the applied methods.
Some automations will be accessible, others will be anonymized for confidentiality reasons. If you require a more in-depth demonstration, do not hesitate to contact us.
"We needed a partner with a strong triple expertise: Security, Infrastructure, and Agile Methods. This is exactly what we found at Opsvox, and we recommend them without hesitation!"
"By collaborating with OpsVox, we successfully implemented our AI-based medical radio analysis service on a sovereign cloud. Their commitment to our project's success was truly impressive."
"In partnership with OpsVox, we have successfully reinvented our infrastructure. Their unparalleled expertise and personalized support have elevated our technological journey to the next level."
"We needed a partner with a strong triple expertise: Security, Infrastructure, and Agile Methods. This is exactly what we found at Opsvox, and we recommend them without hesitation!"
"By collaborating with OpsVox, we successfully implemented our AI-based medical radio analysis service on a sovereign cloud. Their commitment to our project's success was truly impressive."