Medical image analysis: methods, use cases and AI technologies
AI technologies and tools for image analysis
Our experts have a robust technical portfolio, which enables them to employ the AI algorithms best suited for particular medical image analysis cases. The most commonly selected technologies include:
Deep learning architectures
- CNN (Convolutional neural networks)
- RNN (Recurrent neural networks)
- GAN (Generative adversarial networks)
Frameworks and libraries
Classic ML algorithms
- Clusterization: DSCAN, k-means
- Similarity: Annoy, Faiss
- Reduce dimension: ICA, t-SNE, etc.
Looking to introduce intelligent image analysis to your medical workflows?
Medical image file formats
Our solutions are compatible with all of the popular medical image file formats.
Start drawing more insights from medical images today
Capabilities of medical image analysis
Medical image processing supplies healthcare professionals with unique data crucial for accurate diagnostics and treatment of all conditions.
Healthcare data analytics services: key types, features, and applications
Discover how our healthcare data analytics services can enhance patient loyalty while growing revenue and learn which solutions fit your business goals.
Predictive modeling in healthcare: applications, adoption, and challenges
Predictive modeling in healthcare helps hospitals to resolve various issues. But how to implement predictive modeling tools successfully? Read to find out.
A guide to augmented analytics: use cases, platforms, and guidelines
Discover augmented analytics' cornerstones, adoption areas, top platforms on the market, and implementation guidelines.
8 best predictive analytics tools on the market
Discover the best predictive analytics tools and learn what factors to take into account to ensure maximum ROI on a predictive analytics technology spend.
Healthcare IoT: technology overview and top 10 applications
Discover top use cases and common challenges of the Internet of Medical Things and learn how to implement this solution in your healthcare organization.