Medical Data Annotation
When it comes to training algorithms to recognise medical images, we have to annotate and segment huge sets of data. Marking with specific tags thousands of elements is time-consuming and requires specialised knowledge. But the quality of data annotation is vitally crucial for effective AI-powered tools development. Our dedicated medical data annotation team ensures high-quality and consistent labeling for different image types and formats.
Medical Data Mining
Based on latest generation computational techniques, Data Mining allows to analyse large-scale biological and clinical datasets transforming them into valuable human-readable information. Working with complex data formats, such as medical equipment raw data and BigOmics, helps to uncover meaningful molecular structures, understand disease mechanisms, and discover novel therapeutic targets.
AI and Computer vision
AI-powered decision support systems drastically improve diagnosis by full or partial routine tasks automation. These multi-step AI models assess both diagnostic results and patient’s data, and narrow down the investigation circle for a doctor. Therefore they free up healthcare professionals to focus on more complex tasks and patient care. While explaining to users the AI’s decision making process is equally important.
Medical Products Design
Designing medical products implies specific knowledge of the broad context of the healthcare system, where the adherence to rigorous quality control, testing procedures and regulatory compliance — is unshakable. Due to the critical nature of medical products in ensuring patient safety, we meet requirements, such as data security, reliability, ease of use, compatibility and beyond.
Medical Process Mining
Healthcare processes are complex and often convoluted. To discover the underlying process flow, we extract, preprocess and analyse available event logs. The key step here is algorithms application in order to generate truthful process models. Comparing them against the actual process execution, helps us identify bottlenecks, errors, non-compliance issues, as well as highlight improvement areas and make better resource allocation.
Medical Software Development and Consulting
With extensive experience in the medical field, we understand its unique challenges and requirements and strive to deliver solutions that meet the highest standards of quality, scalability, accuracy, and regulatory compliance. We know to create solutions from draft specification to post-market support, always aiming to enhance patient care and increase efficiency of healthcare settings.
Medical Analytics Services and BI
Big-scale analytics to support and improve your actual healthcare practices. Whether you require dataset normalization, statistical analysis, data visualization, predictive modeling, or any other form of data analysis, we’ll provide a customised approach to meet your specific goals and provide a comprehensive solution with actionable insights.