Artificial intelligence (AI) and machine learning (ML) are key areas for the healthcare and medical devices industries.

Critical Software has several areas of AI expertise:

• Machine learning and data science, especially in forecasting and signal processing.
• Natural language processing (NLP) and text mining (TM), that could be used to analyse text input from physicians.
• Image analysis, pattern recognition, computer vision and deep learning, that can be used for analysing medical images, classifying them or extracting additional information/analysis.

AI has the potential for more accurate and faster diagnosis and treatment of patients and more efficient processes within healthcare systems as a whole.