A web-based clinical support system for managing and analysing medical images in DICOM format. The system facilitates secure file management, advanced search, and integration of machine learning models for medical analysis. It enables administrators to upload and manage image classification models, allow clinicians to upload, search, and analyse DICOM files, process uploaded DICOM files using a background worker, extracting pixel data and metadata, provide a real-time view of file processing status for clinicians.