BDC Image classification

The BDC Image Classification tool has been developed to classify ultrasound, MRI and blood images using high-tech algorithms and processes in machine learning (ML) and artificial intelligence (AI).
It offers professionals in healthcare, for example, the ability to classify images from MRI scans, X-rays or digital platelets into, for example, the following categories: infected, healthy or questionable.

By Bassam Shoukri

In addition to classifying the images, the Image Classification tool allows you to extract much more information from the images, such as:
• The disease (Corona, Malaria, Alzheimer's).
• The age of the brain, for example
• Tumor detection
• Abnormality in the brain or other body tissues.

Example:

Based on a large amount of platelet data, the BDC Image Classification tool has “learned” to recognize malaria. In a fully automated process, the digital platelets are qualified one by one by the system and it is determined whether there is a Malaria infection.

With sufficient data (from platelets), the BDC Image Classification tool is also able to fully automatically qualify whether there is (or has been) a COVID-19 infection, for example.

The tool also works with normal photos or with sound fragments. For example, the tool can be used to scan sound signals from space or be used for object recognition in photos.

 

Business Intelligence image classification

Batch processing

One of the great advantages of the BDC Image Classification tool is that it helps to process, analyze and classify large amounts of images instead of having them manually reviewed one by one by experts. In this way, a broader insight is gained in a certain domain / area such as for example with regard to COVID-19.

Business Intelligence image classification

models and algorithms

The tool converts images into numbers, these numbers are used in models and algorithms, the numbers represent the main features of the images (edges, corners, contrast, intensities, etc.). Then, using the CNN (Convolutional Neural Network) process, this is applied to multiple layers and filters to classify the images and perform further analysis.

Do you have any questions about our BDC Image Classification tool?

 

Contact Us Willem de Fiouw or Bassam Shoukri, or email to info@b21s.nl

Business Intelligence image classification

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