Medical image analysis

Accurate. Automatic. Advanced. Custom AI medical image analysis software solutions can provide you with data embedded in patient scans.

At Graylight Imaging we create AI technologies for medicine. We have a proven track record of developing AI medical solutions and AI algorithms designed to address unique challenges.

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AI medical imaging: benefits and opportunities

Different types of input data

The cutting-edge algorithms we create can detect, outline, and analyse organs, their regions, and abnormalities in MRI, CT, PET, and Angio-CT scans.

Deep and Machine learning

Our engineers and scientists develop state-of-the-art algorithms based on both classical methods such as machine learning, and deep learning techniques.

Organ’s contouring and delineation

By automatically detecting and tracing the boundaries of internal organs and lesions on medical images, algorithms eliminate the time-consuming process of manual contouring.

Tumors segmentation

Based on your requirements, we can design customized automated and semi-automated algorithms to analyze internal organs and lesions.

Medical image analysis in cardiology

Benefit from our competencies in creating AI models designed to precisely outline coronary arteries, analyze cardiovascular imaging & extract medical data.

Automatic segmentation

We create custom cutting-edge algorithms that streamline the segmentation process, allowing radiologists to focus on more complex tasks.

Automatic measurement

Medical image analysis algorithms automatically measure defined organs and lesions. Automated RANO and RECIST are just examples of our capabilities.

Algorithms accuracy and performance

The AI models we create consistently deliver exceptional performance and precision, providing the best analytical output to achieve the best patient outcomes.

AI image segmentation

Using our experience in developing solutions for medical image processing and medical data analysis, we create algorithms that can be easily implemented in medical systems. Moreover, our approach is based on the specific requirements and business needs of our customers.

SELECTED WORKS FROM THE MEDICAL IMAGE ANALYSIS FIELD

Brain lesions

Automated tumor identification with subregions from MRI: oedemas and necroses as well as enhancing tumor

Visualization of the results

Calculation of the volume of each subregion

Top ranked in RSNA-ASNR-MICCAI 2022 Brain Tumor Segmentation (BraTS) Challenge

Vascular diseases

Identifying vessels from CT images in 2D

Build 3D model from 2D slices

Blending voxels for smoothing and resolution enhancement

3D high contrast visualization with 360° panning

Brain lesions

Automated tumor identification with subregions from MRI: oedemas and necroses as well as enhancing tumor

Visualization of the results

Calculation of the volume of each subregion

Top ranked in RSNA-ASNR-MICCAI 2022 Brain Tumor Segmentation (BraTS) Challenge

Vascular diseases

Identifying vessels from CT images in 2D

Build 3D model from 2D slices

Blending voxels for smoothing and resolution enhancement

3D high contrast visualization with 360° panning

Fluid flow simulation

We compute flow in reconstructed vessels for the estimation of plaque significance

Additionally, we can simulate patient specific physiological conditions and perform simulation

3D modelling toolkit

Generating 3D models from multiple scans

3D Mesh modeling and analysis

Development of a dedicated 3D viewer