FDA Radiology AI Devices

Deep Learning Image Reconstruction for Gemstone Spectral Imaging by GE Medical Systems is an AI-powered CT image reconstruction method designed to produce high-quality cross-sectional CT images from dual-energy X-ray data. It is intended for whole body, vascular, and contrast-enhanced head CT applications, enhancing image quality with a deep neural network-based algorithm that improves low contrast detectability, noise reduction, and artifact suppression, supporting accurate and reliable diagnosis.

The Aquilion Exceed LB (TSX-202A/3) V10.6 with AiCE-i is a whole-body multi-slice helical CT scanner that acquires and displays cross-sectional volume images, including the head. It incorporates AiCE, an AI-based noise reduction algorithm using deep convolutional neural networks, to improve image quality and reduce noise in scans of the abdomen, pelvis, lung, extremities, head, and inner ear. This technology helps clinicians obtain clearer images at potentially lower radiation doses, facilitating better diagnostic accuracy.

Revolution Ascend is a computed tomography (CT) scanner designed for head, whole body, cardiac and vascular imaging. It produces detailed cross-sectional images using X-ray data taken from multiple angles. The system incorporates advanced AI-enabled features like deep learning-based auto positioning and machine learning-enabled intelligent protocoling to improve workflow and image acquisition. It aids clinicians in diagnosis, treatment planning, and monitoring.

SIGNA Artist is a magnetic resonance imaging (MRI) scanner designed to produce high-resolution diagnostic images of the whole body. It supports multiple imaging planes and can generate a variety of images including axial, sagittal, coronal, spectroscopic, parametric maps, and dynamic images. The AIR Recon DL software feature enhances image quality by improving signal-to-noise ratio and sharpness, assisting clinicians in diagnosis through clearer MRI images.

The uMR 780 is a 3.0 Tesla MRI system designed to generate high-quality cross-sectional and spectroscopic images of the head, body, and extremities. It assists clinicians in diagnosing various conditions by providing detailed anatomical and functional images, with the option to use contrast agents. The latest version includes software enhancements such as new pulse sequences and AI-assisted image reconstruction methods, improving image quality and analysis.

The SIGNA Premier by GE Healthcare is a whole-body magnetic resonance imaging (MRI) system designed to produce high-resolution diagnostic images of many body parts including the head, spine, joints, and heart. It incorporates a new AI-powered software feature called AIR Recon DL that improves image quality by enhancing signal-to-noise ratio and sharpness, while allowing for shorter scan times. This helps clinicians get clearer images faster, supporting better diagnosis and patient care.

The Aquilion Prime SP V10.2 with AiCE-i is an advanced CT imaging system that uses artificial intelligence through Deep Convolutional Neural Networks to reduce image noise and improve image clarity. This system helps clinicians capture better quality whole-body CT scans, including the head, optimizing image quality and potentially reducing radiation dose for patients.

The Biograph Vision and Biograph mCT PET/CT systems from Siemens are advanced imaging machines that combine CT and PET technologies to produce high-resolution images showing both anatomical structures and physiological functions. These systems help healthcare professionals detect, localize, diagnose, and stage various diseases including cancer, cardiovascular, and neurological disorders, and also assist with radiotherapy and interventional procedures.

The Aquilion ONE (TSX-306A/3) V10.0 with Spectral Imaging System is a whole-body multi-slice helical CT scanner. It captures high-quality cross-sectional volume images of whole organs in a single rotation. It includes advanced AI algorithms—AiCE for noise reduction using Deep Convolutional Neural Networks and FIRST iterative reconstruction to improve image quality and reduce radiation dose. It supports spectral imaging with rapid kV switching to differentiate material composition in tissues, aiding clinicians in diagnosis and treatment planning.

The Biograph Horizon is a medical imaging system that combines positron emission tomography (PET) and computed tomography (CT) to provide detailed metabolic and anatomical images of the body. It helps clinicians in detecting, diagnosing, and monitoring diseases such as cancer, cardiovascular, and neurological disorders by fusing high-resolution functional and anatomical data, thereby improving treatment planning and clinical decision-making.