Deep Resolve is an AI-powered image reconstruction technology that takes advantage of intelligent denoising and convolutional neural networks to generate high resolution images from low resolution input. Scans can be faster, boosting workflow efficiency while improving patient comfort. Deep Resolve will offer an open interface that encourages collaboration and co-creation in a secure digital environment. Mobilizing the power of collective wisdom and experience enables extending the benefits of state-of-the-art MRI to new patient populations.
Deep ResolveMobilizing the power of networks
Features & Benefits
Shaping next gen AI
AI-based reconstruction is the next chapter in the digital future of magnetic resonance imaging. With Deep Resolve, AI is applied to image generation, thereby simplifying and speeding up workflows. This could increases the accuracy of diagnosis and serves the goal of expanding precision medicine through digitalization. We have a solid foundation of state-of-the-art med-tech and curated data from an international network and are the partner to trust in reliably and securely driving the digitalization of healthcare.
Acquiring sharper images, faster
Intelligent denoising and deep learning methods power Deep Resolve Gain and Deep Resolve Sharp technologies for sharper images acquired with faster scans. The convolutional neural network at the core of Deep Resolve Sharp was trained by comparing a vast amount of high- and lowresolution data. Within the reconstruction pipeline, Deep Resolve Sharp generates a high-resolution image from low-resolution input. By including raw data in the reconstruction process, in combination with Deep Resolve Gain intelligent denoising, clinically robust results are achieved, with sharper images and higher SNR.
Deep Resolve Gain increases SNR for better image quality without longer acquisition time.
Partnering for innovation
Digital innovation in healthcare requires open minds and an open space for fresh approaches to challenges. Deep Resolve is designed with an developerfriendly open interface for co-creation and knowledge exchange with partners. Standardized communication protocols make it easy to participate in development, and to collaborate and cooperate for innovation and translation into clinical practice. As a trusted technology leader, we are driving the digitalization of MRI by providing a future-proof, secure platform for innovation.
Clinical Use
Enabling efficient imaging
Deep learning image reconstruction addresses some of the key challenges that MR departments are currently facing. Deep Resolve can simplify procedures and enhance accuracy throughout the entire MRI acquisition and processing chain to improve workflow and diagnostic impact. Take a deep dive into Deep Resolve technologies and learn more about its clinical application.
Articles and talks
Further information about Deep Resolve in the MAGNETOM World