The Knowledge Hub for Medical Imaging Professionals: Transforming Radiology with Structured Reporting, Data-Driven Approaches and Multicentric Research

Access breakthrough research, innovative case studies and collaborative projects advancing radiology worldwide. Dive into our activities and product updates, and learn who we are as a company and as a team.

Doctors looking at MRI scans to evaluate a glioblastoma.

Optimizing Glioblastoma Imaging: Enhancing MRI Efficiency and Quality with Deep Learning

This study investigates the use of deep learning (DL) to optimize MRI protocols for glioblastoma patients, aiming to reduce scan time and improve image quality.

Glioblastomas are aggressive brain tumors requiring frequent MRI monitoring, which can be challenging due to lengthy scan times and motion artifacts. Traditional methods to shorten scan times, like parallel acquisition techniques (PAT) and compressed sensing (CS), have limitations such as reduced signal-to-noise ratio and overly smooth images.

The study, involving 33 patients, found that DL-optimized MRI sequences reduced scan time by 30% while enhancing image quality and maintaining diagnostic accuracy. These improvements are particularly beneficial for patients who struggle with lengthy MRI procedures, offering a promising advancement in glioblastoma care.

Read more about the study here.

Related Resources

Related Resources

A screenshot of the new extension in mint Lesion™: the Template Editor

Customizing structured data collection with mint Lesion Template Designer

We are thrilled to announce a forthcoming addition to mint Lesion: the Template Designer. This feature will transform the way users interact with our…

Three Key Benefits of Structured Reporting in Daily Clinical Routine

In this short interview, Dr. Remy Geenen from Northwest Clinics in Alkmaar, Netherlands, shares his personal mint Lesion™ experience, where he talks…

People in a workshop. The computer screens show the user interface of mint Lesion™ and various MRI scans.

Fostering Consistent Application and Interpretation of the Treatment Response Criteria Across Europe and Beyond

Last week Mint Medical supported an ESOI-EORTC joint hands-on course on imaging in assessing response to cancer therapy - a yearly event that took…