HERSHEY, Pa. — Penn State Health is now using a cutting-edge imaging technology that significantly reduces the time patients spend under anesthesia during MRI scans — with especially meaningful benefits for children. Due to generous support from Children’s Miracle Network and the local community, Milton S. Hershey Medical Center has implemented Deep Resolve, an AI-powered image reconstruction software developed by Siemens Healthineers.
Deep Resolve uses deep learning to generate faster, sharper and clearer MRI images. By accelerating scan times, the technology helps minimize the duration of anesthesia — a critical improvement for pediatric patients, whose developing bodies are more sensitive to sedation.
“Reducing anesthesia time is a game-changer for children,” said Anita Krivenko, chief MRI technologist at Milton S. Hershey Medical Center. “It means less risk, less stress and a more comfortable experience for our youngest patients and their families.”
Since its installation in April, Deep Resolve has transformed the way MRI scans are performed at Penn State Health Golisano Children’s Hospital. Radiologists initially validated the software’s accuracy by comparing it to standard imaging protocols. The results were so promising that approximately 90% of pediatric MRI scans now rely solely on Deep Resolve — and families are already seeing the benefits.
On average, scan times are shortened by seven to 10 minutes per exam. For example, a knee MRI can now be completed in just seven minutes, while the duration of more complex scans — such as brain imaging — can be reduced by up to 70%. This not only shortens anesthesia time but also decreases the likelihood of repeat scans due to patient movement, which is especially helpful for children experiencing pain or anxiety.
In some cases, Deep Resolve has eliminated the need for anesthesia altogether. With support from the hospital’s Child Life team — which specializes in preparing and comforting children during medical procedures — many young patients can now complete their MRI scans while fully awake.