Intensive Care Medicine | Radiology Development of image-based decision support systems utilizing information extracted from radiological free-text report databases with text-based transformers. November 7, 2023
Cardiology | Radiology Direct deep learning-based survival prediction from pre-interventional CT prior to transcatheter aortic valve replacement. October 16, 2023
Radiology Reduction of Gadolinium-Based Contrast Agents in MRI Using Convolutional Neural Networks and Different Input Protocols: Limited Interchangeability of Synthesized Sequences With Original Full-Dose Images Despite Excellent Quantitative Performance. February 3, 2023
Gynecology | Radiology Deep learning enables automated MRI-based estimation of uterine volume also in patients with uterine fibroids undergoing high-intensity focused ultrasound therapy. January 4, 2023
Hepatology | Radiology Deep learning supports the differentiation of alcoholic and other-than-alcoholic cirrhosis based on MRI. May 18, 2022
Radiology End-to-end automated body composition analyses with integrated quality control for opportunistic assessment of sarcopenia in CT. October 1, 2021
Radiology Detection of liver cirrhosis in standard T2-weighted MRI using deep transfer learning. May 11, 2021
Oncology | Radiology Fully Automated Segmentation of Connective Tissue Compartments for CT-Based Body Composition Analysis: A Deep Learning Approach. May 5, 2020