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Pre-hospital glycemia as a biomarker for in-hospital all-cause mortality in diabetic patients - a pilot study

2024 . Greco, Salvatore | Salatiello, Alessandro | De Motoli, Francesco | Giovine, Antonio | Veronese, Martina | Cupido, Maria Grazia | Pedarzani, Emma | Valpiani, Giorgia | Passaro, Angelina

Radiomics and machine learning for renal tumor subtype assessment using multiphase computed tomography in a multicenter setting

2024 . Uhlig, Annemarie | Uhlig, Johannes | Leha, Andreas | Biggemann, Lorenz | Bachanek, Sophie | Stöckle, Michael | Reichert, Mathias | Lotz, Joachim | Zeuschner, Philip | Maßmann, Alexander

Accelerometer-derived movement features as predictive biomarkers for muscle atrophy in neurocritical care: a prospective cohort study

2024 . Schmidbauer, Moritz L. | Putz, Timon | Gehri, Leon | Ratkovic, Luka | Maskos, Andreas | Zibold, Julia | Bauchmüller, Johanna | Imhof, Sophie | Weig, Thomas | Wuehr, Max | Dimitriadis, Konstantinos

Accuracy of automated segmentation and volumetry of acute intracerebral hemorrhage following minimally invasive surgery using a patch-based convolutional neural network in a small dataset

2024 . Elsheikh, Samer | Elbaz, Ahmed | Rau, Alexander | Demerath, Theo | Fung, Christian | Kellner, Elias | Urbach, Horst | Reisert, Marco

Predicting blood transfusion demand in intensive care patients after surgery by comparative analysis of temporally extended data selection

2024 . Sheikhalishahi, Seyedmostafa | Goss, Sebastian | Seidlmayer, Lea K. | Zaghdoudi, Sarra | Hinske, Ludwig C. | Kaspar, Mathias

Reduction of respiratory motion artifacts in gadoxetate-enhanced MR with a deep learning–based filter using convolutional neural network

2020 . Kromrey, Marie-Luise | Tamada, D. | Johno, H. | Funayama, S. | Nagata, N. | Ichikawa, S. | Kühn, J.-P. | Onishi, H. | Motosugi, U.

Comparison of machine learning algorithms to predict clinically significant prostate cancer of the peripheral zone with multiparametric MRI using clinical assessment categories and radiomic features