科研成果 by Year: 2022

2022
Wagner F, Thies M, Gu M, Huang Y, Pechmann S, Patwari M, Ploner S, Aust O, Uderhardt S, Schett G, et al. Ultralow-parameter denoising: trainable bilateral filter layers in computed tomography. Medical physics. 2022;49:5107–5120.
Khural BS, Baer-Beck M, Fournié E, Stierstorfer K, Huang Y, Maier A. Deep learning-based extended field of view computed tomography image reconstruction: influence of network design on image estimation outside the scan field of view. Biomedical Physics & Engineering Express. 2022;8:025021.
Rao DD, Maass N, Dennerlein F, Maier A, Huang Y. Machine Learning-based Detection of Spherical Markers in CT Volumes, in Bildverarbeitung für die Medizin 2022: Proceedings, German Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022. Springer Fachmedien Wiesbaden Wiesbaden; 2022:51–56.
Wagner F, Thies M, Karolczak M, Pechmann S, Huang Y, Gu M, Kling L, Weidner D, Aust O, Schett G, et al. Monte Carlo dose simulation for in-vivo X-ray nanoscopy, in Bildverarbeitung für die Medizin 2022: Proceedings, German Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022. Springer Fachmedien Wiesbaden Wiesbaden; 2022:107–112.
Thies M, Wagner F, Huang Y, Gu M, Kling L, Pechmann S, Aust O, Grüneboom A, Schett G, Christiansen S, et al. Calibration by differentiation–Self-supervised calibration for X-ray microscopy using a differentiable cone-beam reconstruction operator. Journal of microscopy. 2022;287:81–92.
Wagner F, Thies M, Denzinger F, Gu M, Patwari M, Ploner S, Maul N, Pfaff L, Huang Y, Maier A. Trainable joint bilateral filters for enhanced prediction stability in low-dose CT. Scientific Reports. 2022;12:17540.
Fan F, Kreher B, Keil H, Maier A, Huang Y. Fiducial marker recovery and detection from severely truncated data in navigation assisted spine surgery. Medical Physics. 2022;49:2914–2930.
Huang Y, Bert C, Sommer P, Frey B, Gaipl U, Distel LV, Weissmann T, Uder M, Schmidt MA, Dörfler A, et al. Deep learning for brain metastasis detection and segmentation in longitudinal MRI data. Medical Physics. 2022;49:5773–5786.
Dutta B, Root K, Ullmann I, Wagner F, Mayr M, Seuret M, Thies M, Stromer D, Christlein V, Schür J, et al. Deep learning for terahertz image denoising in nondestructive historical document analysis. Scientific Reports. 2022;12:1–11.