Linda-Sophie Schneider

2026

Conference Contributions

• Sun Y., Schneider LS., Schwarz A., Gu M., Mei S., Ye C., Bayer S., Maier A.:
  LSTT: Latent Spatio-Temporal Transformer for Non-rigid Motion Compensation in CBCT
  1st International Workshop on Reconstruction and Imaging Motion Estimation, RIME 2025, and 7th International Workshop on Graphs in Biomedical Image Analysis, GRAIL 2025, held in conjunction with the 28th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2025 (Daejeon, September 27, 2025 - September 27, 2025)
  In: Lina Felsner, Thomas Küstner, Andreas Maier, Chen Qin, Seyed-Ahmad Ahmadi, Anees Kazi, Xiaoling Hu (ed.): Lecture Notes in Computer Science 2026
  DOI: 10.1007/978-3-032-06103-4_8
  BibTeX: Download

2025

Journal Articles

• Schneider LS., Peng J., Maier A.:
  Robot movement planning for obstacle avoidance using reinforcement learning
  In: Scientific Reports 15 (2025), Article No.: 32506
  ISSN: 2045-2322
  DOI: 10.1038/s41598-025-17740-5
  BibTeX: Download
• Ye C., Schneider LS., Sun Y., Thies M., Mei S., Maier A.:
  DRACO: differentiable reconstruction for arbitrary CBCT orbits
  In: Physics in Medicine and Biology 70 (2025), Article No.: 075005
  ISSN: 0031-9155
  DOI: 10.1088/1361-6560/adbb50
  BibTeX: Download
• Sun Y., Huang Y., Yang Z., Schneider LS., Thies M., Gu M., Mei S., Bayer S., Zöllner FG., Maier A.:
  EAGLE: an edge-aware gradient localization enhanced loss for CT image reconstruction
  In: Journal of Medical Imaging 12 (2025), Article No.: 014001
  ISSN: 2329-4310
  DOI: 10.1117/1.JMI.12.1.014001
  BibTeX: Download
• Schiering N., Eichstädt S., Heizmann M., Koch W., Schneider LS., Scheele S., Sommer KD.:
  Modelling of measuring systems – From white box models to cognitive approaches
  In: Measurement: Sensors (2025), Article No.: 101503
  ISSN: 2665-9174
  DOI: 10.1016/j.measen.2024.101503
  BibTeX: Download

Conference Contributions

• Sun Y., Schneider LS., Ye C., Gu M., Mei S., Bayer S., Maier A.:
  Learning Wavelet-Sparse FDK for 3D Cone-Beam CT Reconstruction
  International Conference on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (, May 27, 2025 - May 30, 2025)
  BibTeX: Download
• Ye C., Schneider LS., Sun Y., Thies M., Maier A.:
  Compressibility Analysis for the differentiable shift-variant Filtered Backprojection Model
  Medical Imaging 2025: Physics of Medical Imaging (San Diego, CA, February 17, 2025 - February 21, 2025)
  In: John M. Sabol, Ke Li, Shiva Abbaszadeh (ed.): Medical Imaging 2025: Physics of Medical Imaging 2025
  DOI: 10.1117/12.3047414
  BibTeX: Download
• Schneider LS., Waldyra A., Sun Y., Maier A.:
  Differentiable Few-view CT-Reconstruction for Arbitrary CT-Trajectories including Prior Knowledge
  14th Conference on Industrial Computed Tomography (iCT), 4 - 7 February 2025, Antwerp, Belgium (iCT 2025) (Antwerp, February 4, 2025 - February 7, 2025)
  In: 14th Conference on Industrial Computed Tomography (iCT), 4 - 7 February 2025, Antwerp, Belgium (iCT 2025) 2025
  DOI: 10.58286/30724
  BibTeX: Download
• Schneider LS., Dhingra A., Maier A.:
  Task-Based Optimization of CT Trajectories Using a Learned Defect Visibility Metric
  14th Conference on Industrial Computed Tomography (iCT), 4 - 7 February 2025, Antwerp, Belgium (iCT 2025) (Antwerp, February 4, 2025 - February 6, 2025)
  In: 14th Conference on Industrial Computed Tomography (iCT), 4 - 7 February 2025, Antwerp, Belgium (iCT 2025) 2025
  DOI: 10.58286/30758
  BibTeX: Download
• Ye C., Schneider LS., Sun Y., Thies M., Maier A.:
  Learned Shift-variant CBCT Reconstruction Weights for Non-continuous Trajectories
  German Conference on Medical Image Computing, 2025 (Regensburg, DEU, March 9, 2025 - March 11, 2025)
  In: Christoph Palm, Katharina Breininger, Thomas Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Thomas M. Tolxdorff (ed.): Informatik aktuell 2025
  DOI: 10.1007/978-3-658-47422-5_68
  BibTeX: Download
• Sun Y., Sun Y., Schneider LS., Schwarz A., Gu M., Mei S., Ye C., Bayer S., Maier A.:
  LSTT: Latent Spatio-Temporal Transformer for Non-rigid Motion Compensation in CBCT
  In: International Workshop on Reconstruction and Imaging Motion Estimation 2025
  BibTeX: Download

2024

Journal Articles

• Thies M., Wagner F., Maul N., Yu H., Goldmann M., Schneider LS., Gu M., Mei S., Folle L., Preuhs A., Manhart M., Maier A.:
  A gradient-based approach to fast and accurate head motion compensation in cone-beam CT
  In: IEEE Transactions on Medical Imaging (2024), p. 1-1
  ISSN: 0278-0062
  DOI: 10.1109/TMI.2024.3474250
  BibTeX: Download
• Schneider LS., Krauß P., Schiering N., Syben C., Schielein R., Maier A.:
  Data-driven modeling in metrology - A short introduction, current developments and future perspectives
  In: Technisches Messen 91 (2024), p. 480-503
  ISSN: 0171-8096
  DOI: 10.1515/teme-2024-0004
  BibTeX: Download
• Sukowski F., Rauch D., Schielein R., Schön T., Waldyra A., Fries M., Maier A., Schneider LS., Herl G., Wittl S., Zabler S., Zeitel S., Bissels J., Becker C.:
  SmartCT - Development of AI based methods for automation of RoboCT scan procedures
  In: e-Journal of Nondestructive Testing 29 (2024)
  DOI: 10.58286/29232
  BibTeX: Download

Conference Contributions

• Zhou Y., Schneider LS., Fan F., Maier A.:
  A 2D Sinogram-Based Approach to Defect Localization in Computed Tomography
  (2024)
  DOI: 10.48550/arXiv.2401.16104
  BibTeX: Download
• Yuan Y., Schneider LS., Maier A.:
  Application of Gated Recurrent Units for CT Trajectory Optimization
  (2024)
  DOI: 10.48550/arXiv.2405.09333
  BibTeX: Download
• Sun Y., Schneider LS., Fan F., Thies M., Gu M., Mei S., Zhou Y., Bayer S., Maier A.:
  Data-Driven Filter Design in FBP: Transforming CT Reconstruction with Trainable Fourier Series
  (2024)
  DOI: 10.48550/arXiv.2401.16039
  BibTeX: Download
• Ye C., Schneider LS., Sun Y., Maier A.:
  Deep Learning Computed Tomography based on the Defrise and Clack Algorithm
  (2024)
  DOI: 10.48550/arXiv.2403.00426
  BibTeX: Download
• Schneider LS., Herl G., Maier A.:
  Integer Optimization of CT Trajectories using a Discrete Data Completeness Formulation
  CT Meeting 2024 (Bamberg, August 5, 2024 - August 9, 2024)
  DOI: 10.48550/arXiv.2402.10223
  BibTeX: Download

2023

Journal Articles

• Thies M., Wagner F., Maul N., Folle L., Meier M., Rohleder M., Schneider LS., Pfaff L., Gu M., Utz J., Denzinger F., Manhart M., Maier A.:
  Gradient-based geometry learning for fan-beam CT reconstruction
  In: Physics in Medicine and Biology 68 (2023), Article No.: 205004
  ISSN: 0031-9155
  DOI: 10.1088/1361-6560/acf90e
  URL: https://iopscience.iop.org/article/10.1088/1361-6560/acf90e
  BibTeX: Download

Conference Contributions

• Schneider LS., Thies M., Schielein R., Syben C., Unberath M., Maier A.:
  Learning-based Trajectory Optimization for a Twin Robotic CT System
  12th Conference on Industrial Computed Tomography (iCT) 2023 (Fürth, February 27, 2023 - March 2, 2023)
  In: NDT.net Issue: 2023-03 2023
  DOI: 10.58286/27748
  BibTeX: Download
• Thies M., Wagner F., Maul N., Pfaff L., Schneider LS., Syben C., Maier A.:
  Optimizing CT Scan Geometries With and Without Gradients
  17th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D) (Stony Brook University, New York, July 16, 2023 - July 21, 2023)
  Open Access: https://arxiv.org/abs/2302.06251
  BibTeX: Download
• Schneider LS., Thies M., Syben C., Schielein R., Unberath M., Maier A.:
  Task-based Generation of Optimized Projection Sets using Differentiable Ranking
  Fully3D 2023 (Stony Brook State University of New York, July 16, 2023 - July 21, 2023)
  In: Fully3D 2023 Proceedings 2023
  DOI: 10.48550/arXiv.2303.11724
  URL: https://arxiv.org/abs/2303.11724
  BibTeX: Download