Conference Contributions 2021

Bin-combination-based noise reduction for metal artifact reduction in photon counting CT
P. Trapp, A. Byl, L. Klein, S. Heinze, H.-P. Schlemmer, S. Sawall, and M. Kachelrieß
Presentation

Updates and future perspectives of CT technology
M. Kachelrieß
Presentation

Subsolid nodule detection in low-dose photon-counting CT of the chest
E. Wehrse, L. Klein, L.T. Rotkopf, W.L. Wagner, A. Tavakoli, C.P. Heußel, P. Mayer, C.H. Ziener, S. Delorme, M. Kachelrieß, H.-P. Schlemmer, and S. Sawall
Presentation

Dose reduction in photon-counting CT by ultra-high resolution acquisitions compared to today's iterative reconstructions: Combined benefits of the "iodine effect" and the "small pixel effect"
S. Sawall, L. Klein, E. Wehrse, C. Amato, J. Maier, C.H. Ziener, H.-P. Schlemmer, S. Heinze, and M. Kachelrieß
Presentation

Radiation risk minimizing tube current modulation (rmTCM) for x-ray computed tomography
J. Maier, L. Klein, S. Sawall, C. Liu, A. Maier, M. Lell, and M. Kachelrieß
Presentation

Deep scatter estimation (DSE) and correction for dual source dual energy CT
J. Erath, T. Vöth, J. Maier, E. Fournié, M. Petersilka, K. Stierstorfer, and M. Kachelrieß
Presentation

Dose reduction potential using patient-specific prefilters in single-energy CT within the performance limits of current diagnostic CT systems
J. Steidel, L. Klein, J. Maier, S. Sawall, and M. Kachelrieß
Presentation

Applications of artificial intelligence to CT image formation (Keynote Address)
M. Kachelrieß
Presentation     Video

KI in der CT-Rekonstruktion
M. Kachelrieß
Präsentation

Detektion von Milchglasinfiltraten in der photonenzählenden Niedrigdosis-CT
E. Wehrse, L. T. Rotkopf, P. Mayer, T. Hielscher, P.Glemser, C. P. Heußel, C. H. Ziener, S. Delorme, M. Kachelrieß, H.-P. Schlemmer und S. Sawall
Präsentation

AI applications coming soon to a CT scanner near you
M. Kachelrieß
Presentation    Video

Towards real-time EPID-based 3D in-vivo dosimetry method using machine learning
J. Martins, J. Maier, C. Gianoli, A. Alhazmi1, S. Neppl, M. Reiner, C. Belka, S. Veloza, M. Kachelrieß, and K. Parodi

DeepSLM: Image registration aware of sliding interfaces for motion-compensated reconstruction
M. Susenburger, P. Paysan, R. Savjani, J. Maier, I. Peterlik, and M. Kachelrieß
Presentation

RIDL: Row interpolation with deep learning
J. Magonov, M. Kachelrieß, E. Fournié, K. Stierstorfer, T. Buzug, and M. Stille
Presentation

Data-driven methods for image reconstruction and artifact reduction in CBCT
M. Kachelrieß
Presentation

Deep Scatter Estimation (DSE) - Behnken-Berger-Preis 2021
J. Maier, E. Eulig, T. Vöth, M. Knaup, J. Kuntz, S. Sawall und M. Kachelrieß
Presentation

Short Course: Photon Counting CT - Technology and Clinical Applications
M. Kachelrieß
Presentation

Deep learning in CT artifact correction
M. Kachelrieß
Presentation

Deep learning-based coronary artery motion estimation and compensation for iterative cardiac CT reconstructions
J. Maier, S. Lebedev, J. Erath, E. Eulig, S. Sawall, E. Fournié, K. Stierstorfer, M. Lell, and M. Kachelrieß
Presentaion

Beyond iodine: Dose reduction potential of hafnium contrast with patient-specific prefiltration
J. Steidel, L. Klein, J. Maier, S. Sawall and M. Kachelrieß
Presentation

Dose-efficient assessment of trabecular microstructure using photon-counting CT
J. Peña, L. Klein, J. Maier, E. Wehrse, H.-P. Schlemmer, K. Engelke, C.-C. Glüer, M. Kachelrieß, and S. Sawall
Presentation

A novel CT tube current modulation technique that minimizes patient risk
L. Klein, C. Liu, J. Steidel, S. Sawall, A. Maier, M. Lell, J. Maier, and M. Kachelrieß
Presentation

Recent Advancement in Medical Physics:
Photon-Counting CT (Keynote)
M. Kachelrieß
Presentation    Video