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Marc Kachelrieß

German Cancer Research Center · DE
Area of research
Radiology, Nuclear Medicine and Imaging · Biomedical Engineering
Research interest
Research interests include Medical Imaging Techniques and Applications, Advanced X-ray and CT Imaging, Radiation Dose and Imaging, and Advanced Radiotherapy Techniques.
h-index
50
citations
10,791
works
379
NIH funding
primary concept
email

Recent publications

CT material decomposition with contrast agents: Single or multiple spectral photon‐counting CT scans? A simulation study
Medical Physics 2025cited by 5position: lastdoi
Deep learning‐based cone‐beam CT motion compensation with single‐view temporal resolution
Medical Physics 2025cited by 4position: lastdoi
Spectral CT in practice: insights from an International Atomic Energy Agency survey
Insights into Imaging 2025cited by 4position: middledoi
Dental photon-counting computed tomography for the assessment of peri-implant structures
International Journal of Implant Dentistry 2025cited by 2position: middledoi
Latent space reconstruction for missing data problems in CT
Medical Physics 2025cited by 2position: lastdoi
Deep scatter estimation for static CT using multiple projections
2025cited by 2position: lastdoi
Risk‐minimizing tube current and tube voltage modulation for CT: A simulation study
Medical Physics 2025cited by 1position: lastdoi
Deep learning in CT image reconstruction and processing: techniques, performance evaluation, radiation dose, and future perspective
British Journal of Radiology 2025cited by 1position: middledoi
Deep bowtie and patient scatter correction applied to clinical photon-counting CT
2025cited by 1position: lastdoi
Noise‐augmented deep denoising: A method to boost CT image denoising networks
Medical Physics 2025cited by 1position: lastdoi
Benchmarking deep learning‐based low‐dose CT image denoising algorithms
Medical Physics 2024cited by 26position: lastdoi
Dental imaging in clinical photon-counting CT at a quarter of DVT dose
Journal of Dentistry 2024cited by 19position: middledoi
Training of a deep learning based digital subtraction angiography method using synthetic data
Medical Physics 2024cited by 6position: lastdoi
Image quality of opportunistic breast examinations in photon-counting computed tomography: A phantom study
Physica Medica 2024cited by 6position: lastdoi
Two-view topogram-based anatomy-guided CT reconstruction for prospective risk minimization
Scientific Reports 2024cited by 5position: middledoi
Reconstructing and analyzing the invariances of low‐dose CT image denoising networks
Medical Physics 2024cited by 4position: lastdoi
Reducing windmill artifacts in clinical spiral CT using a deep learning‐based projection raw data upsampling: Method and robustness evaluation
Medical Physics 2024cited by 2position: lastdoi
Patient radiation risk reduction by controlling the tube start angle in single and dual source spiral CT scans: A simulation study
Medical Physics 2024cited by 2position: lastdoi
Potential radiation dose reduction in clinical photon-counting CT by the small pixel effect: ultra-high resolution (UHR) acquisitions reconstructed to standard resolution
European Radiology 2023cited by 37position: middledoi
Dual-contrast photon-counting micro-CT using iodine and a novel bismuth-based contrast agent
Physics in Medicine and Biology 2023cited by 12position: middledoi
Towards real-time EPID-based 3D in vivo dosimetry for IMRT with Deep Neural Networks: A feasibility study
Physica Medica 2023cited by 8position: middledoi
Single‐spoke binning: Reducing motion artifacts in abdominal radial stack‐of‐stars imaging
Magnetic Resonance in Medicine 2023cited by 5position: middledoi
Raw data consistent deep learning‐based field of view extension for dual‐source dual‐energy CT
Medical Physics 2023cited by 3position: lastdoi
Real‐time 3D reconstruction of guidewires and stents using two update X‐ray projections in a rotating imaging setup
Medical Physics 2023cited by 2position: lastdoi
Projection-based Motion Correction for Shifted-Detector Cone-Beam CT
2023cited by 1position: lastdoi
Real‐time estimation of patient‐specific dose distributions for medical CT using the deep dose estimation
Medical Physics 2022cited by 43position: lastdoi
Dose-efficient assessment of trabecular microstructure using ultra-high-resolution photon-counting CT
Zeitschrift für Medizinische Physik 2022cited by 43position: middledoi
Dental imaging using an ultra-high resolution photon-counting CT system
Scientific Reports 2022cited by 36position: middledoi
Patient‐specific radiation risk‐based tube current modulation for diagnostic CT
Medical Physics 2022cited by 22position: lastdoi
Empirical scatter correction: CBCT scatter artifact reduction without prior information
Medical Physics 2022cited by 20position: lastdoi

Grants

No grants ingested yet.

Frequent collaborators

Stefan Sawall · German Cancer Research Center67 papers (2012–2025)Joscha Maier · German Cancer Research Center55 papers (2013–2025)Michael Knaup · German Cancer Research Center35 papers (2012–2025)Heinz-Peter Schlemmer · German Cancer Research Center29 papers (2014–2024)Jan Kuntz · German Cancer Research Center20 papers (2012–2023)Michael Lell · Nuremberg Hospital20 papers (2012–2024)Elias Eulig · German Cancer Research Center17 papers (2018–2025)Christopher M. Rank · Roche Pharma AG (Germany)17 papers (2015–2020)Thorsten Heußer · German Cancer Research Center16 papers (2012–2017)Laura Klein · German Cancer Research Center15 papers (2019–2024)Marcus Brehm · Siemens Healthcare (United States)15 papers (2012–2018) · 13 papers (2016–2025)Martin T. Freitag · University Medical Center Freiburg11 papers (2016–2017)Sabrina Dorn · German Cancer Research Center11 papers (2017–2021) · 10 papers (2019–2025)Andreas Wetscherek · Royal Marsden NHS Foundation Trust10 papers (2015–2021)Julien Erath · Siemens Healthineers (Germany)9 papers (2019–2025)Andreas Maier · Universität Hamburg9 papers (2017–2024)Carlo Amato · Heidelberg University9 papers (2019–2023)David Simons · Pennsylvania State University8 papers (2014–2018)