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• ▲ S. Gundacker

  Austrian Academy of Sciences · Universitätsklinikum Aachen Physics and Astronomy
  26.7k

  citations

  87

  h-index

  49

  Aachen papers
• ▲ Jakob Nikolas Kather

  University of Leeds · German Cancer Research Center Medicine
  23k

  citations

  78

  h-index

  158

  Aachen papers
• ▲ Volkmar Schulz

  Fraunhofer Institute for Digital Medicine · RWTH Aachen University Medicine
  9.13k

  citations

  51

  h-index

  146

  Aachen papers
• ▲ Tianyu Han

  Universitätsklinikum Aachen · University of Pennsylvania Medicine
  1.58k

  citations

  16

  h-index

  35

  Aachen papers
• ▲ David Schug

  Universitätsklinikum Aachen · RWTH Aachen University Physics and Astronomy
  1.36k

  citations

  21

  h-index

  49

  Aachen papers
• ▲ Pierre Gebhardt

  RWTH Aachen University Medicine
  1.21k

  citations

  20

  h-index

  11

  Aachen papers
• ▲ Bjoern Weissler

  RWTH Aachen University Medicine
  1.14k

  citations

  19

  h-index

  31

  Aachen papers
• ▲ Sebastian Daniel Reinartz

  Jena University Hospital · Friedrich Schiller University Jena Medicine
  1.09k

  citations

  16

  h-index

  18

  Aachen papers
• ▲ Marcel Straub

  RWTH Aachen University Physics and Astronomy
  638

  citations

  11

  h-index

  2

  Aachen papers
• ▲ Teresa Nolte

  Universitätsklinikum Aachen · RWTH Aachen University Medicine
  525

  citations

  10

  h-index

  32

  Aachen papers
• ▲ Vanessa Nadig

  King's College London · Universitätsklinikum Aachen Medicine
  456

  citations

  11

  h-index

  40

  Aachen papers
• ▲ Florian Mueller

  RWTH Aachen University Medicine
  416

  citations

  11

  h-index

  34

  Aachen papers
• ▲ Katrin Mueller

  Medicine
  407

  citations

  8

  h-index

  1

  Aachen papers
• ▲ Henning Nilius

  Medicine
  395

  citations

  10

  h-index

  1

  Aachen papers
• ▲ Robert Malte Siepmann

  Universitätsklinikum Aachen · RWTH Aachen University Medicine
  308

  citations

  10

  h-index

  54

  Aachen papers
• ▲ Katrin Herweg

  Universitätsklinikum Aachen · RWTH Aachen University Medicine
  191

  citations

  8

  h-index

  24

  Aachen papers
• ▲ Stephan Naunheim

  Medicine
  164

  citations

  7

  h-index

  29

  Aachen papers
• ▲ Nicolas Groß‐Weege

  Siemens Healthineers (Germany) · RWTH Aachen University Medicine
  164

  citations

  7

  h-index

  7

  Aachen papers
• ▲ Yannick Kuhl

  RWTH Aachen University Medicine
  150

  citations

  6

  h-index

  33

  Aachen papers
• ▲ Janko Lambertus

  RWTH Aachen University Medicine
  22

  citations

  2

  h-index

  3

  Aachen papers
• ▲ M. Bovelett

  RWTH Aachen University Medicine
  17

  citations

  2

  h-index

  4

  Aachen papers

21 results

• Denoising diffusion probabilistic models for 3D medical image generation

  2023 Scientific Reports article Computer Science Generative Adversarial Networks and Image Synthesis Open access cited by 2 patents

  343

  citations
• Multimodal Deep Learning for Integrating Chest Radiographs and Clinical Parameters: A Case for Transformers

  2023 Radiology article Computer Science Multimodal Machine Learning Applications

  107

  citations
• Encrypted federated learning for secure decentralized collaboration in cancer image analysis

  2023 Medical Image Analysis article Computer Science Privacy-Preserving Technologies in Data Open access

  90

  citations
• Breaking medical data sharing boundaries by using synthesized radiographs

  2020 Science Advances article Medicine Artificial Intelligence in Healthcare and Education Open access

  67

  citations
• Medical transformer for multimodal survival prediction in intensive care: integration of imaging and non-imaging data

  2023 Scientific Reports article Computer Science Machine Learning in Healthcare Open access

  60

  citations
• On timing-optimized SiPMs for Cherenkov detection to boost low cost time-of-flight PET

  2023 Physics in Medicine and Biology article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access

  44

  citations
• Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization

  2021 Nature Communications article Computer Science Explainable Artificial Intelligence (XAI) Open access

  42

  citations
• Artificial Intelligence for Clinical Interpretation of Bedside Chest Radiographs

  2022 Radiology article Medicine Artificial Intelligence in Healthcare and Education

  33

  citations
• Image prediction of disease progression for osteoarthritis by style-based manifold extrapolation

  2022 Nature Machine Intelligence article Medicine Artificial Intelligence in Healthcare and Education

  30

  citations
• (Hybrid) SPECT and PET Technologies

  2020 Recent results in cancer research/Recent Results in Cancer Research book-chapter Medicine Medical Imaging Techniques and Applications

  17

  citations
• Spiral blurring correction with water-fat separation for magnetic resonance fingerprinting in the breast

  2020 RWTH Publications (RWTH Aachen) article Medicine Advanced MRI Techniques and Applications Open access

  16

  citations
• Automation of data analysis in molecular cancer imaging and its potential impact on future clinical practice

  2020 Methods article Medicine Radiomics and Machine Learning in Medical Imaging

  12

  citations
• DIGILOG: A digital-analog SiPM towards 10 ps prompt-photon tagging in TOF-PET

  2023 conference-abstract Physics and Astronomy Radiation Detection and Scintillator Technologies

  8

  citations
• Encrypted federated learning for secure decentralized collaboration in cancer image analysis

  2022 medRxiv preprint Computer Science Privacy-Preserving Technologies in Data Open access

  7

  citations
• Near-field coded-mask technique and its potential for proton therapy monitoring

  2023 Physics in Medicine and Biology article Medicine Radiation Therapy and Dosimetry Open access

  7

  citations
• Image-derived mean velocity measurement for prediction of coronary flow reserve in a canonical stenosis phantom using magnetic particle imaging

  2021 PLoS ONE article Engineering Characterization and Applications of Magnetic Nanoparticles Open access

  5

  citations
• Feasibility study of 2D Dixon-Magnetic Resonance Fingerprinting (MRF) of breast cancer

  2022 European Journal of Radiology Open article Medicine MRI in cancer diagnosis Open access

  4

  citations
• Study of the TOFPET2c ASIC in time-of-flight detection of x-rays for scatter rejection in medical imaging applications

  2025 Physics in Medicine and Biology article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access

  2

  citations
• Initial results of the Hyperion IID PET insert for simultaneous PET-MRI applied to atherosclerotic plaque imaging in New-Zealand white rabbits

  2024 Physics in Medicine and Biology article Medicine Medical Imaging Techniques and Applications Open access

  1

  citations
• Transformers for CT Reconstruction from Monoplanar and Biplanar Radiographs

  2023 Lecture notes in computer science conference-paper Computer Science Generative Adversarial Networks and Image Synthesis

  1

  citations