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• ▲ Fabian M. Kiessling

  Universitätsklinikum Aachen · Fraunhofer Institute for Digital Medicine Engineering
  36.2k

  citations

  93

  h-index

  260

  Aachen papers
• ▲ Peter Boor

  Universitätsklinikum Aachen · RWTH Aachen University Medicine
  26k

  citations

  79

  h-index

  371

  Aachen papers
• ▲ Dorit Merhof

  OTH Regensburg · University of California, San Francisco Computer Science
  13.1k

  citations

  47

  h-index

  116

  Aachen papers
• ▲ Elmar Stickeler

  Universitätsklinikum Aachen · RWTH Aachen University Biochemistry, Genetics and Molecular Biology
  12.2k

  citations

  55

  h-index

  271

  Aachen papers
• ▲ Volkmar Schulz

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

  citations

  51

  h-index

  145

  Aachen papers
• ▲ Moritz Palmowski

  University of Freiburg · University Medical Center Freiburg Engineering
  2.39k

  citations

  26

  h-index

  6

  Aachen papers
• ▲ Katja Krauss

  Women‘s Healthcare Group Medicine
  743

  citations

  13

  h-index

  13

  Aachen papers
• ▲ Rijo Roy

  Universitätsklinikum Aachen · RWTH Aachen University Biochemistry, Genetics and Molecular Biology
  583

  citations

  6

  h-index

  10

  Aachen papers
• ▲ Zuzanna Magnuska

  Universitätsklinikum Aachen · Medical University of Vienna Medicine
  287

  citations

  10

  h-index

  26

  Aachen papers
• ▲ Matthias Kohlen

  Universitätsklinikum Aachen · Nord-Ostdeutsche Gesellschaft für Gynäkologische Onkologie Medicine
  92

  citations

  5

  h-index

  12

  Aachen papers
• ▲ B. Sophia Winkler

  Universitätsklinikum Aachen Medicine
  61

  citations

  4

  h-index

  4

  Aachen papers
• ▲ Tatjana Pfeil

  Universitätsklinikum Aachen · RWTH Aachen University Computer Science
  35

  citations

  1

  h-index

  1

  Aachen papers

12 results

• Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology

  2022 Medical Image Analysis article Computer Science AI in cancer detection Open access

  186

  citations
• Digitalization impacts the COVID-19 pandemic and the stringency of government measures

  2022 Scientific Reports article Mathematics COVID-19 epidemiological studies Open access

  135

  citations
• Weakly supervised annotation‐free cancer detection and prediction of genotype in routine histopathology

  2021 The Journal of Pathology article Computer Science AI in cancer detection Open access

  82

  citations
• Implementation of eHealth and AI integrated diagnostics with multidisciplinary digitized data: are we ready from an international perspective?

  2020 European Radiology article Medicine Artificial Intelligence in Healthcare and Education Open access

  70

  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
• 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
• Combining Radiomics and Autoencoders to Distinguish Benign and Malignant Breast Tumors on US Images

  2024 Radiology article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  35

  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
• Influence of the Computer-Aided Decision Support System Design on Ultrasound-Based Breast Cancer Classification

  2022 Cancers article Computer Science AI in cancer detection Open access

  26

  citations
• Advanced ultrasound methods to improve chronic kidney disease diagnosis

  2024 npj Imaging article Medicine Ultrasound Imaging and Elastography Open access

  20

  citations
• Benchmarking artificial intelligence methods for end-to-end computational pathology

  2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access

  15

  citations
• Adversarial attacks and adversarial robustness in computational pathology

  2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Adversarial Robustness in Machine Learning Open access

  14

  citations
• Emerging methods in radiology

  2020 Der Radiologe article Medicine Medical Imaging Techniques and Applications Open access cited by 2 patents

  11

  citations
• Erratum to ‘Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology’ Medical Image Analysis, Volume 79, July 2022, 102474

  2022 Medical Image Analysis erratum Computer Science AI in cancer detection Open access

  3

  citations
• Digitalization impacts the COVID-19 pandemic and the stringency of government measures

  2022 medRxiv preprint Mathematics COVID-19 epidemiological studies Open access

  2

  citations

15 results