No Reproducibility, No Progress: Rethinking CT Benchmarking

• Understanding metric-related pitfalls in image analysis validation

  2024 Nature Methods article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  209

  citations
• Quantitative Comparison of Deep Learning-Based Image Reconstruction Methods for Low-Dose and Sparse-Angle CT Applications

  2021 Journal of Imaging article Medicine Medical Imaging Techniques and Applications Open access

  53

  citations
• Low-dose computed tomography perceptual image quality assessment

  2024 Medical Image Analysis article Computer Science Image and Video Quality Assessment Open access cited by 1 patent

  32

  citations
• The Long Route to Standardized Radiomics: Unraveling the Knot from the End

  2020 Radiology article Medicine Radiomics and Machine Learning in Medical Imaging

  21

  citations
• 2DeteCT - A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning

  2023 Scientific Data data-paper Medicine Medical Imaging Techniques and Applications Open access

  18

  citations
• Benchmarking learned algorithms for computed tomography image reconstruction tasks

  2025 Applied Mathematics for Modern Challenges article Medicine Medical Imaging Techniques and Applications Open access

  5

  citations

6 results