The Lung Image Database Consortium (LIDC) and Image Database Resource Initiative (IDRI): A Completed Reference Database of Lung Nodules on CT Scans

• Using ensemble radiomic models to identify uncertainty in lung nodule classifications

  2025 European Journal of Radiology Artificial Intelligence article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  1

  citations
• Feature analysis for proper intensity scaling and feature distinction in class activation maps

  2025 Knowledge-Based Systems article Computer Science Explainable Artificial Intelligence (XAI) Open access

  1

  citations
• Metrics reloaded: recommendations for image analysis validation

  2024 Nature Methods article Computer Science Medical Image Segmentation Techniques Open access

  468

  citations
• Advances in medical image analysis with vision Transformers: A comprehensive review

  2023 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques

  482

  citations
• 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
• MedMNIST v2 - A large-scale lightweight benchmark for 2D and 3D biomedical image classification

  2023 Scientific Data data-paper Computer Science Advanced Neural Network Applications Open access cited by 1 patent

  1,037

  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
• Fully Automated CAD System for Lung Cancer Detection and Classification Using 3D Residual U-Net with multi-Region Proposal Network (mRPN) in CT Images

  2023 Lecture notes in computer science conference-paper Computer Science AI in cancer detection

  0

  citations
• Monoplanar CT Reconstruction with GANs

  2022 International Conference on Image Processing Theory, Tools and Applications (IPTA) conference-paper Computer Science Generative Adversarial Networks and Image Synthesis

  2

  citations
• Reliability as a Precondition for Trust—Segmentation Reliability Analysis of Radiomic Features Improves Survival Prediction

  2022 Diagnostics article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  6

  citations
• MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification

  2021 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

  73

  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
• Technical Innovations in Pneumology: E-Health, Screening, Diagnostics, and Therapy

  2021 Respiration article Medicine Chronic Obstructive Pulmonary Disease (COPD) Research

  1

  citations
• Radiomics feature reproducibility under inter-rater variability in segmentations of CT images

  2020 Scientific Reports article Medicine Radiomics and Machine Learning in Medical Imaging Open access cited by 1 patent

  136

  citations
• Expertentreffen COPD: Technologische Innovationen in der Pneumologie – Facetten aus Diagnostik und Therapie

  2020 Pneumologie article Medicine Chronic Obstructive Pulmonary Disease (COPD) Research

  1

  citations
• Radiomic Feature Stability Analysis Based on Probabilistic Segmentations

  2020 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Medicine Radiomics and Machine Learning in Medical Imaging Open access

  9

  citations

16 results