Preparing Medical Imaging Data for Machine Learning

• Development and validation of a framework for registration of whole-mount radical prostatectomy histopathology with three-dimensional transrectal ultrasound

  2025 BMC Urology article Computer Science Medical Image Segmentation Techniques Open access

  3

  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
• Accurate sex prediction of cisgender and transgender individuals without brain size bias

  2023 Scientific Reports article Medicine Sex and Gender in Healthcare Open access

  23

  citations
• Deep Learning Image Reconstruction for CT: Technical Principles and Clinical Prospects

  2023 Radiology article Medicine Medical Imaging Techniques and Applications Open access

  424

  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
• Artificial intelligence in liver diseases: Improving diagnostics, prognostics and response prediction

  2022 JHEP Reports article Medicine Artificial Intelligence in Healthcare and Education Open access

  229

  citations

6 results