Multi-institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation

• Artificial Intelligence for Response Assessment in Neuro Oncology (AI-RANO), part 2: recommendations for standardisation, validation, and good clinical practice

  2024 The Lancet Oncology article Medicine Artificial Intelligence in Healthcare and Education Open access

  35

  citations
• Will it run?—A proof of concept for smoke testing decentralized data analytics experiments

  2024 Frontiers in Medicine article Decision Sciences Scientific Computing and Data Management Open access

  1

  citations
• Multi-institutional PET/CT image segmentation using federated deep transformer learning

  2023 Computer Methods and Programs in Biomedicine article Computer Science Privacy-Preserving Technologies in Data Open access cited by 1 patent

  32

  citations
• The Liver Tumor Segmentation Benchmark (LiTS)

  2022 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access cited by 8 patents

  1,254

  citations
• W4283764415

  2022 Methods of Information in Medicine paratext Computer Science Privacy-Preserving Technologies in Data Open access

  0

  citations
• Multi-Institutional Breast Cancer Detection Using a Secure On-Boarding Service for Distributed Analytics

  2022 Applied Sciences article Computer Science Privacy-Preserving Technologies in Data Open access

  12

  citations
• Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting

  2022 Expert Systems with Applications article Computer Science Privacy-Preserving Technologies in Data Open access

  38

  citations
• A Privacy-Preserving Distributed Analytics Platform for Health Care Data

  2022 Methods of Information in Medicine article Computer Science Privacy-Preserving Technologies in Data Open access

  41

  citations
• DAMS: A Distributed Analytics Metadata Schema

  2021 Data Intelligence article Computer Science Semantic Web and Ontologies Open access cited by 2 patents

  13

  citations
• Radiomics: from qualitative to quantitative imaging

  2020 British Journal of Radiology article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  384

  citations

10 results