Distributed deep learning networks among institutions for medical imaging

• Generation of harmonised pluvial flood hazard maps through decentralised analytics

  2024 Journal of Hydroinformatics article Environmental Science Flood Risk Assessment and Management Open access

  2

  citations
• Applying federated learning to combat food fraud in food supply chains

  2023 npj Science of Food article Computer Science Privacy-Preserving Technologies in Data Open access

  36

  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
• A federated learning approach to data sharing in a food supply chain

  2022 Research Square preprint Computer Science Privacy-Preserving Technologies in Data Open access

  5

  citations
• Synthetic rainfall data generator development through decentralised model training

  2022 Journal of Hydrology article Environmental Science Hydrological Forecasting Using AI Open access

  7

  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
• 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
• Optimized Federated Learning on Class-Biased Distributed Data Sources

  2021 Communications in computer and information science conference-paper Computer Science Privacy-Preserving Technologies in Data

  7

  citations
• Privacy-Preserving Deep Learning for the Detection of Protected Health Information in Real-World Data: Comparative Evaluation

  2020 JMIR Formative Research article Computer Science Privacy-Preserving Technologies in Data Open access

  12

  citations

11 results