W3086590218

• Applicability Assessment of Technologies for Predictive and Prescriptive Analytics of Nephrology Big Data

  2025 PROTEOMICS article Health Professions Artificial Intelligence in Healthcare Open access

  3

  citations
• Empowering cancer research in Europe: the EUCAIM cancer imaging infrastructure

  2025 Insights into Imaging article Medicine Artificial Intelligence in Healthcare and Education Open access

  30

  citations
• Swarm learning with weak supervision enables automatic breast cancer detection in magnetic resonance imaging

  2025 Communications Medicine article Computer Science AI in cancer detection Open access

  15

  citations
• 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
• Federated learning for privacy-preserving depression detection with multilingual language models in social media posts

  2024 Patterns article Psychology Mental Health via Writing Open access

  34

  citations
• Exploring the potential of federated learning in mental health research: a systematic literature review

  2024 Applied Intelligence review Computer Science Privacy-Preserving Technologies in Data Open access

  40

  citations
• A generalizable physiological model for detection of Delayed Cerebral Ischemia using Federated Learning

  2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) conference-paper Computer Science Privacy-Preserving Technologies in Data Open access

  2

  citations
• Differential privacy preserved federated transfer learning for multi-institutional 68Ga-PET image artefact detection and disentanglement

  2023 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Medical Imaging Techniques and Applications Open access

  33

  citations
• Decentralized collaborative multi-institutional PET attenuation and scatter correction using federated deep learning

  2022 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Medical Imaging Techniques and Applications Open access

  54

  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
• Personal Health Train Architecture with Dynamic Cloud Staging

  2022 SN Computer Science article Computer Science IoT and Edge/Fog Computing Open access cited by 2 patents

  3

  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
• Decentralized Distributed Multi-institutional PET Image Segmentation Using a Federated Deep Learning Framework

  2022 Clinical Nuclear Medicine article Computer Science Medical Image Segmentation Techniques Open access

  53

  citations
• Deep learning for the detection of microsatellite instability from histology images in colorectal cancer: A systematic literature review

  2021 ImmunoInformatics review Computer Science AI in cancer detection Open access

  47

  citations
• Future Medical Artificial Intelligence Application Requirements and Expectations of Physicians in German University Hospitals: Web-Based Survey

  2021 Journal of Medical Internet Research article Medicine Artificial Intelligence in Healthcare and Education Open access

  137

  citations
• A Framework for Staging Personal Health Trains in the Cloud

  2021 International Conference on Web Information Systems and Technologies conference-paper Computer Science Privacy-Preserving Technologies in Data Open access

  1

  citations
• Future Medical Artificial Intelligence Application Requirements and Expectations of Physicians in German University Hospitals: Web-Based Survey (Preprint)

  2020 preprint Medicine Artificial Intelligence in Healthcare and Education Open access

  2

  citations

17 results