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Swarm Learning for decentralized and confidential clinical machine learning2021 Nature article Medicine Artificial Intelligence in Healthcare and Education Open access cited by 9 patents
Stefanie Warnat‐Herresthal, Hartmut Schultze, Krishnaprasad Lingadahalli Shastry, Sathyanarayanan Manamohan, Saikat Mukherjee, Vishesh Garg, +91 more
901citations -
SwarmMAP: Swarm Learning for Decentralized Cell Type Annotation in Single Cell Sequencing Data2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Oliver Lester Saldanha, Vivien Goepp, Hyojin Kim, Jie Ping Zhu, Rafael Kramann, Sikander Hayat, +1 more
1citations -
SwarmMAP: swarm learning for decentralized cell type annotation in single cell sequencing data2026 npj Systems Biology and Applications article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Oliver Lester Saldanha, Vivien Goepp, Hyojin Kim, Jie Fu Zhu, Rafael Kramann, Sikander Hayat, +1 more
0citations -
Swarm learning for decentralized artificial intelligence in cancer histopathology2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access
Oliver Lester Saldanha, Philip Quirke, Nicholas Paul West, Jacqueline A. James, Maurice Bernard Loughrey, Heike Irmgard Grabsch, +20 more
22citations -
ODELIA – European swarm learning project for AI in breast cancer MRI2025 The Royal College of Radiologists Open article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Oliver Lester Saldanha, Nicholas Roy Payne, Lorena Escudero Sánchez, Kamarul Amin Abdullah, Fiona J. Gilbert, Jakob Nikolas Kather, +1 more
0citations -
Deep representation learning and reinforcement learning for workpiece setup optimization in CNC milling2023 Production Engineering article Engineering Advanced machining processes and optimization Open access
Владимир Самсонов, Enslin Chrismarie, Hans-Georg Köpken, Schirin Bär, Daniel Lütticke, Tobias Meisen
14citations -
Combining biophysical models and machine learning to optimize implant geometry and stimulation protocol for intraneural electrodes2023 Journal of Neural Engineering article Neuroscience Neuroscience and Neural Engineering Open access
Simone Romeni, Elena Losanno, Elisabeth Koert, Luca Pierantoni, Ignacio Delgado, Xavier Navarro, +1 more
15citations -
Encrypted federated learning for secure decentralized collaboration in cancer image analysis2023 Medical Image Analysis article Computer Science Privacy-Preserving Technologies in Data Open access
Daniel Truhn, Soroosh Tayebi Arasteh, Oliver Lester Saldanha, Gustav Anton Müller‐Franzes, Firas Khader, Philip Quirke, +21 more
90citations -
Support vector machine based emissions modeling using particle swarm optimization for homogeneous charge compression ignition engine2021 International Journal of Engine Research article Chemical Engineering Advanced Combustion Engine Technologies Open access
David C. Gordon, Armin Norouzi, Gero Blomeyer, Julian Bedei, Masoud Aliramezani, Jakob Andert, +1 more
29citations -
Prediction of gene expression using histone modification patterns extracted by Particle Swarm Optimization2025 Bioinformatics article Biochemistry, Genetics and Molecular Biology Genomics and Chromatin Dynamics Open access
Niels Benjamin Paul, Jonas Chanrithy Wolber, Malte Sahrhage, Tim Beißbarth, Martin Haubrock
1citations -
Unified 3D Networks: Architecture, Challenges, Recent Results, and Future Opportunities2024 IEEE Open Journal of Vehicular Technology article Engineering Modular Robots and Swarm Intelligence Open access
Mohamed Rihan, Dirk Wübben, Abhipshito Bhattacharya, Marina Petrova, Xiaopeng Yuan, Anke Schmeink, +6 more
14citations -
Enhanced Seismicity Monitoring in the Rapid Scientific Response to the 2025 Santorini Crisis2026 arXiv (Cornell University) preprint Earth and Planetary Sciences earthquake and tectonic studies Open access
Margarita Segou, Foteini D. Dervisi, Xing Tan, Rajat Choudhary, Patricia Martínez‐Garzón, Francesco Scotto di Uccio, +17 more
0citations