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Transfer learning efficiently maps bone marrow cell types from mouse to human using single-cell RNA sequencing2020 Communications Biology article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access cited by 1 patent
Patrick S. Stumpf, Haruka Imanishi, Yuya Kunisaki, Yuichiro Semba, Timothy J. Noble, Rosanna C. G. Smith, +8 more
38citations -
Training and peer-group coaching for pairs of researchers and patient representatives to support continuous two-way learning2024 Research Involvement and Engagement article Health Professions Mental Health and Patient Involvement Open access
Casper Schoemaker, Inge Schalkers, Brigit A. de Jong, Wilma Wissink, Sacha le Loux, Ronald A.M. Buijsen, +3 more
4citations -
Decentralized collaborative multi-institutional PET attenuation and scatter correction using federated deep learning2022 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Medical Imaging Techniques and Applications Open access
Isaac Shiri, Alireza Vafaei Sadr, Yazdan Salimi, Amirhossein Sanaat, Mehdi Amini, Behrooz Razeghi, +7 more
54citations -
Interacting Federated and Transfer Learning-Aided CSI Prediction for Intelligent Cellular Networks2023 IEEE Transactions on Vehicular Technology article Engineering Advanced MIMO Systems Optimization cited by 1 patent
Jinlong Sun, Yibin Zhang, Guan Gui, Haitao Zhao, Haris Gacanin, Hikmet Sari
13citations -
Applying Supervised and Reinforcement Learning to Design Product Portfolios in Accordance with Corporate Goals2020 Procedia CIRP article Business, Management and Accounting Product Development and Customization Open access
Michael Riesener, Christian Dölle, Christopher Dierkes, Merle-Hendrikje Jank
7citations -
Continual learning in medical image analysis: A comprehensive review of recent advancements and future prospects2025 Medical Image Analysis article Computer Science Domain Adaptation and Few-Shot Learning Open access
Joohi Chauhan, Afshin Bozorgpour, Boqiang Huang, Reza Azad, Dorit Merhof
26citations -
Expansive learning during a care pathway revision process – an analysis of discourse in an interprofessional change laboratory intravention2026 Studies in Continuing Education article Social Sciences Innovative Education and Learning Practices Open access
Loes Meijer, Roger A M J Damoiseaux, Margot Barry, Vera V. Vinck, François Schellevis, Esther DE GROOT
0citations -
Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets
Konstantin Sharafutdinov, Jayesh Sudhir Bhat, Sebastian Johannes Fritsch, Kateryna Nikulina, Moein E. Samadi, Richard Polzin, +4 more
12citations -
#2067 Prediction of gastrointestinal bleeding hospitalization risk in hemodialysis using machine learning techniques2024 Nephrology Dialysis Transplantation article Medicine Gastrointestinal Bleeding Diagnosis and Treatment
John W. Larkin, Suman Kumar Lama, Sheetal Chaudhuri, Yue Jiao, Anke C. Winter, Manuela Stauss‐Grabo, +6 more
0citations -
Addressing the Data Scarcity Problem in Ecotoxicology via Small Data Machine Learning Methods2025 Environmental Science & Technology article Environmental Science Environmental Toxicology and Ecotoxicology Open access
Ying Wang, Yunchi Zhou, Yinghao Cheng, Xiaoli Zhao, Willie J.G.M. Peijnenburg, Martina G. Vijver, +3 more
54citations -
Interdisciplinary Doctoral Training in Technology-Enhanced Learning in Europe2020 Frontiers in Education article Health Professions Doctoral Education Challenges and Solutions Open access
Viktoria Pammer‐Schindler, Fridolin Wild, Mikhail Fominykh, Tobias Ley, Maria A. Perifanou, María Victoria Soulé, +11 more
16citations