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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 -
Development of a Quality Management Model and Self-assessment Questionnaire for Hybrid Health Care: Concept Mapping Study2022 JMIR Formative Research article Medicine Telemedicine and Telehealth Implementation Open access
Rosian Tossaint-Schoenmakers, Marise Jeannine Kasteleyn, Anneloek Rauwerdink, Niels Henrik Chavannes, Sofie H Willems, Esther P. W. A. Talboom-Kamp
15citations -
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 -
Uncertainty Quantification in the Directed Energy Deposition Process Using Deep Learning-Based Probabilistic Approach2022 Key engineering materials article Engineering Additive Manufacturing Materials and Processes Open access
Thinh Quy Duc Pham, Truong‐Vinh Hoang, Seifallah Fetni, Laurent Duchêne, Hoang Son Tran, Anne Marie Habraken
4citations -
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 -
Machine Learning Did Not Outperform Conventional Competing Risk Modeling to Predict Revision Arthroplasty2024 Clinical Orthopaedics and Related Research article Medicine Total Knee Arthroplasty Outcomes Open access
Jacobien H. F. Oosterhoff, Anne de Hond, Rinne M Peters, Liza N. van Steenbergen, Juliette Caroline Sorel, Wierd Pieter Zijlstra, +7 more
12citations -
Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties2022 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access
Clara Betancourt, Timo T. Stomberg, Ann-Kathrin Edrich, Ankit Patnala, Martin G. Schultz, Ribana Roscher, +2 more
30citations -
Pharmacists and pharmacy students' perceptions on how a new teaching model supports their clinical decision-making2024 Currents in Pharmacy Teaching and Learning article Pharmacology, Toxicology and Pharmaceutics Pharmacy and Medical Practices Open access
Josephine F. Mertens, Thomas Gerardus Hendrik Kempen, Ellen S. Koster, Vera H.M. Deneer, Marcel L. Bouvy, Teun van Gelder
1citations -
Large language model-based uncertainty-adjusted label extraction for artificial intelligence model development in upper extremity radiography2025 European Radiology article Medicine Artificial Intelligence in Healthcare and Education Open access
Anne-Sophie Caselitz, Thomas Dratsch, Daniel Pinto dos Santos, Christiane Katharina Kuhl, Daniel Truhn, Sven Nebelung
5citations -
Quantifying mangrove leaf area index from Sentinel-2 imagery using hybrid models and active learning2022 International Journal of Remote Sensing article Environmental Science Remote Sensing in Agriculture Open access
Nguyễn An Bình, Leon T. Hauser, Pham Viet Hoa, Giang Thị Phương Thảo, Nguyen Ngoc An, Huynh Song Nhut, +1 more
49citations