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AIxCell: A Domain-Specific and Meta-Learning based AutoML System for Cellular Image Segmentation2026 The Journal of Machine Learning for Biomedical Imaging article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Jan-Henner Roberg, Lars Leyendecker, Sebastian Schönleben, Robert H. Schmitt
0citations -
Expecting the unexpected: a review of learning under uncertainty across development2023 Cognitive Affective & Behavioral Neuroscience article Neuroscience Neural and Behavioral Psychology Studies Open access
Selin Topel, Ili Ma, J.J.M. Sleutels, Henk van Steenbergen, Ellen R. A. de Bruijn, Anna C. K. van Duijvenvoorde
29citations -
Machine Learning Applications for Mass Spectrometry-Based Metabolomics2020 Metabolites article Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access cited by 7 patents
Ulf W. Liebal, Phan Nguyen Thuy An, Malvika Sudhakar, Karthik Raman, Lars M. Blank
375citations -
Adapting to uncertainty: The role of anxiety and fear of negative evaluation in learning in social and non-social contexts2024 Journal of Affective Disorders article Psychology Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes Open access
Selin Topel, Ili Ma, Anna C. K. van Duijvenvoorde, Henk van Steenbergen, Ellen R. A. de Bruijn
7citations -
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 -
Interpretable deep learning model to predict the molecular classification of endometrial cancer from haematoxylin and eosin-stained whole-slide images: a combined analysis of the PORTEC randomised trials and clinical cohorts
Sarah Volinsky-Fremond, Sonali Andani, Jurriaan Barkey Wolf, Jouke Dijkstra, Sinead Melsbach, Jan J. Jobsen, +18 more
134citations -
Task space adaptation via the learning of gait controllers of magnetic soft millirobots2021 The International Journal of Robotics Research article Engineering Soft Robotics and Applications Open access cited by 1 patent
Sinan Özgün Demir, Utku Çulha, Alp Can Karacakol, Abdon Pena‐Francesch, Sebastian Trimpe, Metin Sitti
33citations -
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