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An exploration of contrastive self-supervised learning for reconstructed atom probe tomography data2026 Machine Learning Science and Technology article Engineering Advanced Materials Characterization Techniques Open access
Janis A. Sälker, Marcus Hans, Jochen M. Schneider, Raheleh Hadian
0citations -
scDecorr: feature decorrelation based representation learning enables self-supervised alignment of multiple single-cell experiments2026 Scientific Reports article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Ritabrata Sanyal, Hyojin Kim, Rafael Kramann, Sikander Hayat
0citations -
Deep learning based automated left ventricle segmentation and flow quantification in 4D flow cardiac MRI2024 Journal of Cardiovascular Magnetic Resonance article Computer Science Medical Image Segmentation Techniques Open access
Xiaowu Sun, Li‐Hsin Cheng, Sven Plein, Pankaj Kumar Garg, Rob J. van der Geest
28citations -
Learning, memory and blood–brain barrier pathology in Duchenne muscular dystrophy mice lacking Dp427, or Dp427 and Dp1402024 Genes Brain & Behavior article Biochemistry, Genetics and Molecular Biology Muscle Physiology and Disorders Open access
Minou A. T. Verhaeg, Kevin Adamzek, Kayleigh Putker, Sarah Engelbeen, Daphne Wijnbergen, Maurice Overzier, +4 more
15citations -
Identification of multicomponent LOFAR sources with multimodal deep learning2024 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Radio Astronomy Observations and Technology Open access
L. Alegre, P. N. Best, J. Sabater, Huub J. A. Röttgering, M. J. Hardcastle, Wendy L. Williams
3citations -
A Lightweight Decentralized-Learning-Based Automatic Modulation Classification Method for Resource-Constrained Edge Devices2022 IEEE Internet of Things Journal article Computer Science Wireless Signal Modulation Classification
Biao Dong, Yuchao Liu, Guan Gui, Xue Gang Fu, Heng Dong, Bamidele Adebisi, +2 more
52citations -
Self-projection in early childhood: No evidence for a common underpinning of episodic memory, episodic future thinking, theory of mind, and spatial navigation2022 Journal of Experimental Child Psychology article Psychology Child and Animal Learning Development Open access
A-S. Immel, Mareike Altgassen, M. Joseph Meyer, H.M. Endedijk, Sabine Hunnius
14citations -
Efficient surrogate models for materials science simulations: Machine learning-based prediction of microstructure properties2024 Machine Learning with Applications article Materials Science Machine Learning in Materials Science Open access
Binh Duong Nguyen, Pavlo Potapenko, Aytekin Demirci, Kishan Govind, Sébastien Bompas, Stefan Sandfeld
22citations -
Integrative Learning of Disentangled Representations from Single-Cell RNA-Sequencing Datasets2026 Computational and Structural Biotechnology Journal article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Claudio Novella-Rausell, Dorien J.M. Peters, Ahmed Essam Mahfouz
1citations -
Controlling the weld penetration depth of laser beam micro welding by using an iterative learning approach2024 Materialwissenschaft und Werkstofftechnik article Engineering Welding Techniques and Residual Stresses Open access
Christoph Spurk, Sören Hollatz, Wiktor Lipnicki, Marc Hummel, Arnold Gillner, C. Haefner
3citations