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No Free Lunch in Annotation Either: An Objective Evaluation of Foundation Models for Streamlining Annotation in Animal Tracking2025 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Video Surveillance and Tracking Methods
Emil Mededovic, Valdy Laurentius, Yuli Wu, Marcin Kopaczka, Chen Zhu, Mareike Schulz, +2 more
0citations -
No Free Lunch in Annotation either: An objective evaluation of foundation models for streamlining annotation in animal tracking2025 arXiv (Cornell University) preprint Environmental Science Species Distribution and Climate Change Open access
Emil Mededovic, Valdy Laurentius, Yuli Wu, Marcin Kopaczka, Chen Zhu, Mareike Schulz, +2 more
0citations -
Large physics models: towards a collaborative approach with large language models and foundation models2025 The European Physical Journal C article Computer Science Computational Physics and Python Applications Open access
Kristian González Barman, S. Caron, Emily Sullivan, Henk W. de Regt, Roberto Ruiz de Austri, Mieke Boon, +16 more
10citations -
Large Physics Models: Towards a collaborative approach with Large Language Models and Foundation Models2025 Archive ouverte UNIGE (University of Geneva) article Decision Sciences Scientific Computing and Data Management Open access
Kristian González Barman, S. Caron, Emily Sullivan, Henk W. de Regt, Roberto Ruiz de Austri, Mieke Boon, +15 more
1citations -
End-to-end prediction of clinical outcomes in head and neck squamous cell carcinoma with foundation model-based multiple instance learning2025 BMC Artificial Intelligence article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Asier Rabasco Meneghetti, Marta Ligero, Jens‐Peter Kühn, Steffen Löck, Zunamys Itzell Carrero, Raquel Pérez-López, +6 more
3citations -
Leave No Data Behind: Exploring a new paradigm in oncology with foundation models and large language models2026 Cell Reports Medicine article Biochemistry, Genetics and Molecular Biology Cancer Genomics and Diagnostics Open access
Federica Corso, Aleksandra Zec, Margherita Favali, Marta Ligero, Lars Hilgers, Luca Mauro Invernizzi, +27 more
1citations -
Datasets from "MaskTerial: A Foundation Model for Automated 2D Material Flake Detection"2024 JuSER (Forschungszentrum Jülich) article Engineering Industrial Vision Systems and Defect Detection Open access
Jan-Lucas Uslu, Alexander Hermans, Bernd Beschoten, Bastian Leibe, Lutz Waldecker, Christoph Stampfer
0citations -
Aspen Open Jets: unlocking LHC data for foundation models in particle physics2025 Machine Learning Science and Technology article Physics and Astronomy Particle physics theoretical and experimental studies Open access
Oz Amram, Luca Anzalone, Joschka Birk, Darius A. Faroughy, Anna Hallin, Gregor Kasieczka, +3 more
7citations -
Reporting checklist for foundation and large language models in medical research (REFINE): an international consensus guideline2026 Diagnostic and Interventional Radiology article Medicine Clinical practice guidelines implementation Open access
İsmail Meşe, Tugba Akinci D’Antonoli, Christian Blüthgen, Keno K. Bressem, Renato Cuocolo, A.S. Chaudhari, +51 more
13citations -
End-to-end prediction of clinical outcomes in head and neck squamous cell carcinoma with foundation model-based multiple instance learning2025 RWTH Publications (RWTH Aachen) article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Asier Rabasco Meneghetti, Marta Ligero Hernández, Jens‐Peter Kuehn, Steffen Löck, Zunamys Itzel Carrero, Raquel Pérez-López, +6 more
0citations