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Tranfer Learning of Semantic Segmentation Methods for Identifying Buried Archaeological Structures on Lidar Data2023 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) conference-paper Earth and Planetary Sciences Archaeological Research and Protection
Gregory Sech, Paolo Soleni, Wouter Verschoof‐van der Vaart, Žiga Kokalj, Arianna Traviglia, Marco Fiorucci
3citations -
Transfer Learning of Semantic Segmentation Methods for Identifying Buried Archaeological Structures on LiDAR Data2023 arXiv (Cornell University) preprint Earth and Planetary Sciences Archaeological Research and Protection Open access
Paolo Soleni, Wouter Verschoof‐van der Vaart, Žiga Kokalj, Arianna Traviglia, Marco Fiorucci
1citations -
Training of AI Models Beyond the Local Dataset Using Federated Learning with 695,000 Non-Identically-Labeled Chest Radiographs2023 RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren article Computer Science Privacy-Preserving Technologies in Data
Soroosh Tayebi Arasteh, Peter Isfort, Marwin-Jonathan Sähn, Christiane Katharina Kuhl, Daniel Truhn, Sven Nebelung
0citations -
A Finite Operator Learning Technique for Mapping the Elastic Properties of Microstructures to Their Mechanical Deformations2024 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Shahed Rezaei, Reza Najian Asl, Shirko Faroughi, Mahdi Asgharzadeh, Ali Harandi, Rasoul Najafi Koopas, +3 more
27citations -
Deep and accurate detection of m6A RNA modifications using miCLIP2 and m6Aboost machine learning2021 Nucleic Acids Research article Biochemistry, Genetics and Molecular Biology RNA modifications and cancer Open access
Nadine Körtel, Cornelia Rücklé, You Zhou, Anke Busch, Peter Hoch-Kraft, F.X. Reymond Sutandy, +12 more
126citations -
Implementing artificial intelligence and machine learning algorithms for optimized crop management: a systematic review on data-driven approach to enhancing resource use and agricultural sustainability2025 Cogent Food & Agriculture review Agricultural and Biological Sciences Smart Agriculture and AI Open access
Okechukwu Paul-Chima Ugwu, Fabian Chukwudi Ogenyi, Esther Ugo Alum, Val Hyginus Udoka Eze, Mariam Basajja, Jovita Nnenna Ugwu, +5 more
50citations -
Towards digital twins of waste sorting plants: Developing data-driven process models of industrial-scale sensor-based sorting units by combining machine learning with near-infrared-based process monitoring2023 Resources Conservation and Recycling article Engineering Fault Detection and Control Systems Open access
Nils Kroell, Abtin Maghmoumi, Tobias Dietl, Xiaozheng Chen, Bastian Küppers, Tabea Scherling, +2 more
36citations -
Serotonin depletion impairs both Pavlovian and instrumental reversal learning in healthy humans2021 Molecular Psychiatry article Neuroscience Neurotransmitter Receptor Influence on Behavior Open access
Jonathan W. Kanen, Annemieke M. Apergis-Schoute, Robyn Yellowlees, Fréderique E. Arntz, Febe E. van der Flier, Annabel C. Price, +6 more
34citations -
Differential privacy preserved federated transfer learning for multi-institutional 68Ga-PET image artefact detection and disentanglement2023 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Medical Imaging Techniques and Applications Open access
Isaac Shiri, Yazdan Salimi, Mehdi Maghsudi, Elnaz Jenabi, Sara Harsini, Behrooz Razeghi, +18 more
33citations -
Assessing facial weakness in myasthenia gravis with facial recognition software and deep learning2023 Annals of Clinical and Translational Neurology article Medicine Myasthenia Gravis and Thymoma Open access
Annabel M. Ruiter, Ziqi Wang, Willemijn C. Naber, Jurre T. Blom, Jan C. van Gemert, Jan J.G.M. Verschuuren, +1 more
22citations -
Prediction of homologous recombination deficiency from routine histology with attention-based multiple instance learning in nine different tumor types
Chiara Maria Lavinia Loeffler, Omar S. M. El Nahhas, Hannah Sophie Muti, Zunamys Itzell Carrero, Tobias Seibel, Marko van Treeck, +10 more
22citations -
Novel machine learning algorithm can identify patients at risk of poor overall survival following curative resection for colorectal liver metastases2022 Journal of Hepato-Biliary-Pancreatic Sciences article Medicine Colorectal Cancer Surgical Treatments Open access
Iakovos Amygdalos, Gustav Anton Müller‐Franzes, Jan Bednarsch, Zoltán Czigány, Tom Florian Ulmer, Philipp Bruners, +4 more
21citations -
A machine-learning classifier for LOFAR radio galaxy cross-matching techniques2022 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Radio Astronomy Observations and Technology Open access
L. Alegre, J. Sabater, P. N. Best, G. Gürkan, M. J. Hardcastle, R. Kondapally, +2 more
19citations