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Neural Language Models and Few Shot Learning for Systematic Requirements Processing in MDSE2022 ACM SIGPLAN International Conference on Software Language Engineering (SLE) conference-paper Computer Science Model-Driven Software Engineering Techniques
Vincent Bertram, Miriam Boß, Evgeny Kusmenko, Imke Helene Nachmann, Bernhard Rumpe⋆, Danilo Trotta, +1 more
12citations -
Perspectives on Advancing Multimodal Learning in Environmental Science and Engineering Studies2024 Environmental Science & Technology article Computer Science Multimodal Machine Learning Applications
Wenjia Liu, Jingwen Chen, Haobo Wang, Zhiqiang Fu, Willie J.G.M. Peijnenburg, Huixiao Hong
30citations -
Multi-Cohort Federated Learning Shows Synergy in Mortality Prediction for MRI-Based and Metabolomics-Based Age Scores2025 Journal of Healthcare Informatics Research article Computer Science Machine Learning in Healthcare Open access
Pedro Mateus, Swier J.F. Garst, Jing Yu, Davy Cats, Mahlet Birhanu, Marian Beekman, +15 more
3citations -
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets2023 arXiv (Cornell University) preprint Computer Science Computational Drug Discovery Methods Open access
Dominique Beaini, Shenyang Huang, Joao Alex Cunha, Gabriela Moisescu-Pareja, Oleksandr Dymov, Samuel Maddrell-Mander, +26 more
6citations -
Learning Clinically Acceptable Segmentation of Organs at Risk in Cervical Cancer Radiation Treatment from Clinically Available Annotations2023 Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands conference-paper Computer Science Medical Image Segmentation Techniques Open access
M. (Monika) Grewal, D.A.G. (Dustin) van Weersel, H. Westerveld, P.A.N. (Peter) Bosman, T. (Tanja) Alderliesten
0citations -
Using Machine Learning for Lunar Mineralogy-I: Hyperspectral Imaging of Volcanic Samples2025 arXiv (Cornell University) preprint Computer Science Geochemistry and Geologic Mapping Open access
Fatemeh Fazel Hesar, Mojtaba Raouf, Peyman Soltani, B. Foing, M. J. A. de Dood, Fons J. Verbeek, +1 more
0citations -
Continual learning in medical image analysis: A comprehensive review of recent advancements and future prospects2025 Medical Image Analysis review Computer Science Domain Adaptation and Few-Shot Learning Open access
Joohi Chauhan, Afshin Bozorgpour, Boqiang Huang, Reza Azad, Dorit Merhof
46citations -
Federated Deep Learning for Collaborative Intrusion Detection in Heterogeneous Networks2021 IEEE Vehicular Technology Conference conference-paper Computer Science Network Security and Intrusion Detection
Segun Isaiah Popoola, Guan Gui, Bamidele Adebisi, Mohammad Ali A. Hammoudeh, Haris Gacanin
28citations -
Continual Learning in Medical Image Analysis: A Comprehensive Review of Recent Advancements and Future Prospects2023 arXiv (Cornell University) preprint Computer Science Domain Adaptation and Few-Shot Learning Open access
Pratibha Kumari, Joohi Chauhan, Afshin Bozorgpour, Reza Azad, Dorit Merhof
2citations -
Deep learning-based 3D reconstruction of dentate nuclei in Friedreich’s ataxia from T2*weighted MR images2025 Machine Learning with Applications article Computer Science Medical Image Segmentation Techniques Open access
Trushal Sardhara, Ravi Dadsena, Roland Can Aydin, R.-D Hilgers, Jörg Bernhard Schulz, Kathrin Reetz, +12 more
1citations