Papers matching “scientific machine learning” 40
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Methodological choices influence machine learning performance for predicting intracranial hypertension in traumatic brain injury2026 Scientific Reports article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
C. R. van Kaam, Cornelia Hoedemaekers, Kim J.M. Bladder, Johannes G. van der Hoeven, Jeanette Tas, Marcel J H Aries, +39 more
0citations -
Holistic evaluation of a machine learning-based timing calibration for PET detectors under varying data sparsity2024 Physics in Medicine and Biology article Medicine Medical Imaging Techniques and Applications Open access
Stephan Naunheim, Florian Mueller, Vanessa Nadig, Yannick Kuhl, Judith Breuer, Nan Zhang, +5 more
7citations -
Identifying prenatal risk factors of postpartum depression with machine learning2025 Scientific Reports article Medicine Maternal Mental Health During Pregnancy and Postpartum Open access
Lisette Sibbald, Marion I. van den Heuvel, M. Haas, Caspar J. Van Lissa, H.J.A. van Bakel, Joran Jongerling, +4 more
8citations -
A snapshot of challenges and opportunities faced by the scientific workforce in liver transplantation—a survey of the International Liver Transplantation Society (ILTS)
Zoltán Czigány, Aghnia Jolanda Putri, Decan Jiang, Raphael P. H. Meier, Juliet A. Emamaullee, David P. Al‐Adra, +10 more
3citations -
Deep learning on CT scans to predict checkpoint inhibitor treatment outcomes in advanced melanoma2024 Scientific Reports article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Laurens S. ter Maat, Rob A. J. de Mooij, Isabella A.J. van Duin, Joost J.C. Verhoeff, Sjoerd Geert Elias, Tim Leiner, +20 more
2citations -
An ELIXIR scoping review on domain-specific evaluation metrics for synthetic data in life sciences2026 NAR Genomics and Bioinformatics article Medicine Artificial Intelligence in Healthcare and Education Open access
Styliani-Christina Fragkouli, Shaz Iqbal, Lisa C. Crossman, Barbara Gravel, Nagat Masued, Mark Onders, +8 more
3citations -
MIBiG 3.0: a community-driven effort to annotate experimentally validated biosynthetic gene clusters2022 Nucleic Acids Research article Medicine Microbial Natural Products and Biosynthesis Open access cited by 1 patent
Barbara R. Terlouw, Kai Blin, Jorge Carlos Navarro-Muñoz, Nicole E. Avalon, Marc G. Chevrette, Susan Egbert, +74 more
447citations -
Automation, Monitoring, and Standardization of Cell Product Manufacturing2020 Frontiers in Bioengineering and Biotechnology article Medicine Tissue Engineering and Regenerative Medicine Open access
Meletios-Nikolaos Doulgkeroglou, Alessia Di Nubila, Bastian Nießing, Niels König, Robert Heinrich Schmitt, Jackie Damen, +8 more
95citations