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Automatic Human Sleep Stage Scoring Using Deep Neural Networks.
Malafeev A, Laptev D, Bauer S, Omlin X, Wierzbicka A, Wichniak A, Jernajczyk W, Riener R, Buhmann J, Achermann P. Malafeev A, et al. Among authors: bauer s. Front Neurosci. 2018 Nov 6;12:781. doi: 10.3389/fnins.2018.00781. eCollection 2018. Front Neurosci. 2018. PMID: 30459544 Free PMC article.
Clinical Predictive Models for COVID-19: Systematic Study.
Schwab P, DuMont Schütte A, Dietz B, Bauer S. Schwab P, et al. Among authors: bauer s. J Med Internet Res. 2020 Oct 6;22(10):e21439. doi: 10.2196/21439. J Med Internet Res. 2020. PMID: 32976111 Free PMC article.
A machine learning route between band mapping and band structure.
Xian RP, Stimper V, Zacharias M, Dendzik M, Dong S, Beaulieu S, Schölkopf B, Wolf M, Rettig L, Carbogno C, Bauer S, Ernstorfer R. Xian RP, et al. Among authors: bauer s. Nat Comput Sci. 2023 Jan;3(1):101-114. doi: 10.1038/s43588-022-00382-2. Epub 2022 Dec 30. Nat Comput Sci. 2023. PMID: 38177954 Free PMC article.
SPINDLE: End-to-end learning from EEG/EMG to extrapolate animal sleep scoring across experimental settings, labs and species.
Miladinović Đ, Muheim C, Bauer S, Spinnler A, Noain D, Bandarabadi M, Gallusser B, Krummenacher G, Baumann C, Adamantidis A, Brown SA, Buhmann JM. Miladinović Đ, et al. Among authors: bauer s. PLoS Comput Biol. 2019 Apr 18;15(4):e1006968. doi: 10.1371/journal.pcbi.1006968. eCollection 2019 Apr. PLoS Comput Biol. 2019. PMID: 30998681 Free PMC article.
Machine learning-enabled high-entropy alloy discovery.
Rao Z, Tung PY, Xie R, Wei Y, Zhang H, Ferrari A, Klaver TPC, Körmann F, Sukumar PT, Kwiatkowski da Silva A, Chen Y, Li Z, Ponge D, Neugebauer J, Gutfleisch O, Bauer S, Raabe D. Rao Z, et al. Among authors: bauer s. Science. 2022 Oct 7;378(6615):78-85. doi: 10.1126/science.abo4940. Epub 2022 Oct 6. Science. 2022. PMID: 36201584
Learning stable and predictive structures in kinetic systems.
Pfister N, Bauer S, Peters J. Pfister N, et al. Among authors: bauer s. Proc Natl Acad Sci U S A. 2019 Dec 17;116(51):25405-25411. doi: 10.1073/pnas.1905688116. Epub 2019 Nov 27. Proc Natl Acad Sci U S A. 2019. PMID: 31776252 Free PMC article.
2,529 results