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Causal machine learning for predicting treatment outcomes.
Feuerriegel S, Frauen D, Melnychuk V, Schweisthal J, Hess K, Curth A, Bauer S, Kilbertus N, Kohane IS, van der Schaar M. Feuerriegel S, et al. Among authors: bauer s. Nat Med. 2024 Apr;30(4):958-968. doi: 10.1038/s41591-024-02902-1. Epub 2024 Apr 19. Nat Med. 2024. PMID: 38641741 Review.
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.
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.
Detection of diabetes from whole-body MRI using deep learning.
Dietz B, Machann J, Agrawal V, Heni M, Schwab P, Dienes J, Reichert S, Birkenfeld AL, Häring HU, Schick F, Stefan N, Fritsche A, Preissl H, Schölkopf B, Bauer S, Wagner R. Dietz B, et al. Among authors: bauer s. JCI Insight. 2021 Nov 8;6(21):e146999. doi: 10.1172/jci.insight.146999. JCI Insight. 2021. PMID: 34591793 Free PMC article.
2,534 results