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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: scholkopf b. 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.
Quantification of intratumoural heterogeneity in mice and patients via machine-learning models trained on PET-MRI data.
Katiyar P, Schwenck J, Frauenfeld L, Divine MR, Agrawal V, Kohlhofer U, Gatidis S, Kontermann R, Königsrainer A, Quintanilla-Martinez L, la Fougère C, Schölkopf B, Pichler BJ, Disselhorst JA. Katiyar P, et al. Among authors: scholkopf b. Nat Biomed Eng. 2023 Aug;7(8):1014-1027. doi: 10.1038/s41551-023-01047-9. Epub 2023 Jun 5. Nat Biomed Eng. 2023. PMID: 37277483
The ENCODE Imputation Challenge: a critical assessment of methods for cross-cell type imputation of epigenomic profiles.
Schreiber J, Boix C, Wook Lee J, Li H, Guan Y, Chang CC, Chang JC, Hawkins-Hooker A, Schölkopf B, Schweikert G, Carulla MR, Canakoglu A, Guzzo F, Nanni L, Masseroli M, Carman MJ, Pinoli P, Hong C, Yip KY, Spence JP, Batra SS, Song YS, Mahony S, Zhang Z, Tan W, Shen Y, Sun Y, Shi M, Adrian J, Sandstrom R, Farrell N, Halow J, Lee K, Jiang L, Yang X, Epstein C, Strattan JS, Bernstein B, Snyder M, Kellis M, Stafford W, Kundaje A; ENCODE Imputation Challenge Participants. Schreiber J, et al. Among authors: scholkopf b. Genome Biol. 2023 Apr 18;24(1):79. doi: 10.1186/s13059-023-02915-y. Genome Biol. 2023. PMID: 37072822 Free PMC article.
Multiplane Diffractive Acoustic Networks.
Athanassiadis AG, Schlieder L, Melde K, Volchkov V, Scholkopf B, Fischer P. Athanassiadis AG, et al. Among authors: scholkopf b. IEEE Trans Ultrason Ferroelectr Freq Control. 2023 May;70(5):441-448. doi: 10.1109/TUFFC.2023.3255992. Epub 2023 Apr 26. IEEE Trans Ultrason Ferroelectr Freq Control. 2023. PMID: 37028299
118 results