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Machine Learning Successfully Detects Patients with COVID-19 Prior to PCR Results and Predicts Their Survival Based on Standard Laboratory Parameters in an Observational Study.
Styrzynski F, Zhakparov D, Schmid M, Roqueiro D, Lukasik Z, Solek J, Nowicki J, Dobrogowski M, Makowska J, Sokolowska M, Baerenfaller K. Styrzynski F, et al. Among authors: roqueiro d. Infect Dis Ther. 2023 Jan;12(1):111-129. doi: 10.1007/s40121-022-00707-8. Epub 2022 Nov 4. Infect Dis Ther. 2023. PMID: 36333475 Free PMC article.
Spatial transcriptomics combined with single-cell RNA-sequencing unravels the complex inflammatory cell network in atopic dermatitis.
Mitamura Y, Reiger M, Kim J, Xiao Y, Zhakparov D, Tan G, Rückert B, Rinaldi AO, Baerenfaller K, Akdis M, Brüggen MC, Nadeau KC, Brunner PM, Roqueiro D, Traidl-Hoffmann C, Akdis CA. Mitamura Y, et al. Among authors: roqueiro d. Allergy. 2023 Aug;78(8):2215-2231. doi: 10.1111/all.15781. Epub 2023 Jun 14. Allergy. 2023. PMID: 37312623
DeePhys: A machine learning-assisted platform for electrophysiological phenotyping of human neuronal networks.
Hornauer P, Prack G, Anastasi N, Ronchi S, Kim T, Donner C, Fiscella M, Borgwardt K, Taylor V, Jagasia R, Roqueiro D, Hierlemann A, Schröter M. Hornauer P, et al. Among authors: roqueiro d. Stem Cell Reports. 2024 Feb 13;19(2):285-298. doi: 10.1016/j.stemcr.2023.12.008. Epub 2024 Jan 25. Stem Cell Reports. 2024. PMID: 38278155 Free PMC article.
Methods and Tools in Genome-wide Association Studies.
Gumpinger AC, Roqueiro D, Grimm DG, Borgwardt KM. Gumpinger AC, et al. Among authors: roqueiro d. Methods Mol Biol. 2018;1819:93-136. doi: 10.1007/978-1-4939-8618-7_5. Methods Mol Biol. 2018. PMID: 30421401
24 results