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Rapid quantitative analysis of IR absorption spectra for trace gas detection by artificial neural networks trained with synthetic data

• Authors : Goldschmidt, Jens; Nitzsche, Leonard; Lambrecht, Armin

• Source: Sensors. - 22, 3 (2022) , 857, ISSN: 1424-8220

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Synthetic single cell RNA sequencing data from small pilot studies using deep generative models

• Authors : Treppner, Martin; Salas-Bastos, Adrián; Hess, Moritz

• Source: Scientific reports. - 11 (2021) , 9403, ISSN: 2045-2322

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Deep generative models in DataSHIELD

• Authors : Lenz, Stefan; Hess, Moritz; Binder, Harald

• Source: BMC medical research methodology. - 21 (2021) , 64, ISSN: 1471-2288

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Exploring generative deep learning for omics data using log-linear models

• Authors : Hess, Moritz; Hackenberg, Maren; Binder, Harald

• Source: Bioinformatics. - 36, 20 (2020) , 5045–5053, ISSN: 1460-2059

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Uncovering specific mechanisms across cell types in dynamical models

• Authors : Hauber, Adrian Lukas; Rosenblatt, Marcus; Timmer, Jens

• Source: PLOS computational biology. - 19, 9 (2023) , e1010867, ISSN: 1553-7358

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Fused projection-based point cloud segmentation

• Authors : Kellner, Maximilian; Stahl, Bastian; Reiterer, Alexander

Subjects: Überwachtes Lernen

• Source: Sensors. - 22, 3 (2022) , 1139, ISSN: 1424-8220

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Introduction to statistical simulations in health research

• Authors : Boulesteix, Anne-Laure; Groenwold, Rolf; Abrahamowicz, Michal

• Source: BMJ open. - 10, 12 (2020) , e039921, ISSN: 2044-6055

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Fragment tracking in hypervelocity impact experiments

• Authors : Watson, Erkai;

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Deep learning on biomedical data with Boltzmann machines

• Authors : Lenz, Stefan; Prokosch, Hans-Ulrich

Subjects: Dezentrale Datenverarbeitung; Deep learning; Julia (Programmiersprache)

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Estimating shape and pose from images

• Authors : Zimmermann, Christian

Subjects: Maschinelles Sehen; Maschinelles Lernen; Deep learning

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