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Works (12)

Evaluating Genetic Regulators of MicroRNAs Using Machine Learning Models

2025-01-14 | Preprint
Contributors: Mert Cihan; Uchenna Alex Anyaegbunam; Steffen Albrecht; Miguel A Andrade-Navarro; Maximilian Sprang
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RSV severity in New Zealand 2021 and 2022: applying the WHO severity assessment framework

The Lancet Regional Health - Western Pacific
2024-10 | Journal article
Contributors: David Broderick; Isabella Cheung; Janine Paynter; Jane O'Donnell; Steffen Albrecht; Nayyereh Aminisani; Adrian Trenholme; Cameron C. Grant; Sue Huang; Nikki Turner et al.
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Spiking neural networks provide accurate, efficient and robust models for whisker stimulus classification and allow for inter-individual generalization

2023-04-19 | Preprint
Contributors: Steffen Albrecht; Jens R. Vandevelde; Edoardo Vecchi; Gabriele Berra; Davide Bassetti; Maik C. Stüttgen; Heiko J. Luhmann; Illia Horenko
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Layer- and cell-type-specific differences in neural activity in mouse barrel cortex during a whisker detection task

Cerebral Cortex
2023-02-07 | Journal article
Contributors: Jens R Vandevelde; Jenq-Wei Yang; Steffen Albrecht; Henry Lam; Paul Kaufmann; Heiko J Luhmann; Maik C Stüttgen
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Single-cell specific and interpretable machine learning models for sparse scChIP-seq data imputation

PLOS ONE
2022-07-01 | Journal article
Contributors: Steffen Albrecht; Tae-Young Roh; Tommaso Andreani; Miguel A. Andrade-Navarro; Jean Fred Fontaine
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Low-Cost Probabilistic 3D Denoising with Applications for Ultra-Low-Radiation Computed Tomography

Journal of Imaging
2022-05-31 | Journal article
Contributors: Illia Horenko; Lukáš Pospíšil; Edoardo Vecchi; Steffen Albrecht; Alexander Gerber; Beate Rehbock; Albrecht Stroh; Susanne Gerber
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Preferred source (of 2)‎

eSPA+: Scalable Entropy-Optimal Machine Learning Classification for Small Data Problems

Neural Computation
2022-03-23 | Journal article
Part of ISSN: 0899-7667
Part of ISSN: 1530-888X
Source: Self-asserted source
Steffen Albrecht

m6A RNA methylation regulates promoter- proximal pausing of RNA polymerase II

Molecular Cell
2021-08-19 | Journal article
Part of ISSN: 1097-2765
Source: Self-asserted source
Steffen Albrecht

seqQscorer: automated quality control of next-generation sequencing data using machine learning

Genome Biology
2021-03-05 | Journal article
Part of ISSN: 1474-760X
Source: Self-asserted source
Steffen Albrecht

Computational identification of cell-specific variable regions in ChIP-seq data

Nucleic Acids Research
2020-05-21 | Journal article
Part of ISSN: 0305-1048
Part of ISSN: 1362-4962
Source: Self-asserted source
Steffen Albrecht

Interpretable machine learning models for single-cell ChIP-seq imputation

2019-12-20 | Preprint
Contributors: Steffen Albrecht; Tommaso Andreani; Miguel A. Andrade-Navarro; Jean-Fred Fontaine
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Crossref

TAF-ChIP: an ultra-low input approach for genome-wide chromatin immunoprecipitation assay

Life Science Alliance
2019-08 | Journal article
Contributors: Junaid Akhtar; Piyush More; Steffen Albrecht; Federico Marini; Waldemar Kaiser; Apurva Kulkarni; Leszek Wojnowski; Jean-Fred Fontaine; Miguel A Andrade-Navarro; Marion Silies et al.
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