Anders Krogh
Professor
Machine Learning
Universitetsparken 1, 2100 København Ã
Center for Health Data Science
Blegdamsvej 3B
2200 København N
- 2023
- Published
N-of-one differential gene expression without control samples using a deep generative model
Prada Luengo, Inigo, Schuster, Viktoria, Liang, Yuhu, Terkelsen, Thilde Bagger, Sora, Valentina & Krogh, Anders, 2023, In: Genome Biology. 24, 1, 17 p., 263.Research output: Contribution to journal › Journal article › peer-review
- Published
Synthetic Data Generation by Artificial Intelligence to Accelerate Research and Precision Medicine in Hematology
D'Amico, S., Dall'Olio, D., Sala, C., Dall'Olio, L., Sauta, E., Zampini, M., Asti, G., Lanino, L., Maggioni, G., Campagna, A., Ubezio, M., Russo, A., Bicchieri, M. E., Riva, E., Tentori, C. A., Travaglino, E., Morandini, P., Savevski, V., Santoro, A., Prada-Luengo, I. & 9 others, , 2023, In: JCO clinical cancer informatics. 7, p. 1-22 e2300021.Research output: Contribution to journal › Journal article › peer-review
- Published
The Deep Generative Decoder: MAP estimation of representations improves modelling of single-cell RNA data
Schuster, Viktoria & Krogh, Anders, 2023, In: Bioinformatics. 39, 9, 14 p., btad497.Research output: Contribution to journal › Journal article › peer-review
- 2022
- Published
Context dependency of nucleotide probabilities and variants in human DNA
Liang, Yuhu, Grønbæk, Christian, Fariselli, P. & Krogh, Anders, 2022, In: BMC Genomics. 23, 1, 15 p., 87.Research output: Contribution to journal › Journal article › peer-review
- Published
Context dependent prediction in DNA sequence using neural networks
Grønbæk, Christian, Liang, Yuhu, Elliott, Desmond & Krogh, Anders, 2022, In: PeerJ. 10, 22 p., e13666.Research output: Contribution to journal › Journal article › peer-review
- 2021
- Published
A manifold learning perspective on representation learning: Learning decoder and representations without an encoder
Schuster, Viktoria & Krogh, Anders, Nov 2021, In: Entropy. 23, 11, 14 p., 1403.Research output: Contribution to journal › Journal article › peer-review
- Published
High-throughput proteomics of breast cancer interstitial fluid: identification of tumor subtype-specific serologically relevant biomarkers
Terkelsen, T., Pernemalm, M., Gromov, P., Borresen-Dale, A., Krogh, Anders, Haakensen, V. D., Lethio, J., Papaleo, E. & Gromova, I., 2021, In: Molecular Oncology. 15, 2, p. 429-461 33 p.Research output: Contribution to journal › Journal article › peer-review
- 2020
- Published
CAncer bioMarker Prediction Pipeline (CAMPP) - A standardized framework for the analysis of quantitative biological data
Terkelsen, T., Krogh, Anders & Papaleo, E., 2020, In: PLOS Computational Biology. 16, 3, 20 p., e1007665.Research output: Contribution to journal › Journal article › peer-review
- Published
Secreted breast tumor interstitial fluid microRNAs and their target genes are associated with triple-negative breast cancer, tumor grade, and immune infiltration
Terkelsen, T., Russo, F., Gromov, P., Haakensen, V. D., Brunak, Søren, Gromova, I., Krogh, Anders & Papaleo, E., 2020, In: Breast Cancer Research. 22, 1, 36 p., 73.Research output: Contribution to journal › Journal article › peer-review
- Published
Taxonomic classification method for metagenomics based on core protein families with Core-Kaiju
Tovo, A., Menzel, P., Krogh, Anders, Cosentino Lagomarsino, M. & Suweis, S., 2020, In: Nucleic Acids Research. 48, 16, 13 p., e93.Research output: Contribution to journal › Journal article › peer-review
ID: 9738
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6173
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Reconstructing genome evolution in historic samples of the Irish potato famine pathogen
Research output: Contribution to journal › Journal article › peer-review
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3408
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microRNA-146a inhibits G protein-coupled receptor-mediated activation of NF-κB by targeting CARD10 and COPS8 in gastric cancer
Research output: Contribution to journal › Journal article › peer-review
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3322
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Improving ancient DNA read mapping against modern reference genomes
Research output: Contribution to journal › Journal article › peer-review
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