Anders Krogh
Professor
Machine Learning
Universitetsparken 1, 2100 København Ø
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 › Research › 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 › Research › 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 › Research › 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 › Research › 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 › Research › 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 › Research › 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 › Research › 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 › Research › 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 › Research › 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 › Research › peer-review
- 2019
- Published
Sensitive detection of circular DNAs at single-nucleotide resolution using guided realignment of partially aligned reads
Prada Luengo, Inigo, Krogh, Anders, Sørensen, L. M. & Regenberg, Birgitte, 2019, In: BMC Bioinformatics. 20, 9 p., 663.Research output: Contribution to journal › Journal article › Research › peer-review
- 2018
- Published
Accurate genotyping across variant classes and lengths using variant graphs
Sibbesen, Jonas Andreas, Maretty, L., Krogh, Anders, Petersen, Bent, Sibbesen, Jonas Andreas, Liu, S., Have, C. T., Bork-Jensen, J., Guo, X., Hansen, Torben, Krogh, Anders, Sørensen, Thorkild I.A., Pedersen, Oluf Borbye, Wang, J. & Brunak, Søren, 2018, In: Nature Genetics. 50, p. 1054-1059 6 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Benchmarking the HLA typing performance of Polysolver and Optitype in 50 Danish parental trios
Matey-Hernandez, M. L., Danish Pan Genome Consortium, D. P. G. C., Brunak, Søren, Izarzugaza, J. M. G., Sørensen, L. M., Petersen, Bent, Sibbesen, Jonas Andreas, Liu, S., Belling, K. G., Have, C. T., Bork-Jensen, J., Sun, J., Hansen, Torben, Krogh, Anders, Sørensen, Thorkild I.A., Pedersen, Oluf Borbye, Wang, J., Eiberg, Hans Rudolf Lytchoff & Kristiansen, Karsten, 2018, In: BMC Bioinformatics. 19, p. 1-12 239.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Genomic Analyses from Non-invasive Prenatal Testing Reveal Genetic Associations, Patterns of Viral Infections, and Chinese Population History
Liu, S., Huang, S., Chen, F., Zhao, L., Yuan, Y., Francis, S. S., Fang, L., Li, Z., Lin, L., Liu, R., Zhang, Y., Xu, H., Li, S., Zhou, Y., Davies, R. W., Liu, Q., Walters, R. G., Lin, K., Ju, J., Komeliussen, T. & 18 others, , 2018, In: Cell. 175, 2, p. 347-359, e1-e7Research output: Contribution to journal › Journal article › Research › peer-review
- 2017
- Published
Sugar metabolism of the first thermophilic Planctomycete Thermogutta terrifontis: comparative genomic and transcriptomic approaches
Elcheninov, A. G., Menzel, P., Gudbergsdottir, S. R., Slesarev, A. I., Kadnikov, V. V., Krogh, Anders, Bonch-Osmolovskaya, E. A., Peng, Xu & Kublanov, I. V., 2 Nov 2017, In: Frontiers in Microbiology. 8, 11 p., 2140.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Assembly and analysis of 100 full MHC haplotypes from the Danish population
Jensen, J. M., Villesen, P., Friborg, R. M., Mailund, T., Besenbacher, S., Sørensen, L. M., Petersen, B., Sibbesen, J. A., Liu, S., Skov, L., Belling, K. G., Have, C. T., Izarzugaza, J. M. G., Grosjean, M., Bork-Jensen, J., Grove, J., Als, T. D., Huang, S., Chang, Y., Xu, R. & 39 others, , Sep 2017, In: Genome Research. 27, 9, p. 1597-1607 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Highly accessible AU-rich regions in 3' untranslated regions are hotspots for binding of regulatory factors
Plass, M., Rasmussen, S. H. & Krogh, Anders, 14 Apr 2017, In: PLoS Computational Biology. 13, 4, 26 p., e1005460.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Analysis of 62 hybrid assembled human Y chromosomes exposes rapid structural changes and high rates of gene conversion
Skov, L., Schierup, M. H., Danish Pan Genome Consortium, D. P. G. C., Sørensen, L. M., Petersen, Bent, Sibbesen, Jonas Andreas, Liu, S., Belling, K. G., Have, C. T., Bork-Jensen, J., Hansen, Torben, Krogh, Anders, Sørensen, Thorkild I.A., Pedersen, Oluf Borbye, Rasmussen, Simon, Kristiansen, Karsten & Brunak, Søren, 2017, In: PLOS Genetics. 13, 8, p. e1006834Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Sequencing and de novo assembly of 150 genomes from Denmark as a population reference
Sørensen, L. M., Jensen, J. M., Petersen, B., Sibbesen, J. A., Liu, S., Villesen, P., Skov, L., Belling, K. G., Have, C. T., Izarzugaza, J. M. G., Grosjean, M., Bork-Jensen, J., Grove, J., Als, T. D., Huang, S., Chang, Y., Xu, R., Ye, W., Rao, J., Guo, X. & 39 others, , 2017, In: Nature. 548, 7665, p. 87-91 5 p.Research output: Contribution to journal › Letter › Research › peer-review
- 2016
- Published
Fast and sensitive taxonomic classification for metagenomics with Kaiju
Menzel, P., Ng, K. L. & Krogh, Anders, 2016, In: Nature Communications. 7, 9 p., 11257.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Novel viral genomes identified from six metagenomes reveal wide distribution of archaeal viruses and high viral diversity in terrestrial hot springs
Islin, S. R., Menzel, P., Krogh, Anders, Young, M. & Peng, Xu, 2016, In: Environmental Microbiology. 18, 3, p. 863-874 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
RNA sequencing of trigeminal ganglia in Rattus Norvegicus after glyceryl trinitrate infusion with relevance to migraine
Pedersen, S. H., Sørensen, L. M., Ramachandran, R., Sibbesen, Jonas Andreas, Yakimov, V., Christensen, R. E., Hansen, Thomas Folkmann, Krogh, Anders, Olesen, Jes & Olesen, I. J., 2016, In: P L o S One. 11, 5, 13 p., e0155039.Research output: Contribution to journal › Journal article › Research › peer-review
- 2015
- Published
De novo assembly of a haplotype-resolved human genome
Cao, H., Wu, H., Luo, R., Huang, S., Sun, Y., Tong, X., Xie, Y., Liu, B., Yang, H., Zheng, H., Li, J., Li, B., Wang, Y., Yang, F., Sun, P., Liu, S., Gao, P., Huang, H., Sun, J., Chen, D. & 21 others, , 2015, In: Nature Biotechnology. 33, 6, p. 617-626 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Drosophila Imp iCLIP identifies an RNA assemblage coordinating F-actin formation
Hansen, H. T., Rasmussen, S. H., Adolph, S. K., Plass, M., Krogh, Anders, Sanford, J., Nielsen, Finn Cilius & Christiansen, Jan, 2015, In: Genome Biology (Online Edition). 16, 16 p., 123.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Cancers of unknown primary origin (CUP) are characterized by chromosomal instability (CIN) compared to metastasis of know origin
Vikeså, J., Møller, A. K. H., Kaczkowski, B., Helweg-Larsen, R. B., Winther, Ole, Henao Giraldo, R., Krogh, Anders, Perell, K., Jensen, F., Daugaard, G. & Nielsen, Finn Cilius, 2015, In: B M C Cancer. 15, 14 p., 151.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Comparative metagenomics of eight geographically remote terrestrial hot springs
Menzel, P., Islin, S. R., Rike, A. G., Lin, L., Zhang, Q., Contursi, P., Moracci, M., Kristjansson, J. K., Bolduc, B., Gavrilov, S., Ravin, N., Mardanov, A., Bonch-Osmolovskaya, E., Young, M., Krogh, Anders & Peng, Xu, 2015, In: Microbial Ecology. 70, 2, p. 411-424 14 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Discovery, genotyping and characterization of structural variation and novel sequence at single nucleotide resolution from de novo genome assemblies on a population scale
Danish Pan Genome Consortium, D. P. G. C., Belling, K. G. & Rasmussen, Simon, 2015, In: GigaScience. 4, 13 p., 64.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Novel variation and de novo mutation rates in population-wide de novo assembled Danish trios
Besenbacher, S., Liu, S., Gonzalez-Izarzugaza, J. M., Grove, J., Belling, K. G., Bork-Jensen, J., Huang, S., Als, T. D., Li, S., Yadav, R., Rubio García, A., Lescai, F., Demontis, D., Rao, J., Ye, W., Mailund, T., Møllegaard Friborg, R., Pedersen, C. N. S., Xu, R., Sun, J. & 27 others, , 2015, In: Nature Communications. 6, 9 p., 5969.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
SHAPE selection (SHAPES) enrich for RNA structure signal in SHAPE sequencing-based probing data
Poulsen, L. D., Kielpinski, L. J., Salama, S. R., Krogh, Anders & Vinther, Jeppe, 2015, In: R N A. 21, 5, p. 1042-1052 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Transcriptome dynamics of the microRNA inhibition response
Wen, J., Leucci, E., Vendramin, R., Kauppinen, S., Lund, Anders H., Krogh, Anders & Parker, B. J., 2015, In: Nucleic Acids Research. 43, 13, p. 6207-6221 15 p.Research output: Contribution to journal › Journal article › Research › peer-review
- 2014
- Published
Comparing cancer vs normal gene expression profiles identifies new disease entities and common transcriptional programs in AML patients
Rapin, N. P. J., Bagger, F. O., Jendholm, L. J., Mora-Jensen, H., Krogh, Anders, Kohlmann, A., Thiede, C., Borregaard, N., Bullinger, L., Winther, Ole, Theilgaard-Mønch, Kim & Porse, Bo Torben, 6 Feb 2014, In: Blood (online). 123, 6, p. 894-904 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Adaptable probabilistic mapping of short reads using position specific scoring matrices
Kerpedjiev, P., Frellsen, J., Lindgreen, S. & Krogh, Anders, 2014, In: B M C Bioinformatics. 15, 17 p., 15:100.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Adaptations to a subterranean environment and longevity revealed by the analysis of mole rat genomes
Fang, X., Seim, I., Huang, Z., Gerashchenko, M. V., Xiong, Z., Turanov, A. A., Zhu, Y., Lobanov, A. V., Fan, D., Yim, S. H., Yao, X., Ma, S., Yang, L., Lee, S-G., Kim, E. B., Bronson, R. T., Sumbera, R., Buffenstein, R., Zhou, X., Krogh, A. & 4 others, , 2014, In: Cell Reports. 8, 5, p. 1354-1364 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Algorithms for mapping high-throughput DNA sequences
Frellsen, J., Menzel, P. & Krogh, Anders, 2014, Comprehensive Biomedical Physics: Bioinformatics. Brahme, A. (ed.). Elsevier, Vol. 6. p. 41-50 10 p. (Reference Module in Biomedical Sciences, Vol. 6).Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
- Published
Alternative polyadenylation of tumor suppressor genes in small intestinal neuroendocrine tumors
Rehfeld, Anders Aagaard, Plass, M., Døssing, K., Knigge, Ulrich, Kjær, Andreas, Krogh, Anders & Friis-Hansen, Lennart Jan, 2014, In: Frontiers in Endocrinology. 5, 10 p., 46.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Bayesian transcriptome assembly
Sørensen, L. M., Sibbesen, Jonas Andreas & Krogh, Anders, 2014, In: Genome Biology (Online Edition). 15, 10, 11 p., 501.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Genome-wide adaptive complexes to underground stresses in blind mole rats Spalax
Fang, X., Nevo, E., Han, L., Levanon, E. Y., Zhao, J., Avivi, A., Larkin, D., Jiang, X., Feranchuk, S., Zhu, Y., Fishman, A., Feng, Y., Sher, N., Xiong, Z., Hankeln, T., Huang, Z., Gorbunova, V., Zhang, L., Zhao, W., Wildman, D. E. & 33 others, , 2014, In: Nature Communications. 5, 9 p., 3966.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Genome-wide nucleosome map and cytosine methylation levels of an ancient human genome
Pedersen, J. S., Valen, E., Velazquez, A. M. V., Parker, B. J., Rasmussen, M., Lindgreen, S., Lilje, B., Tobin, D. J., Kelly, T. K., Vang, S., Andersson, R., Jones, P. A., Hoover, C. A., Tikhonov, A., Prokhortchouk, E., Rubin, E. M., Sandelin, A. G., Gilbert, M. T. P., Krogh, A., Willerslev, E. & 1 others, , 2014, In: Genome Research. 24, 3, p. 454-466 13 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Rapid detection of structural variation in a human genome using nanochannel-based genome mapping technology
Cao, H., Hastie, A. R., Cao, D., Lam, E. T., Sun, Y., Huang, H., Liu, X., Lin, L., Andrews, W., Chan, S., Huang, S., Tong, X., Requa, M., Anantharaman, T., Krogh, Anders, Yang, H., Cao, H. & Xu, X., 2014, In: GigaScience. 3, 11 p., 34.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
SNPest: a probabilistic graphical model for estimating genotypes
Lindgreen, S., Krogh, Anders & Pedersen, J. S., 2014, In: BMC Research Notes. 7, 12 p., 298.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Whole-genome sequencing of cultivated and wild peppers provides insights into Capsicum domestication and specialization
Qin, C., Yu, C., Shen, Y., Fang, X., Chen, L., Min, J., Cheng, J., Zhao, S., Xu, M., Luo, Y., Yang, Y., Wu, Z., Mao, L., Wu, H., Ling-Hu, C., Zhou, H., Lin, H., Gonzalez-Morales, S., Trejo-Saavedra, D. L., Tian, H. & 53 others, , 2014, In: Proceedings of the National Academy of Sciences of the United States of America. 111, 14, p. 5135-5140 6 p.Research output: Contribution to journal › Journal article › Research › peer-review
- 2013
- Published
Reconstructing genome evolution in historic samples of the Irish potato famine pathogen
Martin, M. D., Cappellini, Enrico, Samaniego Castruita, J. A., Zepeda Mendoza, M. L., Campos, P., Seguin-Orlando, A., Wales, N., Orlando, L. A. A., Ho, S. Y. W., Dietrich, F. S., Mieczkowski, P. A., Heitman, J., Willerslev, Eske, Krogh, Anders, Ristaino, J. B. & Gilbert, M Thomas P, 18 Jul 2013, In: Nature Communications. 4, 7 p., 2172.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Recalibrating Equus evolution using the genome sequence of an early Middle Pleistocene horse
Orlando, L. A. A., Ginolhac, A., Zhang, G., Froese, D., Albrechtsen, A., Stiller, M., Schubert, M., Cappellini, E., Petersen, B., Moltke, I., Johnson, P. L. F., Fumagalli, M., Mouatt, J. T. V., Raghavan, M., Korneliussen, T. S., Malaspinas, A. S., Vogt, J., Szklarczyk, D. M., Kelstrup, C., Vinther, J. & 36 others, , 4 Jul 2013, In: Nature. 499, 7456, p. 74-78 5 p.Research output: Contribution to journal › Letter › Research › peer-review
- Published
A short-read multiplex sequencing method for reliable, cost-effective and high-throughput genotyping in large-scale studies: [plus] Erratum
Cao, H., Wang, Y., Zhang, W., Chai, X., Zhang, X., Chen, S., Yang, F., Zhang, C., Guo, Y., Liu, Y., Tang, Z., Chen, C., Xue, Y., Zhen, H., Xu, Y., Rao, B., Liu, T., Zhao, M., Zhang, W., Li, Y. & 6 others, , 2013, In: Human Mutation. 34, 12, p. 1715-1720 6 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Alterations in polyadenylation and its implications for endocrine disease
Rehfeld, Anders Aagaard, Plass, M., Krogh, Anders & Friis-Hansen, Lennart Jan, 2013, In: Frontiers in Endocrinology. 4, 23 p., 53.Research output: Contribution to journal › Review › Research › peer-review
- Published
Genome analysis reveals insights into physiology and longevity of the Brandt's bat Myotis brandtii
Seim, I., Fang, X., Xiong, Z., Lobanov, A. V., Huang, Z., Ma, S., Feng, Y., Turanov, A. A., Zhu, Y., Lenz, T. L., Gerashchenko, M. V., Fan, D., Yim, S. H., Yao, X., Jordan, D., Xiong, Y., Ma, Y., Lyapunov, A. N., Chen, G., Kulakova, O. I. & 9 others, , 2013, In: Nature Communications. 4, 8 p., 2212.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Improving The Analysis Of Gene Expression Profiles By Comparing AML Blasts With Their Nearest Normal Counterparts
Rapin, N., Bagger, F. O., Jendholm, J., Mora-Jensen, H. I., Krogh, Anders, Kohlmann, A., Thiede, C., Borregaard, N., Bullinger, L., Winther, Ole, Theilgaard-Mønch, Kim & Porse, Bo Torben, 2013, In: Blood. 122, 21Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
- Published
Loss of miR-10a activates Lpo and collaborates with activated Wnt signaling in inducing intestinal Neoplasia in female mice
Stadthagen Gomez, G., Tehler, D. E., Høyland-Kroghsbo, Nina Molin, Wen, J., Krogh, Anders, Jensen, K. T., Santoni Rugiu, Eric, Engelholm, Lars Henning & Lund, Anders H., 2013, In: P L o S Genetics. 9, 10, 12 p., e1003913.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
On the accuracy of short read mapping
Menzel, K. P., Frellsen, J., Plass, M., Rasmussen, S. H. & Krogh, Anders, 2013, Deep Sequencing Data Analysis. Shomron, N. (ed.). Springer Science+Business Media, p. 39-59 21 p. (Methods in Molecular Biology, Vol. 1038).Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
- Published
cWords - systematic microRNA regulatory motif discovery from mRNA expression data
Rasmussen, S. H., Jacobsen, A. & Krogh, Anders, 2013, In: Silence. 4, 2, 9 p.Research output: Contribution to journal › Journal article › Research › peer-review
ID: 9738
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Reconstructing genome evolution in historic samples of the Irish potato famine pathogen
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3409
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microRNA-146a inhibits G protein-coupled receptor-mediated activation of NF-κB by targeting CARD10 and COPS8 in gastric cancer
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Improving ancient DNA read mapping against modern reference genomes
Research output: Contribution to journal › Journal article › Research › peer-review
Published