Ole Winther
Professor with special responsibilities, Visiting professor, Professor MSO
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scVAE: variational auto-encoders for single-cell gene expression data
Grønbech, Christopher Heje, Vording, M. F., Timshel, P., Sønderby, C. K., Pers, Tune H & Winther, Ole, 2020, In: Bioinformatics. 36, 16, p. 4415-4422 8 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Variational Open-Domain Question Answering
Liévin, V., Motzfeldt, A. G., Jensen, I. R. & Winther, Ole, 2023, In: Proceedings of Machine Learning Research. 202, p. 20950-20977 28 p.Research output: Contribution to journal › Conference article › Research › peer-review
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Uncertainty-aware and explainable machine learning for early prediction of battery degradation trajectory
Rieger, L. H., Flores, E., Nielsen, K. F., Norby, P., Ayerbe, E., Winther, Ole, Vegge, T. & Bhowmik, A., 2023, In: Digital Discovery. 2, 1, p. 112-122 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Tumor suppressor ASXL1 is essential for the activation of INK4B expression in response to oncogene activity and anti-proliferative signals
Wu, X., Bekker-Jensen, I. H., Christensen, J., Rasmussen, K. D., Sidoli, S., Qi, Y., Kong, Y., Wang, X., Cui, Y., Xiao, Z., Xu, G., Williams, K., Rappsilber, J., Sønderby, C. K., Winther, Ole, Jensen, O. N. & Helin, K., 2015, In: Cell Research. 25, p. 1205-1218 14 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Tumor antigens as proteogenomic biomarkers in invasive ductal carcinomas
Olsen, L. R., Campos, B., Winther, Ole, Sgroi, D. C., Karger, B. L. & Brusic, V., 2014, In: B M C Medical Genomics. 7, 3, p. 1-13 13 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Transition1x: a dataset for building generalizable reactive machine learning potentials
Schreiner, M., Bhowmik, A., Vegge, T., Busk, J. & Winther, Ole, 2022, In: Scientific Data. 9, 1, 9 p., 779.Research output: Contribution to journal › Journal article › Research › peer-review
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Transfer learning reveals sequence determinants of regulatory element accessibility
Salvatore, Marco, Horlacher, M., Winther, Ole & Andersson, Robin, 2022, bioRxiv, 24 p.Research output: Working paper › Preprint › Research
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Transfer learning identifies sequence determinants of cell-type specific regulatory element accessibility
Salvatore, Marco, Horlacher, M., Marsico, A., Winther, Ole & Andersson, Robin, 2023, In: NAR Genomics and Bioinformatics. 5, 2, 10 p., 026.Research output: Contribution to journal › Journal article › Research › peer-review
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Transcriptional regulation of gene expression clusters in motor neurons following spinal cord injury
Ryge, J., Winther, Ole, Wienecke, Jacob, Sandelin, Albin Gustav, Westerdahl, A., Hultborn, Hans & Kiehn, O., 2010, In: BMC Genomics. 11, 1, p. 365 22 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Towards in silico CLIP-seq: predicting protein-RNA interaction via sequence-to-signal learning
Horlacher, M., Wagner, N., Moyon, L., Kuret, K., Goedert, N., Salvatore, Marco, Ule, J., Gagneur, J., Winther, Ole & Marsico, A., 2023, In: Genome Biology. 24, 1, 37 p., 180.Research output: Contribution to journal › Journal article › Research › peer-review
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The transcriptional network that controls growth arrest and differentiation in a human myeloid leukemia cell line
Suzuki, H., Forrest, A. R. R., van Nimwegen, E., Daub, C. O., Balwierz, P. J., Irvine, K. M., Lassmann, T., Ravasi, T., Hasegawa, Y., de Hoon, M. J. L., Katayama, S., Schroder, K., Carninci, P., Tomaru, Y., Kanamori-Katayama, M., Kubosaki, A., Akalin, A., Ando, Y., Arner, E., Asada, M. & 31 others, , 2009, In: Nature Genetics. 41, 5, p. 553-62 9 p.Research output: Contribution to journal › Journal article › Research › peer-review
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The middle ear immune defense changes with age
Nielsen, M. C., Friis, M., Martin-Bertelsen, T., Winther, Ole, Friis-Hansen, Lennart Jan & Cayé-Thomasen, Per, 2016, In: European Archives of Oto-Rhino-Laryngology. 273, 1, p. 81-86 6 p.Research output: Contribution to journal › Journal article › Research › peer-review
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The effect of smartphone-based monitoring and treatment on the rate and duration of psychiatric readmission in patients with unipolar depressive disorder: The RADMIS randomized controlled trial
Tønning, M. L., Faurholt-Jepsen, Maria , Frost, M., Martiny, Klaus, Tuxen, N., Rosenberg, N., Busk, J., Winther, Ole, Melbye, S. A., Thaysen-Petersen, D., Aamund, K. A., Tolderlundh, L., Bardram, J. E. & Kessing, Lars Vedel, 2021, In: Journal of Affective Disorders. 282, p. 354-363 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
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The Bipolar Illness Onset study: research protocol for the BIO cohort study
Kessing, Lars Vedel, Munkholm, K., Faurholt-Jepsen, M., Miskowiak, Kamilla, Nielsen, L. B., Frikke-Schmidt, Ruth, Ekstrøm, Claus Thorn, Winther, Ole, Pedersen, Bente Klarlund, Poulsen, Henrik Enghusen, McIntyre, R. S., Kapczinski, F., Gattaz, W. F., Bardram, J., Frost, M., Mayora, O., Knudsen, Gitte Moos, Phillips, M. & Vinberg, Maj, 2017, In: BMJ Open. 7, 6, 12 p., e015462.Research output: Contribution to journal › Journal article › Research › peer-review
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Systematic review of machine learning for diagnosis and prognosis in dermatology
Thomsen, K., Iversen, L., Titlestad, T. L. & Winther, Ole, 2020, In: Journal of Dermatological Treatment. 31, 5, p. 496-510Research output: Contribution to journal › Review › Research › peer-review
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SinaPlot: an enhanced chart for simple and truthful representation of single observations over multiple classes
Sidiropoulos, N., Sohi, S. H., Pedersen, T. L., Porse, Bo Torben, Winther, Ole, Rapin, N. & Bagger, F. O., 2018, In: Journal of Computational and Graphical Statistics. 27, 3, p. 673-676 4 p.Research output: Contribution to journal › Journal article › Research › peer-review
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SignalP 6.0 predicts all five types of signal peptides using protein language models
Teufel, Felix Georg, Almagro Armenteros, J. J., Johansen, A. R., Gíslason, M. H., Pihl, S. I., Tsirigos, Konstantinos, Winther, Ole, Brunak, Søren, von Heijne, G. & Nielsen, H., 2022, In: Nature Biotechnology. 40, p. 1023-1025Research output: Contribution to journal › Comment/debate › Research
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SignalP 5.0 improves signal peptide predictions using deep neural networks
Armenteros, J. J. A., Tsirigos, Konstantinos, Sønderby, C. K., Petersen, T. N., Winther, Ole, Brunak, Søren, von Heijne, G. & Nielsen, H., 18 Feb 2019, In: Nature Biotechnology. 37, 4, p. 420-423Research output: Contribution to journal › Journal article › Communication
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Sequential neural models with stochastic layers
Fraccaro, M., Sønderby, S. K., Paquet, U. & Winther, Ole, 2016, Neural Information Processing Systems 2016. Lee, D. D., Sugiyama, M., Luxburg, U. V., Guyon, I. & Garnett, R. (eds.). Neural Information Processing Systems Foundation, p. 2207-2215 9 p. (Advances in Neural Information Processing Systems, Vol. 29).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Robust multi-scale clustering of large DNA microarray datasets with the consensus algorithm
Grotkjær, T., Winther, Ole, Regenberg, Birgitte, Nielsen, J. & Hansen, L. K., 2006, In: Bioinformatics. 22, 1, p. 58-67 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Reducing the rate of psychiatric re-admissions in bipolar disorder using smartphones - The RADMIS trial
Faurholt-Jepsen, M., Lindbjerg Tønning, M., Fros, M., Martiny, Klaus, Tuxen, N., Rosenberg, N., Busk, J., Winther, Ole, Thaysen-Petersen, D., Aamund, K. A., Tolderlund, L., Bardram, J. E. & Kessing, Lars Vedel, 2021, In: Acta Psychiatrica Scandinavica. 143, 5, p. 453-465 13 p.Research output: Contribution to journal › Journal article › Research › peer-review
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RSK is a principal effector of the RAS-ERK pathway for eliciting a coordinate promotile/invasive gene program and phenotype in epithelial cells
Doehn, U., Hauge, C., Frank, S. R., Jensen, C. A. J., Duda, K., Nielsen, J. V., Cohen, M. S., Johansen, Jens Vilstrup, Winther, B. R., Lund, L. R., Winther, Ole, Taunton, J., Hansen, S. H. & Frödin, Morten, 2009, In: Molecular Cell. 35, 4, p. 511-22 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
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RNA trafficking and subcellular localization—a review of mechanisms, experimental and predictive methodologies
Wang, Jun, Horlacher, M., Cheng, L. & Winther, Ole, 2023, In: Briefings in Bioinformatics. 24, 5, 14 p., bbad249.Research output: Contribution to journal › Journal article › Research › peer-review
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Predictive active set selection methods for Gaussian processes
Henao, R. & Winther, Ole, 2012, In: Neurocomputing. 80, p. 10-18 9 p.Research output: Contribution to journal › Conference article › Research › peer-review
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Optimal Variance Control of the Score-Function Gradient Estimator for Importance Weighted Bounds
Liévin, V., Dittadi, A., Christensen, Anders & Winther, Ole, 2020, In: Advances in Neural Information Processing Systems. 2020-December, 12 p.Research output: Contribution to journal › Conference article › Research › peer-review
ID: 171145930
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Multivariate Hawkes process models of the occurrence of regulatory elements
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HemaExplorer: a database of mRNA expression profiles in normal and malignant haematopoiesis
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Enterococcus faecalis infection causes inflammation, intracellular oxphos-independent ROS production, and DNA damage in human gastric cancer cells
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