Ole Winther
Professor with special responsibilities, Professor MSO
- 2020
- Published
Identification and validation of 174 COVID-19 vaccine candidate epitopes reveals low performance of common epitope prediction tools
Prachar, Marek, Justesen, S., Steen-Jensen, D. B., Thorgrimsen, S., Jurgons, E., Winther, Ole & Bagger, F. O., 2020, In: Scientific Reports. 10, 8 p., 20465.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
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
- Published
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
- Published
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
- 2019
- Published
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
- Published
A perspective on inverse design of battery interphases using multi-scale modelling, experiments and generative deep learning
Bhowmik, A., Castelli, I. E., Garcia-Lastra, J. M., Bjørn-Jørgensen, P., Winther, Ole & Vegge, T., 2019, In: Energy Storage Materials. 21, p. 446-456Research output: Contribution to journal › Review › Research › peer-review
- Published
Deconvolution of autoencoders to learn biological regulatory modules from single cell mRNA sequencing data
Kinalis, S., Nielsen, Finn Cilius, Winther, Ole & Bagger, F. O., 2019, In: BMC Bioinformatics. 20, 9 p., 379.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Detecting sequence signals in targeting peptides using deep learning
Almagro Armenteros, J. J., Salvatore, Marco, Emanuelsson, O., Winther, Ole, von Heijne, G., Elofsson, A. & Nielsen, H., 2019, In: Life Science Alliance. 2, 5, 14 p., 201900429.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
NetSurfP-2.0: improved prediction of protein structural features by integrated deep learning
Klausen, M. S., Jespersen, M. C., Nielsen, H., Jensen, K. K., Jurtz, V. I., Sønderby, C. K., Sommer, M. O. A., Winther, Ole, Nielsen, M., Petersen, Bent & Marcatili, P., 2019, In: Proteins: Structure, Function and Bioinformatics. 87, 6, p. 520-527Research output: Contribution to journal › Journal article › Research › peer-review
- 2018
- Published
Binning microbial genomes using deep learning
Nissen, J. N., Sønderby, C. K., Armenteros, J. J. A., Grønbech, Christopher Heje, Nielsen, H. B., Petersen, T. N., Winther, Ole & Rasmussen, Simon, 2018, (bioRxiv).Research output: Working paper › Preprint
ID: 171145930
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2918
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Multivariate Hawkes process models of the occurrence of regulatory elements
Research output: Contribution to journal › Journal article › Research › peer-review
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2393
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HemaExplorer: a database of mRNA expression profiles in normal and malignant haematopoiesis
Research output: Contribution to journal › Journal article › Research › peer-review
Published -
931
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Enterococcus faecalis infection causes inflammation, intracellular oxphos-independent ROS production, and DNA damage in human gastric cancer cells
Research output: Contribution to journal › Journal article › Research › peer-review
Published