Ole Winther

Ole Winther

Professor with special responsibilities, Visiting professor, Professor MSO

Member of:

    ORCID: 0000-0002-1966-3205

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    1. 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

    2. Published

      DeepLoc: prediction of protein subcellular localization using deep learning

      Almagro Armenteros, J. J., Sønderby, C. K., Sønderby, S. K., Nielsen, H. & Winther, Ole, 1 Nov 2017, In: Bioinformatics. 33, 21, p. 3387-3395 9 p.

      Research output: Contribution to journal › Journal article › Research › peer-review

    3. 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. 420-423

      Research output: Contribution to journal › Journal article › Communication

    4. Published

      HemaExplorer: a database of mRNA expression profiles in normal and malignant haematopoiesis

      Bagger, F. O., Rapin, N. P. J., Theilgaard-Mønch, Kim, Kaczkowski, B., Thorén, L. A. M., Jendholm, L. J., Winther, Ole & Porse, Bo Torben, 2013, In: Nucleic Acids Research. 41, Database issue, p. D1034-D1039 6 p.

      Research output: Contribution to journal › Journal article › Research › peer-review

    5. Published

      BloodSpot: a database of gene expression profiles and transcriptional programs for healthy and malignant haematopoiesis

      Bagger, F. O., Sasivarevic, D., Hadi Sohi, S., Laursen, L. G., Pundhir, Sachin, Sønderby, C. K., Winther, Ole, Rapin, N. & Porse, Bo Torben, 4 Jan 2016, In: Nucleic Acids Research. 44, D1, p. D917-24 8 p.

      Research output: Contribution to journal › Journal article › Research › peer-review

    6. 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. 446-456

      Research output: Contribution to journal › Review › Research › peer-review

    7. Published

      Competence classification of cumulus and granulosa cell transcriptome in embryos matched by morphology and female age

      Borup, R., Thuesen, L. L., tcg964, tcg964, Andersen, A. N., Ziebe, S., Winther, Ole & Grøndahl, M. L., 2016, In: P L o S One. 11, 4, p. 1-19 19 p., e0153562.

      Research output: Contribution to journal › Journal article › Research › peer-review

    8. Published

      JASPAR, the open access database of transcription factor-binding profiles: new content and tools in the 2008 update.

      Bryne, J. C., Valen, E., Tang, M. E., Marstrand, T., Winther, Ole, da Piedade, I., Krogh, Anders, Lenhard, B. & Sandelin, Albin Gustav, 2008, In: Nucleic Acids Research. 36, Database issue, p. D102-6

      Research output: Contribution to journal › Journal article › Research › peer-review

    9. Published

      Graph neural network interatomic potential ensembles with calibrated aleatoric and epistemic uncertainty on energy and forces

      Busk, J., Schmidt, M. N., Winther, Ole, Vegge, T. & Jørgensen, P. B., 2023, In: Physical Chemistry Chemical Physics. 25, p. 25828-25837 10 p.

      Research output: Contribution to journal › Journal article › Research › peer-review

    10. Published

      Forecasting Mood in Bipolar Disorder From Smartphone Self-assessments: Hierarchical Bayesian Approach

      Busk, J., Faurholt-Jepsen, M., Frost, M., Bardram, J. E., Kessing, Lars Vedel & Winther, Ole, 1 Apr 2020, In: JMIR mHealth and uHealth. 8, 4, 14 p., e15028.

      Research output: Contribution to journal › Journal article › Research › peer-review

    11. Published

      Calibrated uncertainty for molecular property prediction using ensembles of message passing neural networks

      Busk, J., Jørgensen, P. B., Bhowmik, A., Schmidt, M. N., Winther, Ole & Vegge, T., 2022, In: Machine Learning: Science and Technology. 3, 1, 12 p., 015012.

      Research output: Contribution to journal › Journal article › Research › peer-review

    12. Published

      Daily estimates of clinical severity of symptoms in bipolar disorder from smartphone-based self-assessments

      Busk, J., Faurholt-Jepsen, M., Frost, M., Bardram, J. E., Kessing, Lars Vedel & Winther, Ole, 2020, In: Translational Psychiatry. 10, 12 p., 194.

      Research output: Contribution to journal › Journal article › Research › peer-review

    13. Published

      Multivariate Hawkes process models of the occurrence of regulatory elements

      Carstensen, L., Sandelin, Albin Gustav, Winther, Ole & Hansen, Niels Richard, 2010, In: BMC Bioinformatics. 11, p. 456

      Research output: Contribution to journal › Journal article › Research › peer-review

    14. Published

      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

    15. Published

      Molecular Representations in Machine-Learning-Based Prediction of PK Parameters for Insulin Analogs

      Einarson, K. A., Bendtsen, K. M., Li, K., Thomsen, M., Kristensen, N. R., Winther, Ole, Fulle, S., Clemmensen, L. & Refsgaard, H. H. F., 2023, In: ACS Omega. 8, 26, p. 23566-23578 13 p.

      Research output: Contribution to journal › Journal article › Research › peer-review

    16. Published

      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

    17. Published

      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

    18. Published

      Gene expression of the endolymphatic sac

      Friis, M., Martin-Bertelsen, T., Friis-Hansen, Lennart Jan, Winther, Ole, Henao Giraldo, R., Sørensen, Mads Sølvsten & Qvortrup, Klaus, 2011, In: Acta Oto-Laryngologica. 131, 12, p. 1257-63 7 p.

      Research output: Contribution to journal › Journal article › Research › peer-review

    19. Published

      A comparison of tools for copy-number variation detection in germline whole exome and whole genome sequencing data

      Gabrielaite, M., Torp, M., Rasmussen, M., Andreu-Sánchez, S., Vieira, Filipe Garrett, Pedersen, C., Kinalis, S., Madsen, M., Yde, C., Rønn, O. L., Marvig, R., Østrup, O., Rossing, Caroline Maria, Nielsen, Finn Cilius, Winther, Ole & Bagger, F. O., 2021, bioRxiv, 29 p.

      Research output: Working paper › Preprint › Research

    20. Published

      A comparison of tools for copy-number variation detection in germline whole exome and whole genome sequencing data

      Gabrielaite, M., Torp, M. H., Rasmussen, Malthe Sebro, Andreu-Sánchez, S., Vieira, Filipe Garrett, Pedersen, C. B., Kinalis, S., Madsen, M. B., Kodama, M., Demircan, G. S., Simonyan, A., Yde, C. W., Olsen, L. R., Marvig, R. L., Østrup, O., Rossing, Caroline Maria, Nielsen, Finn Cilius, Winther, Ole & Bagger, F. O., 2021, In: Cancers. 13, 24, 6283.

      Research output: Contribution to journal › Journal article › Research › peer-review

    21. 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

    22. 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

    23. Published

      Molecular signatures of thyroid follicular neoplasia

      Helweg-Larsen, R. B., Rossing, M., Henao Giraldo, R., Yamamoto, Y., Krogdahl, A., Godballe, C., Winther, Ole, Kiss, K., Christensen, L. H., Høgdall, Estrid Vilma Solyom, Bennedbæk, F. N. & Nielsen, Finn Cilius, 2010, In: Endocrine - Related Cancer. 17, 3, p. 691-708 18 p.

      Research output: Contribution to journal › Journal article › Research › peer-review

    24. Published

      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

    25. Published

      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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    ID: 171145930