Ole Winther

Ole Winther

Professor with special responsibilities

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    1. 2021
    2. E-pub ahead of print

      Improved metagenome binning and assembly using deep variational autoencoders

      Nissen, J. N., Johansen, Joachim, Allesøe, Rosa Lundbye, Sonderby, C. K., Armenteros, J. J. A., Grønbech, Christopher Heje, Jensen, Lars Juhl, Nielsen, H. B., Petersen, T. N., Winther, Ole & Rasmussen, Simon, Jan 2021, (E-pub ahead of print) In: Nature Biotechnology. 12 p.

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

    3. Published

      Reducing the rate of psychiatric re-admissions in bipolar disorder using smartphones - The RADMIS trial

      Faurholt-Jepsen, M., Tønning, Morten Lindbjerg, 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

    4. Published

      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, Morten Lindbjerg, Faurholt-Jepsen, M., 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

    5. 2020
    6. 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

    7. 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

    8. Published

      Deep Learning for Diagnostic Binary Classification of Multiple-Lesion Skin Diseases

      Thomsen, K., Christensen, A. L., Iversen, L., Lomholt, H. B. & Winther, Ole, 2020, In: Frontiers in Medicine. 7, 7 p., 574329.

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

    9. 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

    10. 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. 496-510

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

    11. 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

    12. 2019
    13. 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

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