Ole Winther

Ole Winther

Professor with special responsibilities, Visiting professor, Professor MSO


  1. 2024
  2. Published

    DiscoTope-3.0: improved B-cell epitope prediction using inverse folding latent representations

    Høie, M. H., Gade, F. S., Johansen, J., Würtzen, C., Winther, Ole, Nielsen, M. & Marcatili, P., 2024, In: Frontiers in Immunology. 15, 12 p., 1322712.

    Research output: Contribution to journalJournal articleResearchpeer-review

  3. Published

    Can large language models reason about medical questions?

    Liévin, V., Hother, C. E., Motzfeldt, A. G. & Winther, Ole, 2024, In: Patterns. 5, 3, 12 p., 100943.

    Research output: Contribution to journalJournal articleResearchpeer-review

  4. Published

    DeepLocRNA: an interpretable deep learning model for predicting RNA subcellular localization with domain-specific transfer-learning

    Wang, Jun, Horlacher, M., Cheng, L. & Winther, Ole, 2024, In: Bioinformatics. 40, 2, 10 p., btae065.

    Research output: Contribution to journalJournal articleResearchpeer-review

  5. 2023
  6. 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 journalJournal articleResearchpeer-review

  7. 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 journalJournal articleResearchpeer-review

  8. 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 journalJournal articleResearchpeer-review

  9. Published

    DermX: An end-to-end framework for explainable automated dermatological diagnosis

    Jalaboi, R., Faye, F., Orbes-Arteaga, M., Jørgensen, D., Winther, Ole & Galimzianova, A., 2023, In: Medical Image Analysis. 83, 12 p., 102647.

    Research output: Contribution to journalJournal articleResearchpeer-review

  10. Published

    Explainable Image Quality Assessments in Teledermatological Photography

    Jalaboi, R., Winther, Ole & Galimzianova, A., 2023, In: Telemedicine and e-Health. 29, 9, p. 1342-1348 7 p.

    Research output: Contribution to journalJournal articleResearchpeer-review

  11. Published

    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 journalConference articleResearchpeer-review

  12. Published

    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 journalJournal articleResearchpeer-review

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