Ole Winther
Professor with special responsibilities, Visiting professor, Professor MSO
- 2023
- 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
- Published
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
- 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
- Published
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
- 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 journal › Journal article › Research › peer-review
- 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 journal › Conference article › Research › peer-review
- 2022
- 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
- Published
DeepLoc 2.0: multi-label subcellular localization prediction using protein language models
Thumuluri, V., Almagro Armenteros, J. J., Johansen, A. R., Nielsen, H. & Winther, Ole, 2022, In: Nucleic Acids Research. 50, W1, p. W228-W234Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Interpretable autoencoders trained on single cell sequencing data can transfer directly to data from unseen tissues
Walbech, J. S., Kinalis, S., Winther, Ole, Nielsen, Finn Cilius & Bagger, F. O., 2022, In: Cells. 11, 12 p., 85.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
NetSurfP-3.0: accurate and fast prediction of protein structural features by protein language models and deep learning
Høie, M. H., Kiehl, E. N., Petersen, Bent, Nielsen, M., Winther, Ole, Nielsen, H., Hallgren, J. & Marcatili, P., 2022, In: Nucleic Acids Research. 50, W1, p. W510-W515 6 p.Research output: Contribution to journal › Journal article › Research › peer-review
ID: 171145930
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2989
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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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2496
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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
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987
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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