Ole Winther
University of Copenhagen(DK)Technical University of Denmark(DK)
Publications by Year
Research Areas
Gaussian Processes and Bayesian Inference, Machine Learning in Bioinformatics, Topic Modeling, Neural Networks and Applications, Generative Adversarial Networks and Image Synthesis
Most-Cited Works
- → SignalP 5.0 improves signal peptide predictions using deep neural networks(2019)4,606 cited
- → SignalP 6.0 predicts all five types of signal peptides using protein language models(2022)2,093 cited
- → DeepTMHMM predicts alpha and beta transmembrane proteins using deep neural networks(2022)1,403 cited
- → DeepLoc: prediction of protein subcellular localization using deep learning(2017)1,193 cited
- Autoencoding beyond pixels using a learned similarity metric(2016)
- → Detecting sequence signals in targeting peptides using deep learning(2019)1,072 cited
- → JASPAR, the open access database of transcription factor-binding profiles: new content and tools in the 2008 update(2007)687 cited