Journal Article (123)
21.
Journal Article
37 (1), pp. 57 - 65 (2021)
Network-guided search for genetic heterogeneity between gene pairs. Bioinformatics 22.
Journal Article
22 (2), pp. 1515 - 1530 (2021)
Biological network analysis with deep learning. Briefings in Bioinformatics 23.
Journal Article
36 (Supplement_2), pp. i840 - i848 (2020)
Enhancing statistical power in temporal biomarker discovery through representative shapelet mining. Bioinformatics 24.
Journal Article
26 (10), pp. 1310 - 1317 (2020)
Machine learning for microbial identification and antimicrobial susceptibility testing on MALDI-TOF mass spectra: a systematic review. Clinical Microbiology and Infection 25.
Journal Article
48 (D1), pp. D1063 - D1068 (2020)
AraPheno and the AraGWAS Catalog 2020: a major database update including RNA-Seq and knockout mutation data for Arabidopsis thaliana. Nucleic Acids Research 26.
Journal Article
13 (5-6), pp. 531 - 712 (2020)
Graph Kernels: State-of-the-Art and Future Challenges. Foundations and Trends® in Machine Learning 27.
Journal Article
270, pp. 1163 - 1167 (2020)
SPHN/PHRT: Forming a Swiss-Wide Infrastructure for Data-Driven Sepsis Research. Studies in Health Technology and Informatics 28.
Journal Article
36 (Supplement_1), pp. i508 - i515 (2020)
Prediction of cancer driver genes through network-based moment propagation of mutation scores. Bioinformatics 29.
Journal Article
62 (3), pp. 899 - 925 (2020)
Kernel conditional clustering and kernel conditional semi-supervised learning. Knowledge and Information Systems 30.
Journal Article
11, 3551 (2020)
Large-scale DNA-based phenotypic recording and deep learning enable highly accurate sequence-function mapping. Nature Communications 31.
Journal Article
Set Functions for Time Series. Proceedings of the 37th International Conference on Machine Learning, PMLR (2020)
32.
Journal Article
26 (3), pp. 364 - 373 (2020)
Early prediction of circulatory failure in the intensive care unit using machine learning. Nature Medicine 33.
Journal Article
37, 101825 (2020)
Comorbidities, clinical signs and symptoms, laboratory findings, imaging features, treatment strategies, and outcomes in adult and pediatric patients with COVID-19: A systematic review and meta-analysis. Travel Medicine and Infectious Disease 34.
Journal Article
119, pp. 7045 - 7054 (2020)
Topological Autoencoders. Proceedings of the 37th International Conference on Machine Learning, PMLR 35.
Journal Article
33, pp. 6900 - 6912 (2020)
Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence. Advances in Neural Information Processing Systems (NeurIPS 2020) 36.
Journal Article
36 (Supplement_1), pp. i30 - i38 (2020)
Topological and kernel-based microbial phenotype prediction from MALDI-TOF mass spectra. Bioinformatics 37.
Journal Article
A Wasserstein Subsequence Kernel for Time Series. 2019 IEEE International Conference on Data Mining (ICDM), pp. 964 - 969 (2019)
38.
Journal Article
35 (15), pp. 2680 - 2682 (2019)
CASMAP: detection of statistically significant combinations of SNPs in association mapping. Bioinformatics 39.
Journal Article
Early Recognition of Sepsis with Gaussian Process Temporal Convolutional Networks and Dynamic Time Warping. Proceedings of the 4th Machine Learning for Healthcare Conference , PMLR 106, pp. 2 - 26 (2019)
40.
Journal Article
97, pp. 5448 - 5458 (2019)
A Persistent Weisfeiler-Lehman Procedure for Graph Classification. Proceedings of the 36th International Conference on Machine Learning (ICML 2019), PMLR 97