Journal Papers

Biblio logo(6) CpG Transformer for imputation of single-cell methylomes
G. De Waele, J. Clauwaert, G. Menschaert and W. Waegeman
(2022) BIOINFORMATICS. 38, 597-603.
Biblio logo(5) Novel transformer networks for improved sequence labeling in genomics
J. Clauwaert and W. Waegeman
(2022) IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS. 19, 97-106.
Biblio logo(4) Improving the performance of machine learning models for biotechnology: the quest for deux ex machina
F. Mey, J. Clauwaert, K. Van Huffel, W. Waegeman and M. De Mey
(2021) BIOTECHNOLOGY ADVANCES. 53, 107858.
Biblio logo(3) Explainability in transformer models for functional genomics
J. Clauwaert, G. Menschaert and W. Waegeman
(2021) BRIEFINGS IN BIOINFORMATICS. 22, 1-11.
Biblio logo(2) Predictive design of sigma factor-specific promoters
M. Van Brempt, J. Clauwaert, F. Mey, M. Stock, J. Maertens, W. Waegeman and M. De Mey
(2020) NATURE COMMUNICATIONS. 11, 5822.
Biblio logo(1) DeepRibo: a neural network for the precise gene annotation of prokaryotes by combining ribosome profiling signal and binding site patterns
J. Clauwaert, G. Menschaert and W. Waegeman
(2019) NUCLEIC ACIDS RESEARCH. 47, e36.