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Project

Novel neural networks for single-cell sequencing technologies

Information

Project Team

Organisations

Outputs and Outcomes

Publications

Pre-trained Maldi Transformers improve MALDI-TOF MS-based prediction

Gaetan De WaeleGerben MenschaertPeter VandammeWillem Waegeman

U Journal Article in Computers in Biology and Medicine

2025

Machine learning reveals novel compound for the improved production of chitooligosaccharides in Escherichia coli

Friederike MeyGaetan De WaeleWouter DemeesterChiara GuidiDries DuchiTomek DiederenHanne KochuytKirsten Van HuffelNicola ZamboniWillem WaegemanMarjan De Mey et al.

A1 Journal Article in NEW BIOTECHNOLOGY

2025

An antimicrobial drug recommender system using MALDI-TOF MS and dual-branch neural networks

Gaetan De WaeleWillem WaegemanGerben Menschaert

A2 Journal Article in ELIFE

2024