1. Hidden antibiotics in actinomycetes can be identified by inactivation.. Culp, nat biotech 2019

2. comprehensive Tandem-Mass-Spectrometry Coverage of Complex Samples  Broeckling anal chem 2018

3. Blood metabolome predicts gut microbiome alpha-diversity in humans, Wilmanski 2019?

4. Integrated Probabilistic Annotation: a bayesian-Based Annotation Method for Metabolomic Profiles integratin biochemical conenctions.. Carratore 2019

5. Combination of Isotope labeling and molecular networking of tandom mass spectrometry data to reveal 69 unknown Metabolites.. Hautbergue 2019

6. Automated structure prediction of trans-acyltransferase polyketide synthase products, Helfrich 2019 nature chemical biology

7. Automated de novo molecular design by hybrid machine intelligence and rule-driven chemical synthesis, Button nature machine intelligence

8. Improved small molecule identification through learning combinations of kernel regression models, brouard 2019 Metabolites

9. visualizing probabilistic models and data with intensive principal component analysis Quinn, 2019 PNAS

10. Monitoring of system conditioning after blank injections in untargeted UPLC-MS Metabolomic analysis Martinez-Sena, 2019, Scientific reports 

11. Predicting Drug-Target Interaction using a novel graph neural network with 3d structure-embedded graph representations, Lim, 2019 JCIM 

12. A deep convolutional neural network for the estimation of gas chromatographic retention indices, Matyushin, 2019, Journal of Chromatography A

13. ?