Bioinformatics | Drug Discovery | Machine Learning | Metabolomics Genome-scale enzymatic reaction prediction by variational graph autoencoders. March 22, 2023
Bioinformatics | Metabolomics | Neurology NMRQNet: a deep learning approach for automatic identification and quantification of metabolites using Nuclear Magnetic Resonance (NMR) in human plasma samples. March 13, 2023
Metabolomics | Plant Science NMR-Based Metabolomics: A New Paradigm to Unravel Defense-Related Metabolites in Insect-Resistant Cotton Variety through Different Multivariate Data Analysis Approaches. February 25, 2023
Bioinformatics | Metabolomics Regularized adversarial learning for normalization of multi-batch untargeted metabolomics data. February 24, 2023
Bioinformatics | Metabolomics Fusion of Quality Evaluation Metrics and Convolutional Neural Network Representations for ROI Filtering in LC-MS. January 4, 2023
Classification | Disease Modeling | Machine Learning | Metabolomics Applications of machine learning in metabolomics: Disease modeling and classification. December 12, 2022
Machine Learning | Metabolomics | Nephrology Potential progression biomarkers of diabetic kidney disease determined using comprehensive machine learning analysis of non-targeted metabolomics. September 29, 2022
Biomedicine | Metabolomics Microbe-bridged disease-metabolite associations identification by heterogeneous graph fusion. September 28, 2022
Disease Diagnosis | Metabolomics | Precision Medicine Deep learning-based pseudo-mass spectrometry imaging analysis for precision medicine. August 10, 2022
Metabolomics Convolutional Neural Network-Based Compound Fingerprint Prediction for Metabolite Annotation. July 27, 2022
Biochemistry | Endocrinology | Metabolomics Serological Phenotyping Analysis Uncovers a Unique Metabolomic Pattern Associated With Early Onset of Type 2 Diabetes Mellitus. July 16, 2022
Data Science | Metabolomics Joint deep learning for batch effect removal and classification toward MALDI MS based metabolomics. July 11, 2022