| A comparative evaluation of the generalised predictive ability of eight machine learning algorithms across ten clinical metabolomics data sets for binary classification KM Mendez, SN Reinke, DI Broadhurst Metabolomics 15 (12), 150, 2019 | 203 | 2019 |
| The application of artificial neural networks in metabolomics: a historical perspective KM Mendez, DI Broadhurst, SN Reinke Metabolomics 15 (11), 142, 2019 | 119 | 2019 |
| Metabolomic profiling reveals extensive adrenal suppression due to inhaled corticosteroid therapy in asthma P Kachroo, ID Stewart, RS Kelly, M Stav, K Mendez, A Dahlin, ... Nature medicine 28 (4), 814-822, 2022 | 101 | 2022 |
| Toward collaborative open data science in metabolomics using Jupyter Notebooks and cloud computing KM Mendez, L Pritchard, SN Reinke, DI Broadhurst Metabolomics 15 (10), 125, 2019 | 95 | 2019 |
| Migrating from partial least squares discriminant analysis to artificial neural networks: a comparison of functionally equivalent visualisation and feature contribution tools … KM Mendez, DI Broadhurst, SN Reinke Metabolomics 16 (2), 17, 2020 | 64 | 2020 |
| Multi-omic longitudinal study reveals immune correlates of clinical course among hospitalized COVID-19 patients J Diray-Arce, S Fourati, ND Jayavelu, R Patel, C Maguire, AC Chang, ... Cell Reports Medicine 4 (6), 2023 | 54 | 2023 |
| A meta-analysis of immune-cell fractions at high resolution reveals novel associations with common phenotypes and health outcomes Q Luo, VB Dwaraka, Q Chen, H Tong, T Zhu, K Seale, JM Raffaele, ... Genome medicine 15 (1), 59, 2023 | 49 | 2023 |
| Metabo-endotypes of asthma reveal differences in lung function: discovery and validation in two TOPMed cohorts RS Kelly, KM Mendez, M Huang, BD Hobbs, CB Clish, R Gerszten, ... American Journal of Respiratory and Critical Care Medicine 205 (3), 288-299, 2022 | 46 | 2022 |
| Whole-genome sequencing analysis of human metabolome in multi-ethnic populations EV Feofanova, MR Brown, T Alkis, AM Manuel, X Li, UA Tahir, Z Li, ... nature communications 14 (1), 3111, 2023 | 38 | 2023 |
| OMICmAge: an integrative multi-omics approach to quantify biological age with electronic medical records Q Chen, VB Dwaraka, N Carreras-Gallo, K Mendez, Y Chen, S Begum, ... BioRxiv, 2023 | 34 | 2023 |
| An epidemiological introduction to human metabolomic investigations AD Joshi, A Rahnavard, P Kachroo, KM Mendez, W Lawrence, ... Trends in Endocrinology & Metabolism 34 (9), 505-525, 2023 | 22 | 2023 |
| Sphingolipid classes and the interrelationship with pediatric asthma and asthma risk factors Y Chen, A Checa, P Zhang, M Huang, RS Kelly, M Kim, YCS Chen, ... Allergy 79 (2), 404-418, 2024 | 16 | 2024 |
| Plasma metabolomic profiles associated with three-year progression of age-related macular degeneration I Lains, K Mendez, A Nigalye, R Katz, VP Douglas, RS Kelly, IK Kim, ... Metabolites 12 (1), 32, 2022 | 16 | 2022 |
| Association of human plasma metabolomics with delayed dark adaptation in age-related macular degeneration KM Mendez, J Kim, I Lains, A Nigalye, R Katz, S Pundik, IK Kim, L Liang, ... Metabolites 11 (3), 183, 2021 | 13 | 2021 |
| A genome-wide association study of mass spectrometry proteomics using the Seer Proteograph platform K Suhre, Q Chen, A Halama, K Mendez, A Dahlin, N Stephan, G Thareja, ... bioRxiv, 2024 | 11 | 2024 |
| Plasma metabolites associated with OCT features of age-related macular degeneration I Lains, X Han, J Gil, J Providencia, A Nigalye, R Alvarez, VP Douglas, ... Ophthalmology Science 4 (1), 100357, 2024 | 11 | 2024 |
| Phenotypically driven subgroups of ASD display distinct metabolomic profiles N Prince, SH Chu, Y Chen, KM Mendez, E Hanson, LA Green-Snyder, ... Brain, behavior, and immunity 111, 21-29, 2023 | 11 | 2023 |
| Leveraging DNA methylation to create Epigenetic Biomarker Proxies that inform clinical care: A new framework for Precision Medicine N Carreras-Gallo, Q Chen, L Balagué-Dobón, A Aparicio, IM Giosan, ... medRxiv, 2024 | 8 | 2024 |
| Metabolomic-derived endotypes of age-related macular degeneration (AMD): a step towards identification of disease subgroups K Mendez, I Lains, RS Kelly, J Gil, R Silva, J Miller, DG Vavvas, I Kim, ... Scientific Reports 14 (1), 12145, 2024 | 8 | 2024 |
| Exploring the varied clinical presentation of pediatric asthma through the metabolome KM Mendez, P Kachroo, N Prince, M Huang, M Cote, SH Chu, Y Chen, ... American Journal of Respiratory and Critical Care Medicine 211 (5), 737-748, 2025 | 5 | 2025 |
