| 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, 1-15, 2019 | 91 | 2019 |
| The application of artificial neural networks in metabolomics: a historical perspective KM Mendez, DI Broadhurst, SN Reinke Metabolomics 15, 1-14, 2019 | 65 | 2019 |
| Toward collaborative open data science in metabolomics using Jupyter Notebooks and cloud computing KM Mendez, L Pritchard, SN Reinke, DI Broadhurst Metabolomics 15, 1-16, 2019 | 58 | 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, 1-15, 2020 | 26 | 2020 |
| 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 | 13 | 2022 |
| Association of human plasma metabolomics with delayed dark adaptation in age-related macular degeneration KM Mendez, J Kim, I Laíns, A Nigalye, R Katz, S Pundik, IK Kim, L Liang, ... Metabolites 11 (3), 183, 2021 | 9 | 2021 |
| 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 | 7 | 2022 |
| Area under the dark adaptation curve as a reliable alternate measure of dark adaptation response S Pundlik, A Nigalye, I Laíns, KM Mendez, R Katz, J Kim, IK Kim, JB Miller, ... British Journal of Ophthalmology 106 (10), 1450-1456, 2022 | 3 | 2022 |
| Urinary Mass Spectrometry Profiles in Age-Related Macular Degeneration I Lains, KM Mendez, JQ Gil, JB Miller, RS Kelly, P Barreto, IK Kim, ... Journal of Clinical Medicine 11 (4), 940, 2022 | 2 | 2022 |
| Metabo-endotypes of asthma reveal clinically important differences in lung function RS Kelly, K Mendez, M Huang, C Clish, R Gerszten, CE Wheelock, ... TP111. TP111 ASTHMA AND ALLERGIC RESPONSES: CELLULAR AND MOLECULAR PATHWAYS …, 2021 | 1 | 2021 |
| The systematic use of metabolomic epidemiology, biobanks, and electronic medical records for precision medicine initiatives in asthma: findings suggest new guidelines to … P Kachroo, I Stewart, R Kelly, M Stav, K Mendez, A Dahlin, D Soeteman, ... | 1 | 2021 |
| Author Correction: 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 (8), 1723, 2022 | | 2022 |
| Metabo-endotypes of Age-related Macular Degeneration KM Mendez, I Lains, JB Miller, DG Vavvas, IK Kim, JW Miller, L Liang, ... Investigative Ophthalmology & Visual Science 63 (7), 1494-1494, 2022 | | 2022 |
| Optical Coherence Tomography (OCT) Features Associated with Three-Year Changes in Microperimetry Sensitivity in Age-related Macular Degeneration (AMD) G Tsougranis, KM Mendez, I Lains, A Nigalye, R Katz, T Koch, J Lasky-Su, ... Investigative Ophthalmology & Visual Science 63 (7), 877-877, 2022 | | 2022 |
| Urinary Mass Spectrometry Metabolomic Profiles in Age-related Macular Degeneration (AMD) D Husain, I Lains, KM Mendez, JQ Gil, JB Miller, DG Vavvas, IK Kim, ... Investigative Ophthalmology & Visual Science 63 (7), 364–F0195-364–F0195, 2022 | | 2022 |
| Driving Metabolomic Signatures for Clinical Asthma Subtypes: Important Distinctions Leading to Personalized Treatment in the TOPMed Initiative K Mendez, N Prince, M Cote, M Huang, RS Kelly, P Kachroo, S Chu, ... B101. VARIED OMICS TECHNIQUES APPLIED TO ALLERGIC AND RESPIRATORY TRAITS …, 2022 | | 2022 |
| 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 | | 2022 |
| Area under the Curve as an Alternative Outcome Measure of Dark Adaptation Response S Pundlik, A Nigalye, I Lains, K Mendez, R Katz, J Kim, VP Douglas, ... Investigative Ophthalmology & Visual Science 62 (8), 279-279, 2021 | | 2021 |
| Association of Human Plasma Metabolomics with Delayed Dark Adaptation in Age-Related Macular Degeneration J Kim, K Mendez, I Lains, A Nigalye, R Katz, S Pundlik, IK Kim, L Liang, ... Investigative Ophthalmology & Visual Science 62 (8), 343-343, 2021 | | 2021 |
| Plasma Metabolomic Profiles Associated with Three-Year Progression of Age-related Macular Degeneration I Lains, A Nigalye, K Mendez, R Katz, VP Douglas, RS Kelly, IK Kim, ... Investigative Ophthalmology & Visual Science 62 (8), 345-345, 2021 | | 2021 |
