| 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), 1-15, 2019 | 42 | 2019 |
| The application of artificial neural networks in metabolomics: a historical perspective KM Mendez, DI Broadhurst, SN Reinke Metabolomics 15 (11), 1-14, 2019 | 39 | 2019 |
| Toward collaborative open data science in metabolomics using Jupyter Notebooks and cloud computing KM Mendez, L Pritchard, SN Reinke, DI Broadhurst Metabolomics 15 (10), 1-16, 2019 | 32 | 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), 1-15, 2020 | 13 | 2020 |
| 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 | 1 | 2021 |
| 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 |
| 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 | | 2021 |
| Metabolomic Analysis of Asthma Phenotypes across Multiple Cohorts K Mendez, M Cote, M Huang, RS Kelly, P Kachroo, SH Chu, DI Soeteman, ... TP8. TP008 OMICS STUDIES IN OBSTRUCTIVE AIRWAYS DISEASE, A1381-A1381, 2021 | | 2021 |
| 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, 2021 | | 2021 |
| Metabo-Endotypes of Asthma Reveal Clinically Important Differences in Lung Function: Discovery and validation in two TOPMed Cohorts R Kelly, K Mendez, M Huang, B Hobbs, C Clish, R Gerszten, M Cho, ... | | 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, ... | | 2021 |
| Deriving statistical inference from the application of artificial neural networks to clinical metabolomics data KM Mendez | | 2020 |
| Untargeted metabolomics of childhood asthma exacerbations from retrospectively collected serum samples KM Mendez Murdoch University, 2017 | | 2017 |
| Chapter Five: Migrating from Partial Least Squares Discriminant Analysis to Artificial Neural Networks: A Comparison of Functionally Equivalent Visualisation and Feature … KM Mendez, DI Broadhurst, SN Reinke Copyright Warning, 149, 0 | | |
| Chapter Three: Toward Collaborative Open Data Science in Metabolomics using Jupyter Notebooks and Cloud Computing KM Mendez, L Pritchard, SN Reinke, DI Broadhurst Copyright Warning, 54, 0 | | |
| Chapter Four: A Comparative Evaluation of the Generalised Predictive Ability of Eight Machine Learning Algorithms across Ten Clinical Metabolomics Data Sets for Binary … KM Mendez, SN Reinke, DI Broadhurst Copyright Warning, 105, 0 | | |
| Chapter Two: The Application of Artificial Neural Networks in Metabolomics: A Historical Perspective KM Mendez, DI Broadhurst, SN Reinke Copyright Warning, 17, 0 | | |
