Kevin Milton Mendez
Kevin Milton Mendez
Researcher, Harvard Medical School
Verified email at meei.harvard.edu
Title
Cited by
Cited by
Year
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
422019
The application of artificial neural networks in metabolomics: a historical perspective
KM Mendez, DI Broadhurst, SN Reinke
Metabolomics 15 (11), 1-14, 2019
392019
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
322019
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
132020
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
12021
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
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Articles 1–19