The application of artificial neural networks in metabolomics: a historical perspective von Mendez, Kevin M., Broadhurst, David I., Reinke, Stacey N.

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Toward collaborative open data science in metabolomics using Jupyter Notebooks and cloud computing von Mendez, Kevin M., Pritchard, Leighton, Reinke, Stacey N., Broadhurst, David I.

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A novel family of mammalian transmembrane proteins involved in cholesterol transport von Méndez-Acevedo, Kevin M., Valdes, Victor Julián, Asanov, Alexander, Vaca, Luis

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Whole-Genome Sequencing Analysis of Human Metabolome in Multi-Ethnic Populations von Feofanova, Elena V., Brown, Michael R., Alkis, Taryn, Manuel, Astrid M., Li, Xihao, Tahir, Usman A., Li, Zilin, Mendez, Kevin M., Kelly, Rachel S., Qi, Qibin, Chen, Han, Larson, Martin G., Lemaitre, Rozenn N., Morrison, Alanna C., Grieser, Charles, Wong, Kari E., Gerszten, Robert E., Zhao, Zhongming, Lasky-Su, Jessica, Yu, Bing

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Elevated third trimester corticosteroid levels are associated with fewer offspring infections von Prince, Nicole, Kelly, Rachel S., Chu, Su H., Kachroo, Priyadarshini, Chen, Yulu, Mendez, Kevin M., Begum, Sofina, Bisgaard, Hans, Bønnelykke, Klaus, Kim, Min, Levy, Ofer, Litonjua, Augusto A., Wheelock, Craig E., Weiss, Scott T., Chawes, Bo L., Lasky-Su, Jessica A.

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Author Correction: Whole-Genome Sequencing Analysis of Human Metabolome in Multi-Ethnic Populations von Feofanova, Elena V., Brown, Michael R., Alkis, Taryn, Manuel, Astrid M., Li, Xihao, Tahir, Usman A., Li, Zilin, Mendez, Kevin M., Kelly, Rachel S., Qi, Qibin, Chen, Han, Larson, Martin G., Lemaitre, Rozenn N., Morrison, Alanna C., Grieser, Charles, Wong, Kari E., Gerszten, Robert E., Zhao, Zhongming, Lasky-Su, Jessica, Yu, Bing

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A comparative evaluation of the generalised predictive ability of eight machine learning algorithms across ten clinical metabolomics data sets for binary classification von Mendez, Kevin M., Reinke, Stacey N., Broadhurst, David I.

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Migrating from partial least squares discriminant analysis to artificial neural networks: a comparison of functionally equivalent visualisation and feature contribution tools using... von Mendez, Kevin M., Broadhurst, David I., Reinke, Stacey N.

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Association of Human Plasma Metabolomics with Delayed Dark Adaptation in Age-Related Macular Degeneration von Mendez, Kevin M, Kim, Janice, Laíns, Inês, Nigalye, Archana, Katz, Raviv, Pundik, Shrinivas, Kim, Ivana K, Liang, Liming, Vavvas, Demetrios G, Miller, John B, Miller, Joan W, Lasky-Su, Jessica A, Husain, Deeba

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Analysis of cholesterol-recognition motifs of the plasma membrane Ca2+-ATPase von Delgado-Coello, Blanca, Luna-Reyes, Ismael, Méndez-Acevedo, Kevin M., Bravo-Martínez, Jorge, Montalvan-Sorrosa, Danai, Mas-Oliva, Jaime

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Metabo-Endotypes of Asthma Reveal Differences in Lung Function: Discovery and Validation in Two TOPMed Cohorts von Kelly, Rachel S, Mendez, Kevin M, Huang, Mengna, Hobbs, Brian D, Clish, Clary B, Gerszten, Robert, Cho, Michael H, Wheelock, Craig E, McGeachie, Michael J, Chu, Su H, Celedón, Juan C, Weiss, Scott T, Lasky-Su, Jessica

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An epidemiological introduction to human metabolomic investigations von Joshi, Amit D., Rahnavard, Ali, Kachroo, Priyadarshini, Mendez, Kevin M., Lawrence, Wayne, Julián-Serrano, Sachelly, Hua, Xinwei, Fuller, Harriett, Sinnott-Armstrong, Nasa, Tabung, Fred K., Shutta, Katherine H., Raffield, Laura M., Darst, Burcu F.

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Sphingolipid classes and the interrelationship with pediatric asthma and asthma risk factors von Chen, Yulu, Checa, Antonio, Zhang, Pei, Huang, Mengna, Kelly, Rachel S., Kim, Min, Chen, Yih‐Chieh S., Lee‐Sarwar, Kathleen A., Prince, Nicole, Mendez, Kevin M., Begum, Sofina, Kachroo, Priyadarshini, Chu, Su H., Stokholm, Jakob, Bønnelykke, Klaus, Litonjua, Augusto A., Bisgaard, Hans, Weiss, Scott T., Chawes, Bo L., Wheelock, Craig E., Lasky‐Su, Jessica A.

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Area under the dark adaptation curve as a reliable alternate measure of dark adaptation response von Pundlik, Shrinivas, Nigalye, Archana, Laíns, Inês, Mendez, Kevin M, Katz, Raviv, Kim, Janice, Kim, Ivana K, Miller, John B, Vavvas, Demetrios, Miller, Joan W, Luo, Gang, Husain, Deeba

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Phenotypically driven subgroups of ASD display distinct metabolomic profiles von Prince, Nicole, Chu, Su H., Chen, Yulu, Mendez, Kevin M., Hanson, Ellen, Green-Snyder, LeeAnne, Brooks, Elizabeth, Korrick, Susan, Lasky-Su, Jessica A., Kelly, Rachel S.

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Metabolite signatures associated with microRNA miR-143-3p serve as drivers of poor lung function trajectories in childhood asthma von Mendez, Kevin M., Begum, Sofina, Tiwari, Anshul, Sharma, Rinku, Chen, Qingwen, Kelly, Rachel S., Prince, Nicole, Huang, Mengna, Kachroo, Priyadarshini, Chu, Su H., Chen, Yulu, Lee-Sarwar, Kathleen, Broadhurst, David I., Reinke, Stacey N., Gerszten, Robert, Clish, Clary, Avila, Lydiana, Celedón, Juan C., Wheelock, Craig E., Weiss, Scott T., McGeachie, Michael, Lasky-Su, Jessica A.

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Urinary Mass Spectrometry Profiles in Age-Related Macular Degeneration von Lains, Ines, Mendez, Kevin M, Gil, João Q, Miller, John B, Kelly, Rachel S, Barreto, Patrícia, Kim, Ivana K, Vavvas, Demetrios G, Murta, Joaquim Neto, Liang, Liming, Silva, Rufino, Miller, Joan W, Lasky-Su, Jessica, Husain, Deeba

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Mutations in Bcl9 and Pygo genes cause congenital heart defects by tissue-specific perturbation of Wnt/β-catenin signaling von Cantù, Claudio, Felker, Anastasia, Zimmerli, Dario, Prummel, Karin D, Cabello, Elena M, Chiavacci, Elena, Méndez-Acevedo, Kevin M, Kirchgeorg, Lucia, Burger, Sibylle, Ripoll, Jorge, Valenta, Tomas, Hausmann, George, Vilain, Nathalie, Aguet, Michel, Burger, Alexa, Panáková, Daniela, Basler, Konrad, Mosimann, Christian

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An epidemiologic introduction to human metabolomic investigations von Joshi, Amit D., Rahnavard, Ali, Kachroo, Priyadarshini, Mendez, Kevin M., Lawrence, Wayne, Julián-Serrano, Sachelly, Hua, Xinwei, Fuller, Harriett, Sinnott-Armstrong, Nasa, Tabung, Fred K., Shutta, Katherine H., Raffield, Laura M., Darst, Burcu F.

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Sphingolipid classes and the interrelationship with pediatric asthma risk factors and clinical asthma phenotypes von Chen, Yulu, Checa, Antonio, Zhang, Pei, Huang, Mengna, Kelly, Rachel S., Kim, Min, Chen, Yih-Chieh S., Lee-Sarwar, Kathleen A., Prince, Nicole, Mendez, Kevin M., Begum, Sofina, Kachroo, Priyadarshini, Chu, Su H., Stokholm, Jakob, Bønnelykke, Klaus, Litonjua, Augusto A., Bisgaard, Hans, Weiss, Scott T., Chawes, Bo L., Wheelock, Craig E., Lasky-Su, Jessica A.

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