Genomic dark matter, druggability and misunderstood targets. - Subramani Mani; Joshua Swamidass; Noel Southall; Tudor I. Oprea (AMIA, 2014)

Structural insight into exosite binding and discovery of novel exosite inhibitors of botulinum neurotoxin serotype A through in silico screening. - Xin Hu; Patricia M. Legler; Noel Southall; David J. Maloney; Anton Simeonov; Ajit Jadhav (J. Comput. Aided Mol. Des., 2014)

BioAssay Research Database (BARD): chemical biology and probe-development enabled by structured metadata and result types. - E. A. Howe; Andrea de Souza; David L. Lahr; S. Chatwin; Philip Montgomery; B. R. Alexander; Dac-Trung Nguyen; Yasel Cruz; D. A. Stonich; G. Walzer; J. T. Rose; Shaita C. Picard; et al. (Nucleic Acids Res., 2015)

Pharos: Collating protein information to shed light on the druggable genome. - Dac-Trung Nguyen; Stephen L. Mathias; Cristian Bologa; Søren Brunak; Nicolas F. Fernandez; Anna Gaulton; Anne Hersey; Jayme Holmes; Lars Juhl Jensen; Anneli Karlsson; Guixia Liu; Avi Ma'ayan; et al. (Nucleic Acids Res., 2017)

Novel Consensus Architecture To Improve Performance of Large-Scale Multitask Deep Learning QSAR Models. - Alexey V. Zakharov; Tongan Zhao; Dac-Trung Nguyen; Tyler Peryea; Timothy Sheils; Adam Yasgar; Ruili Huang; Noel Southall; Anton Simeonov (J. Chem. Inf. Model., 2019)

An integrative knowledge graph for rare diseases, derived from the Genetic and Rare Diseases Information Center (GARD). - Qian Zhu 003; Dac-Trung Nguyen; Ivan Grishagin; Noel Southall; Eric Sid; Anne Pariser (J. Biomed. Semant., 2020)

Predicting liver cytosol stability of small molecules. - Pranav Shah; Vishal B. Siramshetty; Alexey V. Zakharov; Noel Southall; Xin Xu; Dac-Trung Nguyen (J. Cheminformatics, 2020)

Critical Assessment of Artificial Intelligence Methods for Prediction of hERG Channel Inhibition in the "Big Data" Era. - Vishal B. Siramshetty; Dac-Trung Nguyen; Natalia J. Martinez; Noel Southall; Anton Simeonov; Alexey V. Zakharov (J. Chem. Inf. Model., 2020)

Machine intelligence in healthcare - perspectives on trustworthiness, explainability, usability, and transparency. - Christine M. Cutillo; Karlie R. Sharma; Luca Foschini 002; Shinjini Kundu; Maxine Mackintosh; Kenneth D. Mandl; Tyler Beck; Elaine Collier; Christine Colvis; Kenneth Gersing; Valery Gordon; Roxanne Jensen; et al. (npj Digit. Medicine, 2020)

Global Substance Registration System: consistent scientific descriptions for substances related to health. - Tyler Peryea; Noel Southall; Mitch Miller; Daniel Katzel; Niko Anderson; Jorge Neyra; Sarah Stemann; Dac-Trung Nguyen; Dammika Amugoda; Archana Newatia; Ramez Ghazzaoui; Elaine Johanson; et al. (Nucleic Acids Res., 2021)

TCRD and Pharos 2021: mining the human proteome for disease biology. - Timothy Sheils; Stephen L. Mathias; Keith J. Kelleher; Vishal B. Siramshetty; Dac-Trung Nguyen; Cristian Bologa; Lars Juhl Jensen; Dusica Vidovic; Amar Koleti; Stephan C. Schürer; Anna Waller; Jeremy J. Yang; et al. (Nucleic Acids Res., 2021)

NCATS Inxight Drugs: a comprehensive and curated portal for translational research. - Vishal B. Siramshetty; Ivan Grishagin; Ðac-Trung Nguyen; Tyler Peryea; Yulia Skovpen; Oleg Stroganov; Daniel Katzel; Timothy Sheils; Ajit Jadhav; Ewy A. Mathé; Noel Southall (Nucleic Acids Res., 2022)

A patient safety knowledge graph supporting vaccine product development. - Andrew M. Simms; Anshul Kanakia; Muhammad Sipra; Bhaskar Dutta; Noel Southall (BMC Medical Informatics Decis. Mak., 2024)