Joseph D. Romano
Cited by
Cited by
Systems biology approaches for identifying adverse drug reactions and elucidating their underlying biological mechanisms
MR Boland, A Jacunski, T Lorberbaum, JD Romano, R Moskovitch, ...
Wiley Interdisciplinary Reviews: Systems Biology and Medicine 8 (2), 104-122, 2016
Informatics and computational methods in natural product drug discovery: A review and perspectives
JD Romano, NP Tatonetti
Frontiers in Genetics 10, 368, 2019
VenomKB, a new knowledge base for facilitating the validation of putative venom therapies
JD Romano, NP Tatonetti
Scientific data 2 (1), 1-9, 2015
Using a Novel Ontology to Inform the Discovery of Therapeutic Peptides from Animal Venoms
JD Romano, NP Tatonetti
AMIA Summits on Translational Science Proceedings 2016, 209, 2016
Adapting simultaneous analysis phylogenomic techniques to study complex disease gene relationships
JD Romano, WG Tharp, IN Sarkar
Journal of biomedical informatics 54, 10-38, 2015
TPOT-NN: augmenting tree-based automated machine learning with neural network estimators
JD Romano, TT Le, W Fu, JH Moore
Genetic Programming and Evolvable Machines, 1-21, 2021
VenomKB v2. 0: A knowledge repository for computational toxinology
J Romano, V Nwankwo, N Tatonetti
bioRxiv, 295204, 2018
Embedding covariate adjustments in tree-based automated machine learning for biomedical big data analyses
E Manduchi, W Fu, JD Romano, S Ruberto, JH Moore
BMC bioinformatics 21 (1), 1-13, 2020
PMLB v1. 0: an open source dataset collection for benchmarking machine learning methods
JD Romano, TT Le, W La Cava, JT Gregg, DJ Goldberg, NL Ray, ...
arXiv preprint arXiv:2012.00058, 2020
Ten simple rules for writing a paper about scientific software
JD Romano, JH Moore
PLOS Computational Biology 16 (11), e1008390, 2020
Is deep learning necessary for simple classification tasks?
JD Romano, TT Le, W Fu, JH Moore
arXiv preprint arXiv:2006.06730, 2020
Discovering therapeutic activities from venoms using differential gene expression
JD Romano, H Li, R Realubit, C Karan, NP Tatonetti
bioRxiv, 699280, 2019
A Decade of Translational Bioinformatics: A Retrospective Analysis of “Year-in-Review” Presentations
JD Romano, M Bernauer, SP McGrath, SD Nagar, RR Freimuth
AMIA Summits on Translational Science Proceedings 2019, 335, 2019
Computational Toxinology
JD Romano
Columbia University, 2019
nSides: An interactive drug-side effect gateway
RS Vanguri, JD Romano, T Lorberbaum, C Youn, V Nwankwo, ...
Gateways 2017, 2017
Exploring complex disease gene relationships using simultaneous analysis
JD Romano, WG Tharp, IN Sarkar
PeerJ PrePrints, 2014
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