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AMIA ... Annual Symposium Proceedings. AMIA Symposium|March 9, 2017
Classification-by-Analogy: Using Vector Representations of Implicit Relationships to Identify Plausibly Causal Drug/Side-effect RelationshipsJustin Mower, Devika Subramanian, Ning Shang, et al.
Journal of Biomedical Informatics|June 10, 2021
Augmenting aer2vec: Enriching distributed representations of adverse event report data with orthographic and lexical informationXiruo Ding, Justin Mower, Devika Subramanian, et al.
BMC Bioinformatics|January 17, 2013
Model averaging strategies for structure learning in Bayesian networks with limited dataBradley M Broom, Kim-Anh Do, Devika Subramanian
Applied Biochemistry and Biotechnology|October 11, 2025
GC-MS Profiling and In Silico Pathway Mapping of Brevibacterium casei VRK 1 Metabolites for exploring Anti-inflammatory and Antioxidant ActivitiesKavitha Rangasamy, Vishnupriya Chandrasekaran, Mohamedrizwan Kadersulthan, et al.
Circulation. Heart Failure|May 13, 2011
New predictive models of heart failure mortality using time-series measurements and ensemble modelsDevika Subramanian, Venkataraman Subramanian, Anita Deswal, et al.
AMIA ... Annual Symposium Proceedings. AMIA Symposium|April 21, 2020
Predicting Adverse Drug-Drug Interactions with Neural Embedding of Semantic PredicationsHannah A Burkhardt, Devika Subramanian, Justin Mower, et al.
AMIA ... Annual Symposium Proceedings. AMIA Symposium|April 21, 2020
aer2vec: Distributed Representations of Adverse Event Reporting System Data as a Means to Identify Drug/Side-Effect AssociationsJake Portanova, Nathan Murray, Justin Mower, et al.
Philosophical Transactions. Series A, Mathematical, Physical, and Engineering Sciences|February 15, 2021
Domain-driven models yield better predictions at lower cost than reservoir computers in Lorenz systemsRyan Pyle, Nikola Jovanovic, Devika Subramanian, et al.
AMIA ... Annual Symposium Proceedings. AMIA Symposium|May 2, 2023
Predicting Drug Blood-Brain Barrier Penetration with Adverse Event Report EmbeddingsYiFan Wu, Justin Mower, Xiruo Ding, et al.
AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science|July 20, 2022
Improving Pharmacovigilance Signal Detection from Clinical Notes with Locality Sensitive Neural Concept EmbeddingsJustin Mower, Elmer Bernstam, Hua Xu, et al.
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