Author

Steven E. Reís

University of PittsburghORCID 0000-0001-8023-0102Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:Bayesian inference· 1 Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

Frequent Co-Authors

Jeya Balaji BalasubramanianiD· 1 shared Kevin E. KipiD· 1 shared Vanathi GopalakrishnaniD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Jeya Balaji BalasubramanianORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 27, 2019

Knowledge discovery with Bayesian Rule Learning for actionable biomedicine

Jeya Balaji Balasubramanian, Kevin E. Kip, Steven E. Reís, Vanathi Gopalakrishnan

This paper introduces BRL-KD, a Bayesian Rule Learning extension that incorporates clinical utility to generate interpretable models for cardiovascular disease prediction, balancing statistical significance and clinical relevance.

DOI 10.1101/785279

Bayesian inferencestatistical model