1 code implementation • Ninth Annual MCBIOS Conference. Dealing with the Omics Data Deluge 2012 • Zhifa Liu, Brandon Malone, Changhe Yuan
In this work, we empirically evaluate the capability of various scoring functions of Bayesian networks for recovering true underlying structures.
no code implementations • 26 Sep 2013 • Brandon Malone, Changhe Yuan
Exact algorithms for learning Bayesian networks guarantee to find provably optimal networks.
no code implementations • 22 Oct 2018 • Brandon Malone, Alberto García-Durán, Mathias Niepert
The polypharmacy side effect prediction problem considers cases in which two drugs taken individually do not result in a particular side effect; however, when the two drugs are taken in combination, the side effect manifests.
no code implementations • 12 Nov 2018 • Brandon Malone, Alberto Garcia-Duran, Mathias Niepert
Extracting actionable insight from Electronic Health Records (EHRs) poses several challenges for traditional machine learning approaches.
no code implementations • 10 Mar 2021 • Anjany Sekuboyina, Daniel Oñoro-Rubio, Jens Kleesiek, Brandon Malone
Multi-label classification of chest X-ray images is frequently performed using discriminative approaches, i. e. learning to map an image directly to its binary labels.
1 code implementation • 18 Mar 2024 • Josua Stadelmaier, Brandon Malone, Ralf Eggeling
We study the prediction of T-cell response for specific given peptides, which could, among other applications, be a crucial step towards the development of personalized cancer vaccines.