Search Results for author: Brandon Malone

Found 5 papers, 1 papers with code

A Relational-learning Perspective to Multi-label Chest X-ray Classification

no code implementations10 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.

Classification General Classification +3

Learning Representations of Missing Data for Predicting Patient Outcomes

no code implementations12 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.

Classification General Classification +3

Knowledge Graph Completion to Predict Polypharmacy Side Effects

no code implementations22 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.

Knowledge Graph Completion

Evaluating Anytime Algorithms for Learning Optimal Bayesian Networks

no code implementations26 Sep 2013 Brandon Malone, Changhe Yuan

Exact algorithms for learning Bayesian networks guarantee to find provably optimal networks.

Empirical evaluation of scoring functions for Bayesian network model selection

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.

Model Selection

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