Search Results for author: Alex A. T. Bui

Found 2 papers, 2 papers with code

Automated Dynamic Bayesian Networks for Predicting Acute Kidney Injury Before Onset

1 code implementation20 Apr 2023 David Gordon, Panayiotis Petousis, Anders O. Garlid, Keith Norris, Katherine Tuttle, Susanne B. Nicholas, Alex A. T. Bui

In this paper, we introduce Ranking Approaches for Unknown Structures (RAUS), an automated framework to systematically inform variable ordering and learn networks end-to-end.

Feature Importance

An Interpretable Deep Hierarchical Semantic Convolutional Neural Network for Lung Nodule Malignancy Classification

1 code implementation2 Jun 2018 Shiwen Shen, Simon X. Han, Denise R. Aberle, Alex A. T. Bui, Willliam Hsu

While deep learning methods are increasingly being applied to tasks such as computer-aided diagnosis, these models are difficult to interpret, do not incorporate prior domain knowledge, and are often considered as a "black-box."

Computed Tomography (CT) General Classification

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