Search Results for author: Tuan V. Tran

Found 2 papers, 1 papers with code

Improving Object Detection in Medical Image Analysis through Multiple Expert Annotators: An Empirical Investigation

no code implementations29 Mar 2023 Hieu H. Pham, Khiem H. Le, Tuan V. Tran, Ha Q. Nguyen

The work discusses the use of machine learning algorithms for anomaly detection in medical image analysis and how the performance of these algorithms depends on the number of annotators and the quality of labels.

Anomaly Detection object-detection +1

Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis

1 code implementation20 Mar 2022 Khiem H. Le, Tuan V. Tran, Hieu H. Pham, Hieu T. Nguyen, Tung T. Le, Ha Q. Nguyen

As a result, the labeled data may contain a variety of human biases with a high rate of disagreement among annotators, which significantly affect the performance of supervised machine learning algorithms.

Anomaly Detection

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