Search Results for author: Matthew Bigelow

Found 2 papers, 0 papers with code

Advancing Brain Metastases Detection in T1-Weighted Contrast-Enhanced 3D MRI using Noisy Student-based Training

no code implementations10 Nov 2021 Engin Dikici, Xuan V. Nguyen, Matthew Bigelow, John. L. Ryu, Luciano M. Prevedello

The framework utilizing only the labeled exams produced 9. 23 false positives for 90% BM detection sensitivity; whereas, the framework using the introduced learning strategy led to ~9% reduction in false detections (i. e., 8. 44) for the same sensitivity level.

Augmented Networks for Faster Brain Metastases Detection in T1-Weighted Contrast-Enhanced 3D MRI

no code implementations27 May 2021 Engin Dikici, Xuan V. Nguyen, Matthew Bigelow, Luciano M. Prevedello

In this study, we introduce a novel BM candidate detection CNN (cdCNN) to replace this classical IP stage.

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