Rupert Brooks

Fine-Tuning U-Net for Ultrasound Image Segmentation: Different Layers, Different Outcomes

Mina Amiri, Rupert Brooks, Hassan Rivaz · IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control · 2020 · 115 citations

Medical Ultrasound, Convolutional Neural Network, Engineering +22

Two-stage ultrasound image segmentation using U-Net and test time augmentation

Mina Amiri, Rupert Brooks, Bahareh Behboodi et al. · International Journal of Computer Assisted Radiology and Surgery · 2020 · 101 citations

Medical Ultrasound, Image Analysis, Engineering +12

On the limits of cross-domain generalization in automated X-ray prediction

Joseph Cohen, Mohammad Hashir, Rupert Brooks et al. · arXiv (Cornell University) · 2020 · 64 citations · Full text

Image Reconstruction, Multiple Instance Learning, Engineering +25

TorchXRayVision: A library of chest X-ray datasets and models

Joseph Cohen, Joseph D. Viviano, Paul A. Bertin et al. · arXiv (Cornell University) · 2021 · 37 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

Quantification of the Thoracic Aorta and Detection of Aneurysm at CT: Development and Validation of a Fully Automatic Methodology

Fabíola Macruz, Charles Lu, Julia Strout et al. · Radiology Artificial Intelligence · 2022 · 31 citations · Full text