Blake VanBerlo

Development of a convolutional neural network to differentiate among the etiology of similar appearing pathological B lines on lung ultrasound: a deep learning study

Robert Arntfield, Blake VanBerlo, Thamer Alaifan et al. · BMJ Open · 2021 · 78 citations · Full text

Automation of Lung Ultrasound Interpretation via Deep Learning for the Classification of Normal versus Abnormal Lung Parenchyma: A Multicenter Study

Robert Arntfield, Derek Wu, Jared Tschirhart et al. · Diagnostics · 2021 · 37 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +23

Automatic segmentation of the carotid artery and internal jugular vein from 2D ultrasound images for 3D vascular reconstruction

Leah Groves, Blake VanBerlo, Natan Veinberg et al. · International Journal of Computer Assisted Radiology and Surgery · 2020 · 32 citations

Geometric Modeling, Medical Ultrasound, Engineering +14

Accurate assessment of the lung sliding artefact on lung ultrasonography using a deep learning approach

Blake VanBerlo, Derek Wu, Brian Li et al. · Computers in Biology and Medicine · 2022 · 26 citations · Full text

Convolutional Neural Network, Lung Sliding, Engineering +26

Development of a deep learning classifier to accurately distinguish COVID-19 from look-a-like pathology on lung ultrasound

Robert Arntfield, Blake VanBerlo, Thamer Alaifan et al. · 2020 · 16 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +22