Blake VanBerlo

According to our database, Blake VanBerlo authored at least 11 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A survey of the impact of self-supervised pretraining for diagnostic tasks in medical X-ray, CT, MRI, and ultrasound.

Blake VanBerlo, Jesse Hoey, Alexander Wong

BMC Medical Imaging, December, 2024

Intra-video Positive Pairs in Self-Supervised Learning for Ultrasound.

Blake VanBerlo, Alexander Wong, Jesse Hoey, Robert Arntfield

CoRR, 2024

2023

A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images.

Blake VanBerlo, Jesse Hoey, Alexander Wong

CoRR, 2023

Self-Supervised Pretraining Improves Performance and Inference Efficiency in Multiple Lung Ultrasound Interpretation Tasks.

Blake VanBerlo, Brian Li, Jesse Hoey, Alexander Wong

IEEE Access, 2023

Exploring the Utility of Self-Supervised Pretraining Strategies for the Detection of Absent Lung Sliding in M-Mode Lung Ultrasound.

Blake VanBerlo, Brian Li, Alexander Wong, Jesse Hoey, Robert Arntfield

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

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

Blake VanBerlo, Derek Wu, Brian Li, Marwan A. Rahman, Gregory Hogg, Bennett VanBerlo, Jared Tschirhart, Alex Ford, Jordan Ho, Joseph McCauley, Benjamin Wu, Jason Deglint, Jaswin Hargun, Rushil Chaudhary, Chintan Dave, Robert Arntfield

Comput. Biol. Medicine, 2022

2021

Interpretable machine learning approaches to prediction of chronic homelessness.

Blake VanBerlo, Matthew A. S. Ross, Jonathan Rivard, Ryan Booker

Eng. Appl. Artif. Intell., 2021

Dream to Explore: Adaptive Simulations for Autonomous Systems.

Zahra Sheikhbahaee, Dongshu Luo, Blake VanBerlo, S. Alex Yun, Adam Safron, Jesse Hoey

CoRR, 2021

Univariate Long-Term Municipal Water Demand Forecasting.

Blake VanBerlo, Matthew A. S. Ross, Daniel Hsia

CoRR, 2021

Improving central line needle insertions using in-situ vascular reconstructions.

Leah A. Groves, Natalie Li, Blake VanBerlo, Natan Veinberg, Terry M. Peters, Elvis C. S. Chen

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021

2020

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

Leah A. Groves, Blake VanBerlo, Natan Veinberg, Abdulrahman Alboog, Terry M. Peters, Elvis C. S. Chen

Int. J. Comput. Assist. Radiol. Surg., 2020