Blake VanBerlo

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Ultrasound Images

Machine Learning

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Eng. Appl. Artif. Intell.

BMC Medical Imaging

Publications

Blake VanBerlo, Jesse Hoey, Alexander Wong
A survey of the impact of self-supervised pretraining for diagnostic tasks in medical X-ray, CT, MRI, and ultrasound. BMC Medical Imaging 24 (1) (2024)
Blake VanBerlo, Alexander Wong, Jesse Hoey, Robert Arntfield
Intra-video Positive Pairs in Self-Supervised Learning for Ultrasound. CoRR (2024)
Blake VanBerlo, Brian Li, Jesse Hoey, Alexander Wong
Self-Supervised Pretraining Improves Performance and Inference Efficiency in Multiple Lung Ultrasound Interpretation Tasks. CoRR (2023)
Blake VanBerlo, Brian Li, Alexander Wong, Jesse Hoey, Robert Arntfield
Exploring the Utility of Self-Supervised Pretraining Strategies for the Detection of Absent Lung Sliding in M-Mode Lung Ultrasound. CVPR Workshops (2023)
Blake VanBerlo, Brian Li, Alexander Wong, Jesse Hoey, Robert Arntfield
Exploring the Utility of Self-Supervised Pretraining Strategies for the Detection of Absent Lung Sliding in M-Mode Lung Ultrasound. CoRR (2023)
Blake VanBerlo, Brian Li, Jesse Hoey, Alexander Wong
Self-Supervised Pretraining Improves Performance and Inference Efficiency in Multiple Lung Ultrasound Interpretation Tasks. IEEE Access 11 (2023)
Blake VanBerlo, Jesse Hoey, Alexander Wong
A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images. CoRR (2023)
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
Accurate assessment of the lung sliding artefact on lung ultrasonography using a deep learning approach. Comput. Biol. Medicine 148 (2022)
Blake VanBerlo, Matthew A. S. Ross, Daniel Hsia
Univariate Long-Term Municipal Water Demand Forecasting. CoRR (2021)
Leah A. Groves, Natalie Li, Blake VanBerlo, Natan Veinberg, Terry M. Peters, Elvis C. S. Chen
Improving central line needle insertions using in-situ vascular reconstructions. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9 (4) (2021)
Blake VanBerlo, Matthew A. S. Ross, Jonathan Rivard, Ryan Booker
Interpretable machine learning approaches to prediction of chronic homelessness. Eng. Appl. Artif. Intell. 102 (2021)
Zahra Sheikhbahaee, Dongshu Luo, Blake VanBerlo, S. Alex Yun, Adam Safron, Jesse Hoey
Dream to Explore: Adaptive Simulations for Autonomous Systems. CoRR (2021)
Blake VanBerlo, Matthew A. S. Ross, Jonathan Rivard, Ryan Booker
Interpretable Machine Learning Approaches to Prediction of Chronic Homelessness. CoRR (2020)
Leah A. Groves, Blake VanBerlo, Natan Veinberg, Abdulrahman Alboog, Terry M. Peters, Elvis C. S. Chen
Automatic segmentation of the carotid artery and internal jugular vein from 2D ultrasound images for 3D vascular reconstruction. Int. J. Comput. Assist. Radiol. Surg. 15 (11) (2020)