Blake VanBerlo

15 papers Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
The Efficacy of Semantics-Preserving Transformations in Self-Supervised Learning for Medical Ultrasound.
CoRR
Blake VanBerlo, Alexander Wong, Jesse Hoey, Robert Arntfield
2024 J jnl
A survey of the impact of self-supervised pretraining for diagnostic tasks in medical X-ray, CT, MRI, and ultrasound.
BMC Medical Imaging
Blake VanBerlo, Jesse Hoey, Alexander Wong
2024 J jnl
Intra-video Positive Pairs in Self-Supervised Learning for Ultrasound.
CoRR
Blake VanBerlo, Alexander Wong, Jesse Hoey, Robert Arntfield
2023 J jnl
A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images.
CoRR
Blake VanBerlo, Jesse Hoey, Alexander Wong
2023 — conf
Exploring the Utility of Self-Supervised Pretraining Strategies for the Detection of Absent Lung Sliding in M-Mode Lung Ultrasound.
CVPR Workshops
Blake VanBerlo, Brian Li, Alexander Wong, Jesse Hoey, Robert Arntfield
2023 J jnl
Exploring the Utility of Self-Supervised Pretraining Strategies for the Detection of Absent Lung Sliding in M-Mode Lung Ultrasound.
CoRR
Blake VanBerlo, Brian Li, Alexander Wong, Jesse Hoey, Robert Arntfield
2023 J jnl
Self-Supervised Pretraining Improves Performance and Inference Efficiency in Multiple Lung Ultrasound Interpretation Tasks.
IEEE Access
Blake VanBerlo, Brian Li, Jesse Hoey, Alexander Wong
2023 J jnl
Self-Supervised Pretraining Improves Performance and Inference Efficiency in Multiple Lung Ultrasound Interpretation Tasks.
CoRR
Blake VanBerlo, Brian Li, Jesse Hoey, Alexander Wong
2022 J jnl
Accurate assessment of the lung sliding artefact on lung ultrasonography using a deep learning approach.
Comput. Biol. Medicine
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
2021 J jnl
Dream to Explore: Adaptive Simulations for Autonomous Systems.
CoRR
Zahra Sheikhbahaee, Dongshu Luo, Blake VanBerlo, S. Alex Yun, Adam Safron, Jesse Hoey
2021 J jnl
Improving central line needle insertions using in-situ vascular reconstructions.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Leah A. Groves, Natalie Li, Blake VanBerlo, Natan Veinberg, Terry M. Peters, Elvis C. S. Chen
2021 J jnl
Interpretable machine learning approaches to prediction of chronic homelessness.
Eng. Appl. Artif. Intell.
Blake VanBerlo, Matthew A. S. Ross, Jonathan Rivard, Ryan Booker
2021 J jnl
Univariate Long-Term Municipal Water Demand Forecasting.
CoRR
Blake VanBerlo, Matthew A. S. Ross, Daniel Hsia
2020 J jnl
Automatic segmentation of the carotid artery and internal jugular vein from 2D ultrasound images for 3D vascular reconstruction.
Int. J. Comput. Assist. Radiol. Surg.
Leah A. Groves, Blake VanBerlo, Natan Veinberg, Abdulrahman Alboog, Terry M. Peters, Elvis C. S. Chen
2020 J jnl
Interpretable Machine Learning Approaches to Prediction of Chronic Homelessness.
CoRR
Blake VanBerlo, Matthew A. S. Ross, Jonathan Rivard, Ryan Booker