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2020 – today
- 2024
[j6]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): 79 (2024)- [i7]Blake VanBerlo, Alexander Wong, Jesse Hoey, Robert Arntfield
:
Intra-video Positive Pairs in Self-Supervised Learning for Ultrasound. CoRR abs/2403.07715 (2024) - 2023
- [j5]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: 135696-135707 (2023) - [c1]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: 3077-3086 - [i6]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 abs/2304.02724 (2023) - [i5]Blake VanBerlo, Jesse Hoey, Alexander Wong:
A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images. CoRR abs/2309.02555 (2023) - [i4]Blake VanBerlo, Brian Li, Jesse Hoey, Alexander Wong:
Self-Supervised Pretraining Improves Performance and Inference Efficiency in Multiple Lung Ultrasound Interpretation Tasks. CoRR abs/2309.02596 (2023) - 2022
- [j4]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: 105953 (2022) - 2021
- [j3]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): 363-369 (2021) - [j2]Blake VanBerlo, Matthew A. S. Ross, Jonathan Rivard, Ryan Booker:
Interpretable machine learning approaches to prediction of chronic homelessness. Eng. Appl. Artif. Intell. 102: 104243 (2021) - [i3]Blake VanBerlo, Matthew A. S. Ross, Daniel Hsia:
Univariate Long-Term Municipal Water Demand Forecasting. CoRR abs/2105.08486 (2021) - [i2]Zahra Sheikhbahaee, Dongshu Luo, Blake VanBerlo, S. Alex Yun, Adam Safron, Jesse Hoey:
Dream to Explore: Adaptive Simulations for Autonomous Systems. CoRR abs/2110.14157 (2021) - 2020
- [j1]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): 1835-1846 (2020) - [i1]Blake VanBerlo, Matthew A. S. Ross, Jonathan Rivard, Ryan Booker:
Interpretable Machine Learning Approaches to Prediction of Chronic Homelessness. CoRR abs/2009.09072 (2020)
Coauthor Index
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